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@article{DBLP:journals/access/DingZGMX24,
author = {Tongqiang Ding and
Kexin Zhang and
Shuai Gao and
Xinning Miao and
Jianfeng Xi},
title = {A Multimodal Driver Anger Recognition Method Based on Context-Awareness},
journal = {{IEEE} Access},
volume = {12},
pages = {118533--118550},
year = {2024}
}
@article{DBLP:journals/aei/XueLZTGY24,
author = {Dong Xue and
Yuan Li and
He Zhang and
Xin Tong and
Baihui Gao and
Jianfeng Yu},
title = {Reliability-based robust optimization design for tolerance of aerospace
thin-walled components based on surrogate model},
journal = {Adv. Eng. Informatics},
volume = {62},
pages = {102754},
year = {2024}
}
@article{DBLP:journals/aei/ZhangLXTGY24,
author = {He Zhang and
Yuan Li and
Dong Xue and
Xin Tong and
Baihui Gao and
Jianfeng Yu},
title = {Digital twin technology facilitates precision improvement in complex
product assembly: {A} progressive deduction method of data-driven
tolerance allocation},
journal = {Adv. Eng. Informatics},
volume = {62},
pages = {102790},
year = {2024}
}
@article{DBLP:journals/aeog/HuGMSWH024,
author = {Die Hu and
Fengxiang Guo and
Qingyan Meng and
Uwe Schlink and
Sheng Wang and
Daniel Hertel and
Jianfeng Gao},
title = {A novel dual-layer composite framework for downscaling urban land
surface temperature coupled with spatial autocorrelation and spatial
heterogeneity},
journal = {Int. J. Appl. Earth Obs. Geoinformation},
volume = {130},
pages = {103900},
year = {2024}
}
@article{DBLP:journals/aeog/LiuZHMQGL24,
author = {Wenxiu Liu and
Linlin Zhang and
Xinli Hu and
Qingyan Meng and
Jiangkang Qian and
Jianfeng Gao and
Ting Li},
title = {Nonlinear effects of urban multidimensional characteristics on daytime
and nighttime land surface temperature in highly urbanized regions:
{A} case study in Beijing, China},
journal = {Int. J. Appl. Earth Obs. Geoinformation},
volume = {132},
pages = {104067},
year = {2024}
}
@article{DBLP:journals/bmcmi/XieGZZSLSN24,
author = {Kai Xie and
Liugang Gao and
Yutao Zhang and
Heng Zhang and
Jiawei Sun and
Tao Lin and
Jianfeng Sui and
Xinye Ni},
title = {Metal implant segmentation in {CT} images based on diffusion model},
journal = {{BMC} Medical Imaging},
volume = {24},
number = {1},
pages = {204},
year = {2024}
}
@article{DBLP:journals/cbm/SunCBGXLSN24,
author = {Jiawei Sun and
Nannan Cao and
Hui Bi and
Liugang Gao and
Kai Xie and
Tao Lin and
Jianfeng Sui and
Xinye Ni},
title = {DiffRecon: Diffusion-based {CT} reconstruction with cross-modal deformable
fusion for DR-guided non-coplanar radiotherapy},
journal = {Comput. Biol. Medicine},
volume = {179},
pages = {108868},
year = {2024}
}
@article{DBLP:journals/ccfthpc/LiuGLPW24,
author = {Jianfeng Liu and
Wangrong Gao and
Hanzheng Liang and
Lin Peng and
Ting Wang},
title = {Towards a universal and portable assembly code size reduction: a case
study of {RISC-V} {ISA}},
journal = {{CCF} Trans. High Perform. Comput.},
volume = {6},
number = {3},
pages = {263--273},
year = {2024}
}
@article{DBLP:journals/cii/XiaLLGFXZ24,
author = {Luyao Xia and
Jianfeng Lu and
Yuqian Lu and
Wentao Gao and
Yuhang Fan and
Yuhao Xu and
Hao Zhang},
title = {Semantic knowledge-driven A-GASeq: {A} dynamic graph learning approach
for assembly sequence optimization},
journal = {Comput. Ind.},
volume = {154},
pages = {104040},
year = {2024}
}
@article{DBLP:journals/dam/RatherGW24,
author = {Bilal Ahmad Rather and
Xing Gao and
Jianfeng Wang},
title = {Spectral spread and trace norm of eccentricity matrix of graphs},
journal = {Discret. Appl. Math.},
volume = {352},
pages = {9--19},
year = {2024}
}
@article{DBLP:journals/dm/GaoSW24,
author = {Xing Gao and
Zoran Stanic and
Jianfeng Wang},
title = {Graphs with large multiplicity of -2 in the spectrum of the eccentricity
matrix},
journal = {Discret. Math.},
volume = {347},
number = {7},
pages = {114038},
year = {2024}
}
@article{DBLP:journals/ftcgv/LiGYYLWG24,
author = {Chunyuan Li and
Zhe Gan and
Zhengyuan Yang and
Jianwei Yang and
Linjie Li and
Lijuan Wang and
Jianfeng Gao},
title = {Multimodal Foundation Models: From Specialists to General-Purpose
Assistants},
journal = {Found. Trends Comput. Graph. Vis.},
volume = {16},
number = {1-2},
pages = {1--214},
year = {2024}
}
@article{DBLP:journals/jrtip/ZhuQSLY24,
author = {Gaofeng Zhu and
Zhiguo Qu and
Le Sun and
Yuming Liu and
Jianfeng Yang},
title = {Realistic real-time processing of anime portraits based on generative
adversarial networks},
journal = {J. Real Time Image Process.},
volume = {21},
number = {4},
pages = {109},
year = {2024}
}
@article{DBLP:journals/rcim/GaoGLG24,
author = {Qianfa Gao and
Fu Gu and
Linli Li and
Jianfeng Guo},
title = {A framework of cloud-edge collaborated digital twin for flexible job
shop scheduling with conflict-free routing},
journal = {Robotics Comput. Integr. Manuf.},
volume = {86},
pages = {102672},
year = {2024}
}
@article{DBLP:journals/remotesensing/PengGXLDL24,
author = {Gang Peng and
Qiang Gao and
Yue Xu and
Jianfeng Li and
Zhang Deng and
Cong Li},
title = {Pose Estimation Based on Bidirectional Visual-Inertial Odometry with
3D LiDAR {(BV-LIO)}},
journal = {Remote. Sens.},
volume = {16},
number = {16},
pages = {2970},
year = {2024}
}
@article{DBLP:journals/sensors/JiangYG24,
author = {Zhouxi Jiang and
Jianfeng Yang and
Xun Gao},
title = {Minimizing Task Age upon Decision for Low-Latency {MEC} Networks Task
Offloading with Action-Masked Deep Reinforcement Learning},
journal = {Sensors},
volume = {24},
number = {9},
pages = {2812},
year = {2024}
}
@article{DBLP:journals/tacl/WangHJ024,
author = {Dingmin Wang and
Qiuyuan Huang and
Matthew Jackson and
Jianfeng Gao},
title = {Retrieve What You Need: {A} Mutual Learning Framework for Open-domain
Question Answering},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {12},
pages = {247--263},
year = {2024}
}
@article{DBLP:journals/taslp/GunasekaraKDRCEHGLHHLZL24,
author = {R. Chulaka Gunasekara and
Seokhwan Kim and
Luis Fernando D'Haro and
Abhinav Rastogi and
Yun{-}Nung Chen and
Mihail Eric and
Behnam Hedayatnia and
Karthik Gopalakrishnan and
Yang Liu and
Chao{-}Wei Huang and
Dilek Hakkani{-}T{\"{u}}r and
Jinchao Li and
Qi Zhu and
Lingxiao Luo and
Lars Liden and
Kaili Huang and
Shahin Shayandeh and
Runze Liang and
Baolin Peng and
Zheng Zhang and
Swadheen Shukla and
Minlie Huang and
Jianfeng Gao and
Shikib Mehri and
Yulan Feng and
Carla Gordon and
Seyed Hossein Alavi and
David R. Traum and
Maxine Esk{\'{e}}nazi and
Ahmad Beirami and
Eunjoon Cho and
Paul A. Crook and
Ankita De and
Alborz Geramifard and
Satwik Kottur and
Seungwhan Moon and
Shivani Poddar and
Rajen Subba},
title = {Overview of the Ninth Dialog System Technology Challenge: {DSTC9}},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {32},
pages = {4066--4076},
year = {2024}
}
@article{DBLP:journals/tcsv/HuFCGDFL24,
author = {Yufan Hu and
Jie Fu and
Mengyuan Chen and
Junyu Gao and
Jianfeng Dong and
Bin Fan and
Hongmin Liu},
title = {Learning Proposal-Aware Re-Ranking for Weakly-Supervised Temporal
Action Localization},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {34},
number = {1},
pages = {207--220},
year = {2024}
}
@article{DBLP:journals/tgrs/ZhaoMHHMGLP24,
author = {Zuopeng Zhao and
Xiaoran Miao and
Chen He and
Jianfeng Hu and
Bingbing Min and
Yumeng Gao and
Ying Liu and
Kanyaphakphachsorn Pharksuwan},
title = {Masking-Based Cross-Modal Remote Sensing Image-Text Retrieval via
Dynamic Contrastive Learning},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {62},
pages = {1--15},
year = {2024}
}
@article{DBLP:journals/tifs/ZhangYWHSGR24,
author = {Yaning Zhang and
Zitong Yu and
Tianyi Wang and
Xiaobin Huang and
Linlin Shen and
Zan Gao and
Jianfeng Ren},
title = {GenFace: {A} Large-Scale Fine-Grained Face Forgery Benchmark and Cross
Appearance-Edge Learning},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {19},
pages = {8559--8572},
year = {2024}
}
@article{DBLP:journals/tim/LinQXWLG24,
author = {Jianfeng Lin and
Chenkun Qi and
Yuxuan Xue and
Yichen Wang and
Xinyu Liu and
Feng Gao},
title = {A Method Toward Comprehensive Identification for Piezoelectric Dynamic
System With Multimodal Hysteresis and Uncertainty Compensation},
journal = {{IEEE} Trans. Instrum. Meas.},
volume = {73},
pages = {1--10},
year = {2024}
}
@article{DBLP:journals/tmm/HuGDFL24,
author = {Yufan Hu and
Junyu Gao and
Jianfeng Dong and
Bin Fan and
Hongmin Liu},
title = {Exploring Rich Semantics for Open-Set Action Recognition},
journal = {{IEEE} Trans. Multim.},
volume = {26},
pages = {5410--5421},
year = {2024}
}
@inproceedings{DBLP:conf/acl/WangLHYJWXGC24,
author = {Zhunheng Wang and
Xiaoyi Liu and
Mengting Hu and
Rui Ying and
Ming Jiang and
Jianfeng Wu and
Yalan Xie and
Hang Gao and
Renhong Cheng},
title = {ECoK: Emotional Commonsense Knowledge Graph for Mining Emotional Gold},
booktitle = {{ACL} (Findings)},
pages = {8055--8074},
publisher = {Association for Computational Linguistics},
year = {2024}
}
@inproceedings{DBLP:conf/acl/YingHWXLWJGZC24,
author = {Rui Ying and
Mengting Hu and
Jianfeng Wu and
Yalan Xie and
Xiaoyi Liu and
Zhunheng Wang and
Ming Jiang and
Hang Gao and
Linlin Zhang and
Renhong Cheng},
title = {Simple but Effective Compound Geometric Operations for Temporal Knowledge
Graph Completion},
booktitle = {{ACL} {(1)}},
pages = {11074--11086},
publisher = {Association for Computational Linguistics},
year = {2024}
}
@inproceedings{DBLP:conf/cvpr/LeiGYZGSGSS24,
author = {Weixian Lei and
Yixiao Ge and
Kun Yi and
Jianfeng Zhang and
Difei Gao and
Dylan Sun and
Yuying Ge and
Ying Shan and
Mike Zheng Shou},
title = {{VIT-LENS:} Towards Omni-modal Representations},
booktitle = {{CVPR}},
pages = {26637--26647},
publisher = {{IEEE}},
year = {2024}
}
@inproceedings{DBLP:conf/cvpr/LiJZRLZXLYLZ024,
author = {Feng Li and
Qing Jiang and
Hao Zhang and
Tianhe Ren and
Shilong Liu and
Xueyan Zou and
Huaizhe Xu and
Hongyang Li and
Jianwei Yang and
Chunyuan Li and
Lei Zhang and
Jianfeng Gao},
title = {Visual in-Context Prompting},
booktitle = {{CVPR}},
pages = {12861--12871},
publisher = {{IEEE}},
year = {2024}
}
@inproceedings{DBLP:conf/eacl/YangDDCCLGW24,
author = {Zonglin Yang and
Li Dong and
Xinya Du and
Hao Cheng and
Erik Cambria and
Xiaodong Liu and
Jianfeng Gao and
Furu Wei},
title = {Language Models as Inductive Reasoners},
booktitle = {{EACL} {(1)}},
pages = {209--225},
publisher = {Association for Computational Linguistics},
year = {2024}
}
@inproceedings{DBLP:conf/icact/LiGWLLG24,
author = {Wenyi Li and
Peng Gong and
Weidong Wang and
Yu Liu and
Jianfeng Li and
Xiang Gao},
title = {Design of Communication Countermeasure Simulation Model and Data Interaction
Interface for Battlefield Network Based on QualNet},
booktitle = {{ICACT}},
pages = {1--8},
publisher = {{IEEE}},
year = {2024}
}
@inproceedings{DBLP:conf/iclr/DongL0S0024,
author = {Chengyu Dong and
Liyuan Liu and
Hao Cheng and
Jingbo Shang and
Jianfeng Gao and
Xiaodong Liu},
title = {Fast-ELECTRA for Efficient Pre-training},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2024}
}
@inproceedings{DBLP:conf/iclr/Ge0LZ0024,
author = {Suyu Ge and
Yunan Zhang and
Liyuan Liu and
Minjia Zhang and
Jiawei Han and
Jianfeng Gao},
title = {Model Tells You What to Discard: Adaptive {KV} Cache Compression for
LLMs},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2024}
}
@inproceedings{DBLP:conf/iclr/LuBX0LH0CG024,
author = {Pan Lu and
Hritik Bansal and
Tony Xia and
Jiacheng Liu and
Chunyuan Li and
Hannaneh Hajishirzi and
Hao Cheng and
Kai{-}Wei Chang and
Michel Galley and
Jianfeng Gao},
title = {MathVista: Evaluating Mathematical Reasoning of Foundation Models
in Visual Contexts},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2024}
}
@inproceedings{DBLP:conf/iclr/OlaussonIW0S24,
author = {Theo X. Olausson and
Jeevana Priya Inala and
Chenglong Wang and
Jianfeng Gao and
Armando Solar{-}Lezama},
title = {Is Self-Repair a Silver Bullet for Code Generation?},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2024}
}
@inproceedings{DBLP:conf/iclr/ZhangSLL00Z24,
author = {Qingru Zhang and
Chandan Singh and
Liyuan Liu and
Xiaodong Liu and
Bin Yu and
Jianfeng Gao and
Tuo Zhao},
title = {Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2024}
}
@inproceedings{DBLP:conf/icml/Huang0WWZLGHLZL24,
author = {Yue Huang and
Lichao Sun and
Haoran Wang and
Siyuan Wu and
Qihui Zhang and
Yuan Li and
Chujie Gao and
Yixin Huang and
Wenhan Lyu and
Yixuan Zhang and
Xiner Li and
Hanchi Sun and
Zhengliang Liu and
Yixin Liu and
Yijue Wang and
Zhikun Zhang and
Bertie Vidgen and
Bhavya Kailkhura and
Caiming Xiong and
Chaowei Xiao and
Chunyuan Li and
Eric P. Xing and
Furong Huang and
Hao Liu and
Heng Ji and
Hongyi Wang and
Huan Zhang and
Huaxiu Yao and
Manolis Kellis and
Marinka Zitnik and
Meng Jiang and
Mohit Bansal and
James Zou and
Jian Pei and
Jian Liu and
Jianfeng Gao and
Jiawei Han and
Jieyu Zhao and
Jiliang Tang and
Jindong Wang and
Joaquin Vanschoren and
John C. Mitchell and
Kai Shu and
Kaidi Xu and
Kai{-}Wei Chang and
Lifang He and
Lifu Huang and
Michael Backes and
Neil Zhenqiang Gong and
Philip S. Yu and
Pin{-}Yu Chen and
Quanquan Gu and
Ran Xu and
Rex Ying and
Shuiwang Ji and
Suman Jana and
Tianlong Chen and
Tianming Liu and
Tianyi Zhou and
William Wang and
Xiang Li and
Xiangliang Zhang and
Xiao Wang and
Xing Xie and
Xun Chen and
Xuyu Wang and
Yan Liu and
Yanfang Ye and
Yinzhi Cao and
Yong Chen and
Yue Zhao},
title = {Position: TrustLLM: Trustworthiness in Large Language Models},
booktitle = {{ICML}},
publisher = {OpenReview.net},
year = {2024}
}
@inproceedings{DBLP:conf/icra/0002JKJA24,
author = {Jianfeng Gao and
Xiaoshu Jin and
Franziska Krebs and
No{\'{e}}mie Jaquier and
Tamim Asfour},
title = {Bi-KVIL: Keypoints-based Visual Imitation Learning of Bimanual Manipulation
Tasks},
booktitle = {{ICRA}},
pages = {16850--16857},
publisher = {{IEEE}},
year = {2024}
}
@inproceedings{DBLP:conf/naacl/GongHMNDZTFGV24,
author = {Ran Gong and
Qiuyuan Huang and
Xiaojian Ma and
Yusuke Noda and
Zane Durante and
Zilong Zheng and
Demetri Terzopoulos and
Li Fei{-}Fei and
Jianfeng Gao and
Hoi Vo},
title = {MindAgent: Emergent Gaming Interaction},
booktitle = {{NAACL-HLT} (Findings)},
pages = {3154--3183},
publisher = {Association for Computational Linguistics},
year = {2024}
}
@inproceedings{DBLP:conf/naacl/LiPGGZ24,
author = {Miaoran Li and
Baolin Peng and
Michel Galley and
Jianfeng Gao and
Zhu Zhang},
title = {Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language
Models},
booktitle = {{NAACL-HLT} (Findings)},
pages = {163--181},
publisher = {Association for Computational Linguistics},
year = {2024}
}
@inproceedings{DBLP:conf/naacl/YuCLRG24,
author = {Xiaodong Yu and
Hao Cheng and
Xiaodong Liu and
Dan Roth and
Jianfeng Gao},
title = {ReEval: Automatic Hallucination Evaluation for Retrieval-Augmented
Large Language Models via Transferable Adversarial Attacks},
booktitle = {{NAACL-HLT} (Findings)},
pages = {1333--1351},
publisher = {Association for Computational Linguistics},
year = {2024}
}
@inproceedings{DBLP:conf/naacl/YuPG0024,
author = {Xiao Yu and
Baolin Peng and
Michel Galley and
Jianfeng Gao and
Zhou Yu},
title = {Teaching Language Models to Self-Improve through Interactive Demonstrations},
booktitle = {{NAACL-HLT}},
pages = {5127--5149},
publisher = {Association for Computational Linguistics},
year = {2024}
}
@article{DBLP:journals/corr/abs-2401-01651,
author = {Fanda Fan and
Chunjie Luo and
Wanling Gao and
Jianfeng Zhan},
title = {AIGCBench: Comprehensive Evaluation of Image-to-Video Content Generated
by {AI}},
journal = {CoRR},
volume = {abs/2401.01651},
year = {2024}
}
@article{DBLP:journals/corr/abs-2401-03568,
author = {Zane Durante and
Qiuyuan Huang and
Naoki Wake and
Ran Gong and
Jae Sung Park and
Bidipta Sarkar and
Rohan Taori and
Yusuke Noda and
Demetri Terzopoulos and
Yejin Choi and
Katsushi Ikeuchi and
Hoi Vo and
Li Fei{-}Fei and
Jianfeng Gao},
title = {Agent {AI:} Surveying the Horizons of Multimodal Interaction},
journal = {CoRR},
volume = {abs/2401.03568},
year = {2024}
}
@article{DBLP:journals/corr/abs-2401-05561,
author = {Lichao Sun and
Yue Huang and
Haoran Wang and
Siyuan Wu and
Qihui Zhang and
Chujie Gao and
Yixin Huang and
Wenhan Lyu and
Yixuan Zhang and
Xiner Li and
Zhengliang Liu and
Yixin Liu and
Yijue Wang and
Zhikun Zhang and
Bhavya Kailkhura and
Caiming Xiong and
Chaowei Xiao and
Chunyuan Li and
Eric P. Xing and
Furong Huang and
Hao Liu and
Heng Ji and
Hongyi Wang and
Huan Zhang and
Huaxiu Yao and
Manolis Kellis and
Marinka Zitnik and
Meng Jiang and
Mohit Bansal and
James Zou and
Jian Pei and
Jian Liu and
Jianfeng Gao and
Jiawei Han and
Jieyu Zhao and
Jiliang Tang and
Jindong Wang and
John C. Mitchell and
Kai Shu and
Kaidi Xu and
Kai{-}Wei Chang and
Lifang He and
Lifu Huang and
Michael Backes and
Neil Zhenqiang Gong and
Philip S. Yu and
Pin{-}Yu Chen and
Quanquan Gu and
Ran Xu and
Rex Ying and
Shuiwang Ji and
Suman Jana and
Tianlong Chen and
Tianming Liu and
Tianyi Zhou and
William Wang and
Xiang Li and
Xiangliang Zhang and
Xiao Wang and
Xing Xie and
Xun Chen and
Xuyu Wang and
Yan Liu and
Yanfang Ye and
Yinzhi Cao and
Yue Zhao},
title = {TrustLLM: Trustworthiness in Large Language Models},
journal = {CoRR},
volume = {abs/2401.05561},
year = {2024}
}
@article{DBLP:journals/corr/abs-2401-13986,
author = {Yanda Chen and
Chandan Singh and
Xiaodong Liu and
Simiao Zuo and
Bin Yu and
He He and
Jianfeng Gao},
title = {Towards Consistent Natural-Language Explanations via Explanation-Consistency
Finetuning},
journal = {CoRR},
volume = {abs/2401.13986},
year = {2024}
}
@article{DBLP:journals/corr/abs-2402-01761,
author = {Chandan Singh and
Jeevana Priya Inala and
Michel Galley and
Rich Caruana and
Jianfeng Gao},
title = {Rethinking Interpretability in the Era of Large Language Models},
journal = {CoRR},
volume = {abs/2402.01761},
year = {2024}
}
@article{DBLP:journals/corr/abs-2402-03774,
author = {Yufan Zhuang and
Liyuan Liu and
Chandan Singh and
Jingbo Shang and
Jianfeng Gao},
title = {Learning a Decision Tree Algorithm with Transformers},
journal = {CoRR},
volume = {abs/2402.03774},
year = {2024}
}
@article{DBLP:journals/corr/abs-2402-05929,
author = {Zane Durante and
Bidipta Sarkar and
Ran Gong and
Rohan Taori and
Yusuke Noda and
Paul Tang and
Ehsan Adeli and
Shrinidhi Kowshika Lakshmikanth and
Kevin A. Schulman and
Arnold Milstein and
Demetri Terzopoulos and
Ade Famoti and
Noboru Kuno and
Ashley J. Llorens and
Hoi Vo and
Katsushi Ikeuchi and
Li Fei{-}Fei and
Jianfeng Gao and
Naoki Wake and
Qiuyuan Huang},
title = {An Interactive Agent Foundation Model},
journal = {CoRR},
volume = {abs/2402.05929},
year = {2024}
}
@article{DBLP:journals/corr/abs-2402-06196,
author = {Shervin Minaee and
Tom{\'{a}}s Mikolov and
Narjes Nikzad and
Meysam Chenaghlu and
Richard Socher and
Xavier Amatriain and
Jianfeng Gao},
title = {Large Language Models: {A} Survey},
journal = {CoRR},
volume = {abs/2402.06196},
year = {2024}
}
@article{DBLP:journals/corr/abs-2402-06665,
author = {Tarun Gupta and
Wenbo Gong and
Chao Ma and
Nick Pawlowski and
Agrin Hilmkil and
Meyer Scetbon and
Ade Famoti and
Ashley Juan Llorens and
Jianfeng Gao and
Stefan Bauer and
Danica Kragic and
Bernhard Sch{\"{o}}lkopf and
Cheng Zhang},
title = {The Essential Role of Causality in Foundation World Models for Embodied
{AI}},
journal = {CoRR},
volume = {abs/2402.06665},
year = {2024}
}
@article{DBLP:journals/corr/abs-2402-17177,
author = {Yixin Liu and
Kai Zhang and
Yuan Li and
Zhiling Yan and
Chujie Gao and
Ruoxi Chen and
Zhengqing Yuan and
Yue Huang and
Hanchi Sun and
Jianfeng Gao and
Lifang He and
Lichao Sun},
title = {Sora: {A} Review on Background, Technology, Limitations, and Opportunities
of Large Vision Models},
journal = {CoRR},
volume = {abs/2402.17177},
year = {2024}
}
@article{DBLP:journals/corr/abs-2403-00833,
author = {Qiuyuan Huang and
Naoki Wake and
Bidipta Sarkar and
Zane Durante and
Ran Gong and
Rohan Taori and
Yusuke Noda and
Demetri Terzopoulos and
Noboru Kuno and
Ade Famoti and
Ashley J. Llorens and
John Langford and
Hoi Vo and
Li Fei{-}Fei and
Katsushi Ikeuchi and
Jianfeng Gao},
title = {Position Paper: Agent {AI} Towards a Holistic Intelligence},
journal = {CoRR},
volume = {abs/2403.00833},
year = {2024}
}
@article{DBLP:journals/corr/abs-2403-01002,
author = {Zelalem Gero and
Chandan Singh and
Yiqing Xie and
Sheng Zhang and
Tristan Naumann and
Jianfeng Gao and
Hoifung Poon},
title = {Attribute Structuring Improves LLM-Based Evaluation of Clinical Text
Summaries},
journal = {CoRR},
volume = {abs/2403.01002},
year = {2024}
}
@article{DBLP:journals/corr/abs-2403-03270,
author = {Jianfeng Gao and
Xiaoshu Jin and
Franziska Krebs and
No{\'{e}}mie Jaquier and
Tamim Asfour},
title = {Bi-KVIL: Keypoints-based Visual Imitation Learning of Bimanual Manipulation
Tasks},
journal = {CoRR},
volume = {abs/2403.03270},
year = {2024}
}
@article{DBLP:journals/corr/abs-2403-04634,
author = {Hitesh Kandala and
Jianfeng Gao and
Jianwei Yang},
title = {Pix2Gif: Motion-Guided Diffusion for {GIF} Generation},
journal = {CoRR},
volume = {abs/2403.04634},
year = {2024}
}
@article{DBLP:journals/corr/abs-2403-06430,
author = {Zhenbo Song and
Wenhao Gao and
Kaihao Zhang and
Wenhan Luo and
Zhaoxin Fan and
Jianfeng Lu},
title = {{AS-FIBA:} Adaptive Selective Frequency-Injection for Backdoor Attack
on Deep Face Restoration},
journal = {CoRR},
volume = {abs/2403.06430},
year = {2024}
}
@article{DBLP:journals/corr/abs-2403-08002,
author = {Juan Manuel Zambrano Chaves and
Shih{-}Cheng Huang and
Yanbo Xu and
Hanwen Xu and
Naoto Usuyama and
Sheng Zhang and
Fei Wang and
Yujia Xie and
Mahmoud Khademi and
Ziyi Yang and
Hany Hassan Awadalla and
Julia Gong and
Houdong Hu and
Jianwei Yang and
Chunyuan Li and
Jianfeng Gao and
Yu Gu and
Cliff Wong and
Mu Wei and
Tristan Naumann and
Muhao Chen and
Matthew P. Lungren and
Serena Yeung{-}Levy and
Curtis P. Langlotz and
Sheng Wang and
Hoifung Poon},
title = {Training Small Multimodal Models to Bridge Biomedical Competency Gap:
{A} Case Study in Radiology Imaging},
journal = {CoRR},
volume = {abs/2403.08002},
year = {2024}
}
@article{DBLP:journals/corr/abs-2403-11183,
author = {Cenyuan Zhang and
Xiaoqing Zheng and
Ruicheng Yin and
Shujie Geng and
Jianhan Xu and
Xuan Gao and
Changze Lv and
Zixuan Ling and
Xuanjing Huang and
Miao Cao and
Jianfeng Feng},
title = {Decoding Continuous Character-based Language from Non-invasive Brain
Recordings},
journal = {CoRR},
volume = {abs/2403.11183},
year = {2024}
}
@article{DBLP:journals/corr/abs-2403-14000,
author = {Yichen Cai and
Jianfeng Gao and
Christoph Pohl and
Tamim Asfour},
title = {Visual Imitation Learning of Task-Oriented Object Grasping and Rearrangement},
journal = {CoRR},
volume = {abs/2403.14000},
year = {2024}
}
@article{DBLP:journals/corr/abs-2404-00021,
author = {Jianfeng Zhan and
Lei Wang and
Wanling Gao and
Hongxiao Li and
Chenxi Wang and
Yunyou Huang and
Yatao Li and
Zhengxin Yang and
Guoxin Kang and
Chunjie Luo and
Hainan Ye and
Shaopeng Dai and
Zhifei Zhang},
title = {Evaluatology: The Science and Engineering of Evaluation},
journal = {CoRR},
volume = {abs/2404.00021},
year = {2024}
}
@article{DBLP:journals/corr/abs-2404-16375,
author = {An Yan and
Zhengyuan Yang and
Junda Wu and
Wanrong Zhu and
Jianwei Yang and
Linjie Li and
Kevin Lin and
Jianfeng Wang and
Julian J. McAuley and
Jianfeng Gao and
Lijuan Wang},
title = {List Items One by One: {A} New Data Source and Learning Paradigm for
Multimodal LLMs},
journal = {CoRR},
volume = {abs/2404.16375},
year = {2024}
}
@article{DBLP:journals/corr/abs-2405-12491,
author = {Xu Wen and
Wanling Gao and
Lei Wang and
Jianfeng Zhan},
title = {Bridging the Gap Between Domain-specific Frameworks and Multiple Hardware
Devices},
journal = {CoRR},
volume = {abs/2405.12491},
year = {2024}
}
@article{DBLP:journals/corr/abs-2405-12971,
author = {Theodore Zhao and
Yu Gu and
Jianwei Yang and
Naoto Usuyama and
Ho Hin Lee and
Tristan Naumann and
Jianfeng Gao and
Angela Crabtree and
Jacob Abel and
Christine Moung and
Brian Piening and
Carlo Bifulco and
Mu Wei and
Hoifung Poon and
Sheng Wang},
title = {BiomedParse: a biomedical foundation model for image parsing of everything
everywhere all at once},
journal = {CoRR},
volume = {abs/2405.12971},
year = {2024}
}
@article{DBLP:journals/corr/abs-2405-16714,
author = {Vinamra Benara and
Chandan Singh and
John X. Morris and
Richard Antonello and
Ion Stoica and
Alexander G. Huth and
Jianfeng Gao},
title = {Crafting Interpretable Embeddings by Asking LLMs Questions},
journal = {CoRR},
volume = {abs/2405.16714},
year = {2024}
}
@article{DBLP:journals/corr/abs-2405-17430,
author = {Mu Cai and
Jianwei Yang and
Jianfeng Gao and
Yong Jae Lee},
title = {Matryoshka Multimodal Models},
journal = {CoRR},
volume = {abs/2405.17430},
year = {2024}
}
@article{DBLP:journals/corr/abs-2406-04334,
author = {Lingchen Meng and
Jianwei Yang and
Rui Tian and
Xiyang Dai and
Zuxuan Wu and
Jianfeng Gao and
Yu{-}Gang Jiang},
title = {DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and
Effective for LMMs},
journal = {CoRR},
volume = {abs/2406.04334},
year = {2024}
}
@article{DBLP:journals/corr/abs-2406-07362,
author = {Wanling Gao and
Yuan Liu and
Zhuoming Yu and
Dandan Cui and
Wenjing Liu and
Xiaoshuang Liang and
Jiahui Zhao and
Jiyue Xie and
Hao Li and
Li Ma and
Ning Ye and
Yumiao Kang and
Dingfeng Luo and
Peng Pan and
Wei Huang and
Zhongmou Liu and
Jizhong Hu and
Fan Huang and
Gangyuan Zhao and
Chongrong Jiang and
Tianyi Wei and
Zhifei Zhang and
Yunyou Huang and
Jianfeng Zhan},
title = {AI.vs.Clinician: Unveiling Intricate Interactions Between {AI} and
Clinicians through an Open-Access Database},
journal = {CoRR},
volume = {abs/2406.07362},
year = {2024}
}
@article{DBLP:journals/corr/abs-2406-10421,
author = {Tu Anh Dinh and
Carlos Mullov and
Leonard B{\"{a}}rmann and
Zhaolin Li and
Danni Liu and
Simon Rei{\ss} and
Jueun Lee and
Nathan Lerzer and
Fabian T{\"{e}}rnava and
Jianfeng Gao and
Alexander Waibel and
Tamim Asfour and
Michael Beigl and
Rainer Stiefelhagen and
Carsten Dachsbacher and
Klemens B{\"{o}}hm and
Jan Niehues},
title = {SciEx: Benchmarking Large Language Models on Scientific Exams with
Human Expert Grading and Automatic Grading},
journal = {CoRR},
volume = {abs/2406.10421},
year = {2024}
}
@article{DBLP:journals/corr/abs-2406-10819,
author = {Dongping Chen and
Yue Huang and
Siyuan Wu and
Jingyu Tang and
Liuyi Chen and
Yilin Bai and
Zhigang He and
Chenlong Wang and
Huichi Zhou and
Yiqiang Li and
Tianshuo Zhou and
Yue Yu and
Chujie Gao and
Qihui Zhang and
Yi Gui and
Zhen Li and
Yao Wan and
Pan Zhou and
Jianfeng Gao and
Lichao Sun},
title = {{GUI-WORLD:} {A} Dataset for GUI-oriented Multimodal LLM-based Agents},
journal = {CoRR},
volume = {abs/2406.10819},
year = {2024}
}
@article{DBLP:journals/corr/abs-2406-10959,
author = {Jin Ma and
Gaozhan Wang and
Jianfeng Zhang},
title = {On Convergence and Rate of Convergence of Policy Improvement Algorithms},
journal = {CoRR},
volume = {abs/2406.10959},
year = {2024}
}
@article{DBLP:journals/corr/abs-2406-15132,
author = {Zhengxin Yang and
Wanling Gao and
Luzhou Peng and
Yunyou Huang and
Fei Tang and
Jianfeng Zhan},
title = {Younger: The First Dataset for Artificial Intelligence-Generated Neural
Network Architecture},
journal = {CoRR},
volume = {abs/2406.15132},
year = {2024}
}
@article{DBLP:journals/corr/abs-2406-18966,
author = {Siyuan Wu and
Yue Huang and
Chujie Gao and
Dongping Chen and
Qihui Zhang and
Yao Wan and
Tianyi Zhou and
Xiangliang Zhang and
Jianfeng Gao and
Chaowei Xiao and
Lichao Sun},
title = {UniGen: {A} Unified Framework for Textual Dataset Generation Using
Large Language Models},
journal = {CoRR},
volume = {abs/2406.18966},
year = {2024}
}
@article{DBLP:journals/corr/abs-2407-08554,
author = {Wanling Gao and
Yunyou Huang and
Dandan Cui and
Zhuoming Yu and
Wenjing Liu and
Xiaoshuang Liang and
Jiahui Zhao and
Jiyue Xie and
Hao Li and
Li Ma and
Ning Ye and
Yumiao Kang and
Dingfeng Luo and
Peng Pan and
Wei Huang and
Zhongmou Liu and
Jizhong Hu and
Gangyuan Zhao and
Chongrong Jiang and
Fan Huang and
Tianyi Wei and
Suqin Tang and
Bingjie Xia and
Zhifei Zhang and
Jianfeng Zhan},
title = {Establishing Rigorous and Cost-effective Clinical Trials for Artificial
Intelligence Models},
journal = {CoRR},
volume = {abs/2407.08554},
year = {2024}
}
@article{DBLP:journals/corr/abs-2407-09590,
author = {Zeliang Zhang and
Xiaodong Liu and
Hao Cheng and
Chenliang Xu and
Jianfeng Gao},
title = {Diversifying the Expert Knowledge for Task-Agnostic Pruning in Sparse
Mixture-of-Experts},
journal = {CoRR},
volume = {abs/2407.09590},
year = {2024}
}
@article{DBLP:journals/corr/abs-2407-11486,
author = {Jialong Huang and
Gaojie Li and
Shichao Kan and
Jianfeng Liu and
Yixiong Liang},
title = {An efficient framework based on large foundation model for cervical
cytopathology whole slide image screening},
journal = {CoRR},
volume = {abs/2407.11486},
year = {2024}
}
@article{DBLP:journals/corr/abs-2408-06603,
author = {Rui Ying and
Mengting Hu and
Jianfeng Wu and
Yalan Xie and
Xiaoyi Liu and
Zhunheng Wang and
Ming Jiang and
Hang Gao and
Linlin Zhang and
Renhong Cheng},
title = {Simple but Effective Compound Geometric Operations for Temporal Knowledge
Graph Completion},
journal = {CoRR},
volume = {abs/2408.06603},
year = {2024}
}
@article{DBLP:journals/corr/abs-2408-12158,
author = {Guoxin Kang and
Wanling Gao and
Lei Wang and
Chunjie Luo and
Hainan Ye and
Qian He and
Shaopeng Dai and
Jianfeng Zhan},
title = {Could Bibliometrics Reveal Top Science and Technology Achievements
and Researchers? The Case for Evaluatology-based Science and Technology
Evaluation},
journal = {CoRR},
volume = {abs/2408.12158},
year = {2024}
}
@article{DBLP:journals/corr/abs-2408-16119,
author = {Chenglong Wang and
Bongshin Lee and
Steven Mark Drucker and
Dan Marshall and
Jianfeng Gao},
title = {Data Formulator 2: Iteratively Creating Rich Visualizations with {AI}},
journal = {CoRR},
volume = {abs/2408.16119},
year = {2024}
}
@article{DBLP:journals/corr/abs-2408-17129,
author = {Xiaodi Li and
Jianfeng Gui and
Qian Gao and
Haoyuan Shi and
Zhenyu Yue},
title = {Controllable Edge-Type-Specific Interpretation in Multi-Relational
Graph Neural Networks for Drug Response Prediction},
journal = {CoRR},
volume = {abs/2408.17129},
year = {2024}
}
@book{DBLP:series/irs/GaoXBC23,
author = {Jianfeng Gao and
Chenyan Xiong and
Paul Bennett and
Nick Craswell},
title = {Neural Approaches to Conversational Information Retrieval},
series = {The Information Retrieval Series},
volume = {44},
publisher = {Springer},
year = {2023}
}
@article{DBLP:journals/cbm/SunWZGXLSLWN23,
author = {Jiawei Sun and
Bobo Wu and
Tong Zhao and
Liugang Gao and
Kai Xie and
Tao Lin and
Jianfeng Sui and
Xiaoqin Li and
Xiaojin Wu and
Xinye Ni},
title = {Classification for thyroid nodule using ViT with contrastive learning
in ultrasound images},
journal = {Comput. Biol. Medicine},
volume = {152},
pages = {106444},
year = {2023}
}
@article{DBLP:journals/chinaf/HuangCZWSHCDYYLGZZ23,
author = {Yan Huang and
Kaihua Cao and
Kun Zhang and
Jinkai Wang and
Kewen Shi and
Zuolei Hao and
Wenlong Cai and
Ao Du and
Jialiang Yin and
Qing Yang and
Junfeng Li and
Jianfeng Gao and
Chao Zhao and
Weisheng Zhao},
title = {Implementation of 16 Boolean logic operations based on one basic cell
of spin-transfer-torque magnetic random access memory},
journal = {Sci. China Inf. Sci.},
volume = {66},
number = {6},
year = {2023}
}
@article{DBLP:journals/chinaf/YuGYWGXSCGLCL23,
author = {Haoran Yu and
Tiancheng Gong and
Peng Yuan and
Yuan Wang and
Zhaomeng Gao and
Xiaoxin Xu and
Ying Sun and
Ran Cheng and
Jianfeng Gao and
Junfeng Li and
Bing Chen and
Qing Luo},
title = {Transport mechanism in Hf0.5Zr0.5O2-based ferroelectric diodes},
journal = {Sci. China Inf. Sci.},
volume = {66},
number = {12},
year = {2023}
}
@article{DBLP:journals/cmpb/GaoXSLSYN23,
author = {Liugang Gao and
Kai Xie and
Jiawei Sun and
Tao Lin and
Jianfeng Sui and
Guanyu Yang and
Xinye Ni},
title = {A transformer-based dual-domain network for reconstructing {FOV} extended
cone-beam {CT} images from truncated sinograms in radiation therapy},
journal = {Comput. Methods Programs Biomed.},
volume = {241},
pages = {107767},
year = {2023}
}
@article{DBLP:journals/cmpb/XieGXZZZSLSN23,
author = {Kai Xie and
Liugang Gao and
Qianyi Xi and
Heng Zhang and
Sai Zhang and
Fan Zhang and
Jiawei Sun and
Tao Lin and
Jianfeng Sui and
Xinye Ni},
title = {New technique and application of truncated {CBCT} processing in adaptive
radiotherapy for breast cancer},
journal = {Comput. Methods Programs Biomed.},
volume = {231},
pages = {107393},
year = {2023}
}
@article{DBLP:journals/dm/SunHZ23,
author = {Gaoxing Sun and
Jianfeng Hou and
Qinghou Zeng},
title = {Large induced subgraphs with three repeated degrees},
journal = {Discret. Math.},
volume = {346},
number = {5},
pages = {113344},
year = {2023}
}
@article{DBLP:journals/icl/GaoWZ23,
author = {Xu Gao and
Jianfeng Wang and
Mingzheng Zhou},
title = {The Research of Resource Allocation Method Based on {GCN-LSTM} in
5G Network},
journal = {{IEEE} Commun. Lett.},
volume = {27},
number = {3},
pages = {926--930},
year = {2023}
}
@article{DBLP:journals/mbec/XieGZZXZSLSN23,
author = {Kai Xie and
Liugang Gao and
Heng Zhang and
Sai Zhang and
Qianyi Xi and
Fan Zhang and
Jiawei Sun and
Tao Lin and
Jianfeng Sui and
Xinye Ni},
title = {Inpainting truncated areas of {CT} images based on generative adversarial
networks with gated convolution for radiotherapy},
journal = {Medical Biol. Eng. Comput.},
volume = {61},
number = {7},
pages = {1757--1772},
year = {2023}
}
@article{DBLP:journals/pami/GaoHZZZ23,
author = {Yuan Gao and
Jianfeng He and
Tianzhu Zhang and
Zhe Zhang and
Yongdong Zhang},
title = {Dynamic Keypoint Detection Network for Image Matching},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {12},
pages = {14404--14419},
year = {2023}
}
@article{DBLP:journals/patterns/TinnCGULNGP23,
author = {Robert Tinn and
Hao Cheng and
Yu Gu and
Naoto Usuyama and
Xiaodong Liu and
Tristan Naumann and
Jianfeng Gao and
Hoifung Poon},
title = {Fine-tuning large neural language models for biomedical natural language
processing},
journal = {Patterns},
volume = {4},
number = {4},
pages = {100729},
year = {2023}
}
@article{DBLP:journals/remotesensing/ChenZHMQG23,
author = {Shize Chen and
Linlin Zhang and
Xinli Hu and
Qingyan Meng and
Jiangkang Qian and
Jianfeng Gao},
title = {A Spatiotemporal Fusion Model of Land Surface Temperature Based on
Pixel Long Time-Series Regression: Expanding Inputs for Efficient
Generation of Robust Fused Results},
journal = {Remote. Sens.},
volume = {15},
number = {21},
pages = {5211},
year = {2023}
}
@article{DBLP:journals/tacl/McCoySL0C23,
author = {R. Thomas McCoy and
Paul Smolensky and
Tal Linzen and
Jianfeng Gao and
Asli Celikyilmaz},
title = {How Much Do Language Models Copy From Their Training Data? Evaluating
Linguistic Novelty in Text Generation Using {RAVEN}},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {11},
pages = {652--670},
year = {2023}
}
@article{DBLP:journals/tcasII/QianSGWZX23,
author = {Jian{-}Feng Qian and
Benito Sanz{-}Izquierdo and
Steven Gao and
Hanyang Wang and
Hai Zhou and
Huiliang Xu},
title = {A Common-Resonator Filtering Hybrid With a Wide Stopband and Compact
Size},
journal = {{IEEE} Trans. Circuits Syst. {II} Express Briefs},
volume = {70},
number = {9},
pages = {3358--3362},
year = {2023}
}
@article{DBLP:journals/tcst/LiGDWGD23,
author = {Weihua Li and
Junlong Guo and
Liang Ding and
Jianfeng Wang and
Haibo Gao and
Zongquan Deng},
title = {Teleoperation of Wheeled Mobile Robot With Dynamic Longitudinal Slippage},
journal = {{IEEE} Trans. Control. Syst. Technol.},
volume = {31},
number = {1},
pages = {99--113},
year = {2023}
}
@article{DBLP:journals/tits/GuoGLHZLM23,
author = {Jingjing Guo and
Huamin Gao and
Zhiquan Liu and
Feiran Huang and
Junwei Zhang and
Xinghua Li and
Jianfeng Ma},
title = {{ICRA:} An Intelligent Clustering Routing Approach for {UAV} Ad Hoc
Networks},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {24},
number = {2},
pages = {2447--2460},
year = {2023}
}
@article{DBLP:journals/tmlr/GuiCHSH0B23,
author = {Liangke Gui and
Yingshan Chang and
Qiuyuan Huang and
Subhojit Som and
Alexander G. Hauptmann and
Jianfeng Gao and
Yonatan Bisk},
title = {Training Vision-Language Transformers from Captions},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023}
}
@article{DBLP:journals/trob/GaoTJA23,
author = {Jianfeng Gao and
Zhi Tao and
No{\'{e}}mie Jaquier and
Tamim Asfour},
title = {{K-VIL:} Keypoints-Based Visual Imitation Learning},
journal = {{IEEE} Trans. Robotics},
volume = {39},
number = {5},
pages = {3888--3908},
year = {2023}
}
@article{DBLP:journals/tvlsi/RenHCGWYWFXLGCZLWZCM23,
author = {Qirui Ren and
Qiang Huo and
Zhisheng Chen and
Qi Gao and
Yiming Wang and
Yiming Yang and
Hao Wu and
Xiangqu Fu and
Xiaoxin Xu and
Qing Luo and
Jianfeng Gao and
Chengying Chen and
Xiaojin Zhao and
Dengyun Lei and
Xinghua Wang and
Feng Zhang and
Yong Chen and
Pui{-}In Mak},
title = {A Security-Enhanced, Charge-Pump-Free, ISO14443-A-/ISO10373-6-Compliant
{RFID} Tag With 16.2-{\(\mu\)}W Embedded {RRAM} and Reconfigurable
Strong {PUF}},
journal = {{IEEE} Trans. Very Large Scale Integr. Syst.},
volume = {31},
number = {2},
pages = {243--252},
year = {2023}
}
@inproceedings{DBLP:conf/acl/000200G23,
author = {Hao Cheng and
Hao Fang and
Xiaodong Liu and
Jianfeng Gao},
title = {Task-Aware Specialization for Efficient and Robust Dense Retrieval
for Open-Domain Question Answering},
booktitle = {{ACL} {(2)}},
pages = {1864--1875},
publisher = {Association for Computational Linguistics},
year = {2023}
}
@inproceedings{DBLP:conf/acl/GongXLBXCGS23,
author = {Linyuan Gong and
Chenyan Xiong and
Xiaodong Liu and
Payal Bajaj and
Yiqing Xie and
Alvin Cheung and
Jianfeng Gao and
Xia Song},
title = {Model-Generated Pretraining Signals Improves Zero-Shot Generalization
of Text-to-Text Transformers},
booktitle = {{ACL} {(1)}},
pages = {12933--12950},
publisher = {Association for Computational Linguistics},
year = {2023}
}
@inproceedings{DBLP:conf/acl/HePWLXHSZX0G023,
author = {Pengcheng He and
Baolin Peng and
Song Wang and
Yang Liu and
Ruochen Xu and
Hany Hassan and
Yu Shi and
Chenguang Zhu and
Wayne Xiong and
Michael Zeng and
Jianfeng Gao and
Xuedong Huang},
title = {Z-Code++: {A} Pre-trained Language Model Optimized for Abstractive
Summarization},
booktitle = {{ACL} {(1)}},
pages = {5095--5112},
publisher = {Association for Computational Linguistics},
year = {2023}
}
@inproceedings{DBLP:conf/acl/JawaharMLKALABG23,
author = {Ganesh Jawahar and
Subhabrata Mukherjee and
Xiaodong Liu and
Young Jin Kim and
Muhammad Abdul{-}Mageed and
Laks V. S. Lakshmanan and
Ahmed Hassan Awadallah and
S{\'{e}}bastien Bubeck and
Jianfeng Gao},
title = {AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation
for Efficient Neural Machine Translation},
booktitle = {{ACL} (Findings)},
pages = {9116--9132},
publisher = {Association for Computational Linguistics},
year = {2023}
}
@inproceedings{DBLP:conf/acl/LiPHGYG23,
author = {Yu Li and
Baolin Peng and
Pengcheng He and
Michel Galley and
Zhou Yu and
Jianfeng Gao},
title = {{DIONYSUS:} {A} Pre-trained Model for Low-Resource Dialogue Summarization},
booktitle = {{ACL} {(1)}},
pages = {1368--1386},
publisher = {Association for Computational Linguistics},
year = {2023}
}
@inproceedings{DBLP:conf/acl/MaCZ0NG23,
author = {Kaixin Ma and
Hao Cheng and
Yu Zhang and
Xiaodong Liu and
Eric Nyberg and
Jianfeng Gao},
title = {Chain-of-Skills: {A} Configurable Model for Open-Domain Question Answering},
booktitle = {{ACL} {(1)}},
pages = {1599--1618},
publisher = {Association for Computational Linguistics},
year = {2023}
}
@inproceedings{DBLP:conf/acl/WangHDHSMARG23,
author = {Borui Wang and
Qiuyuan Huang and
Budhaditya Deb and
Aaron Halfaker and
Liqun Shao and
Daniel McDuff and
Ahmed Hassan Awadallah and
Dragomir Radev and
Jianfeng Gao},
title = {Logical Transformers: Infusing Logical Structures into Pre-Trained
Language Models},
booktitle = {{ACL} (Findings)},
pages = {1762--1773},
publisher = {Association for Computational Linguistics},
year = {2023}
}
@inproceedings{DBLP:conf/bench/LiGWSWZ23,
author = {Yatao Li and
Wanling Gao and
Lei Wang and
Lixin Sun and
Zun Wang and
Jianfeng Zhan},
title = {Does {AI} for Science Need Another ImageNet or Totally Different Benchmarks?
{A} Case Study of Machine Learning Force Fields},
booktitle = {Bench},
series = {Lecture Notes in Computer Science},
volume = {14521},
pages = {38--52},
publisher = {Springer},
year = {2023}
}
@inproceedings{DBLP:conf/bench/TangGPZ23,
author = {Fei Tang and
Wanling Gao and
Luzhou Peng and
Jianfeng Zhan},
title = {AGIBench: {A} Multi-granularity, Multimodal, Human-Referenced, Auto-Scoring
Benchmark for Large Language Models},
booktitle = {Bench},
series = {Lecture Notes in Computer Science},
volume = {14521},
pages = {137--152},
publisher = {Springer},
year = {2023}
}
@inproceedings{DBLP:conf/blackboxnlp/SinghMARG23,
author = {Chandan Singh and
John X. Morris and
Jyoti Aneja and
Alexander M. Rush and
Jianfeng Gao},
title = {Explaining Data Patterns in Natural Language with Language Models},
booktitle = {BlackboxNLP@EMNLP},
pages = {31--55},
publisher = {Association for Computational Linguistics},
year = {2023}
}
@inproceedings{DBLP:conf/cacre/LiYGYYHGZ23,
author = {Fei Li and
Xuejie Yang and
Hui Gao and
Zengwei Yue and
Jianfeng Yu and
Teng He and
Tianfei Guo and
Xuke Zhong},
title = {{REP-YOLOX:} An Efficient Model for Defect Detection in Gas Insulated
Switchgear Equipment},
booktitle = {{CACRE}},
pages = {13--18},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/case/GaoZLXH23,
author = {Wentao Gao and
Hao Zhang and
Jianfeng Lu and
Luyao Xia and
Tiaojuan Han},
title = {Design of Government Low-Carbon Subsidy Contract Considering Cloud
Manufacturing Service Platform},
booktitle = {{CASE}},
pages = {1--6},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/ccs/LinLLMGM23,
author = {Ziyi Lin and
Jinku Li and
Bowen Li and
Haoyu Ma and
Debin Gao and
Jianfeng Ma},
title = {TypeSqueezer: When Static Recovery of Function Signatures for Binary
Executables Meets Dynamic Analysis},
booktitle = {{CCS}},
pages = {2725--2739},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/cvpr/HeGZZ023,
author = {Jianfeng He and
Yuan Gao and
Tianzhu Zhang and
Zhe Zhang and
Feng Wu},
title = {D\({}^{\mbox{2}}\)Former: Jointly Learning Hierarchical Detectors
and Contextual Descriptors via Agent-Based Transformers},
booktitle = {{CVPR}},
pages = {2904--2914},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/cvpr/LiLWMYGLL23,
author = {Yuheng Li and
Haotian Liu and
Qingyang Wu and
Fangzhou Mu and
Jianwei Yang and
Jianfeng Gao and
Chunyuan Li and
Yong Jae Lee},
title = {{GLIGEN:} Open-Set Grounded Text-to-Image Generation},
booktitle = {{CVPR}},
pages = {22511--22521},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/cvpr/LiuSY0GLL23,
author = {Haotian Liu and
Kilho Son and
Jianwei Yang and
Ce Liu and
Jianfeng Gao and
Yong Jae Lee and
Chunyuan Li},
title = {Learning Customized Visual Models with Retrieval-Augmented Knowledge},
booktitle = {{CVPR}},
pages = {15148--15158},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/cvpr/SongSZSS023,
author = {Gaochao Song and
Qian Sun and
Luo Zhang and
Ran Su and
Jianfeng Shi and
Ying He},
title = {{OPE-SR:} Orthogonal Position Encoding for Designing a Parameter-free
Upsampling Module in Arbitrary-scale Image Super-Resolution},
booktitle = {{CVPR}},
pages = {10009--10020},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/cvpr/ZouDYGLLDBWYPWL23,
author = {Xueyan Zou and
Zi{-}Yi Dou and
Jianwei Yang and
Zhe Gan and
Linjie Li and
Chunyuan Li and
Xiyang Dai and
Harkirat Behl and
Jianfeng Wang and
Lu Yuan and
Nanyun Peng and
Lijuan Wang and
Yong Jae Lee and
Jianfeng Gao},
title = {Generalized Decoding for Pixel, Image, and Language},
booktitle = {{CVPR}},
pages = {15116--15127},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/dasfaa/ShiWLGZ23,
author = {Jianfeng Shi and
Heng Wu and
Diaohan Luo and
Heran Gao and
Wenbo Zhang},
title = {InstantChain: Enhancing Order-Execute Blockchain Systems for Latency-Sensitive
Applications},
booktitle = {{DASFAA} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {13943},
pages = {483--498},
publisher = {Springer},
year = {2023}
}
@inproceedings{DBLP:conf/emnlp/0007GLNP0FHLWZG23,
author = {Qi Zhu and
Christian Geishauser and
Hsien{-}Chin Lin and
Carel van Niekerk and
Baolin Peng and
Zheng Zhang and
Shutong Feng and
Michael Heck and
Nurul Lubis and
Dazhen Wan and
Xiaochen Zhu and
Jianfeng Gao and
Milica Gasic and
Minlie Huang},
title = {ConvLab-3: {A} Flexible Dialogue System Toolkit Based on a Unified
Data Format},
booktitle = {{EMNLP} (Demos)},
pages = {106--123},
publisher = {Association for Computational Linguistics},
year = {2023}
}
@inproceedings{DBLP:conf/emnlp/0044CSLWG23,
author = {Yu Zhang and
Hao Cheng and
Zhihong Shen and
Xiaodong Liu and
Ye{-}Yi Wang and
Jianfeng Gao},
title = {Pre-training Multi-task Contrastive Learning Models for Scientific
Literature Understanding},
booktitle = {{EMNLP} (Findings)},
pages = {12259--12275},
publisher = {Association for Computational Linguistics},
year = {2023}
}
@inproceedings{DBLP:conf/emnlp/FaltingsGBPC0GD23,
author = {Felix Faltings and
Michel Galley and
Kiant{\'{e}} Brantley and
Baolin Peng and
Weixin Cai and
Yizhe Zhang and
Jianfeng Gao and
Bill Dolan},
title = {Interactive Text Generation},
booktitle = {{EMNLP}},
pages = {4450--4468},
publisher = {Association for Computational Linguistics},
year = {2023}
}
@inproceedings{DBLP:conf/emnlp/SinghMRGD23,
author = {Chandan Singh and
John X. Morris and
Alexander M. Rush and
Jianfeng Gao and
Yuntian Deng},
title = {Tree Prompting: Efficient Task Adaptation without Fine-Tuning},
booktitle = {{EMNLP}},
pages = {6253--6267},
publisher = {Association for Computational Linguistics},
year = {2023}
}
@inproceedings{DBLP:conf/icira/LiuLLQG23,
author = {Xin Liu and
Jianfeng Lin and
Dongjin Li and
Chenkun Qi and
Feng Gao},
title = {Multi-input Multi-output Sliding Mode Control with High Precision
and Robustness for a 6-PSU Parallel Robot},
booktitle = {{ICIRA} {(7)}},
series = {Lecture Notes in Computer Science},
volume = {14273},
pages = {402--413},
publisher = {Springer},
year = {2023}
}
@inproceedings{DBLP:conf/iclr/00120GP23,
author = {Sheng Zhang and
Hao Cheng and
Jianfeng Gao and
Hoifung Poon},
title = {Optimizing Bi-Encoder for Named Entity Recognition via Contrastive
Learning},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2023}
}
@inproceedings{DBLP:conf/iclr/HeGC23,
author = {Pengcheng He and
Jianfeng Gao and
Weizhu Chen},
title = {DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with
Gradient-Disentangled Embedding Sharing},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2023}
}
@inproceedings{DBLP:conf/iclr/NiIWPMRG23,
author = {Ansong Ni and
Jeevana Priya Inala and
Chenglong Wang and
Alex Polozov and
Christopher Meek and
Dragomir Radev and
Jianfeng Gao},
title = {Learning Math Reasoning from Self-Sampled Correct and Partially-Correct
Solutions},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2023}
}
@inproceedings{DBLP:conf/iclr/Wang0000YGW23,
author = {Weizhi Wang and
Li Dong and
Hao Cheng and
Haoyu Song and
Xiaodong Liu and
Xifeng Yan and
Jianfeng Gao and
Furu Wei},
title = {Visually-Augmented Language Modeling},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2023}
}
@inproceedings{DBLP:conf/icml/DongLCSGL23,
author = {Chengyu Dong and
Liyuan Liu and
Hao Cheng and
Jingbo Shang and
Jianfeng Gao and
Xiaodong Liu},
title = {Understand and Modularize Generator Optimization in ELECTRA-style
Pretraining},
booktitle = {{ICML}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {8244--8259},
publisher = {{PMLR}},
year = {2023}
}
@inproceedings{DBLP:conf/icml/SoulosHMCFSG23,
author = {Paul Soulos and
Edward J. Hu and
Kate McCurdy and
Yunmo Chen and
Roland Fernandez and
Paul Smolensky and
Jianfeng Gao},
title = {Differentiable Tree Operations Promote Compositional Generalization},
booktitle = {{ICML}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {32499--32520},
publisher = {{PMLR}},
year = {2023}
}
@inproceedings{DBLP:conf/ics/WenGLWJZ23,
author = {Xu Wen and
Wanling Gao and
Anzheng Li and
Lei Wang and
Zihan Jiang and
Jianfeng Zhan},
title = {CMLCompiler: {A} Unified Compiler for Classical Machine Learning},
booktitle = {{ICS}},
pages = {63--74},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/icsoc/ShiWLGZ23,
author = {Jianfeng Shi and
Heng Wu and
Wang Liu and
Heran Gao and
Wenbo Zhang},
title = {2DPChain: Orchestrating Transactions in Order-Execute Blockchain to
Exploit Intra-batch and Inter-batch Parallelism},
booktitle = {{ICSOC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {14419},
pages = {275--290},
publisher = {Springer},
year = {2023}
}
@inproceedings{DBLP:conf/mm/LiuZZLQGDW23,
author = {Baolong Liu and
Tianyi Zheng and
Peng Zheng and
Daizong Liu and
Xiaoye Qu and
Junyu Gao and
Jianfeng Dong and
Xun Wang},
title = {Lite-MKD: {A} Multi-modal Knowledge Distillation Framework for Lightweight
Few-shot Action Recognition},
booktitle = {{ACM} Multimedia},
pages = {7283--7294},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/mm/SunLDQGYWW23,
author = {Shengkai Sun and
Daizong Liu and
Jianfeng Dong and
Xiaoye Qu and
Junyu Gao and
Xun Yang and
Xun Wang and
Meng Wang},
title = {Unified Multi-modal Unsupervised Representation Learning for Skeleton-based
Action Understanding},
booktitle = {{ACM} Multimedia},
pages = {2973--2984},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/nips/LiPHGGY23,
author = {Zekun Li and
Baolin Peng and
Pengcheng He and
Michel Galley and
Jianfeng Gao and
Xifeng Yan},
title = {Guiding Large Language Models via Directional Stimulus Prompting},
booktitle = {NeurIPS},
year = {2023}
}
@inproceedings{DBLP:conf/nips/LiWZULYNPG23,
author = {Chunyuan Li and
Cliff Wong and
Sheng Zhang and
Naoto Usuyama and
Haotian Liu and
Jianwei Yang and
Tristan Naumann and
Hoifung Poon and
Jianfeng Gao},
title = {LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine
in One Day},
booktitle = {NeurIPS},
year = {2023}
}
@inproceedings{DBLP:conf/nips/LiuDLYG23,
author = {Liyuan Liu and
Chengyu Dong and
Xiaodong Liu and
Bin Yu and
Jianfeng Gao},
title = {Bridging Discrete and Backpropagation: Straight-Through and Beyond},
booktitle = {NeurIPS},
year = {2023}
}
@inproceedings{DBLP:conf/nips/LuPCGCWZG23,
author = {Pan Lu and
Baolin Peng and
Hao Cheng and
Michel Galley and
Kai{-}Wei Chang and
Ying Nian Wu and
Song{-}Chun Zhu and
Jianfeng Gao},
title = {Chameleon: Plug-and-Play Compositional Reasoning with Large Language
Models},
booktitle = {NeurIPS},
year = {2023}
}
@inproceedings{DBLP:conf/nips/ParkHCLLWYHGF023,
author = {Jae Sung Park and
Jack Hessel and
Khyathi Raghavi Chandu and
Paul Pu Liang and
Ximing Lu and
Peter West and
Youngjae Yu and
Qiuyuan Huang and
Jianfeng Gao and
Ali Farhadi and
Yejin Choi},
title = {Localized Symbolic Knowledge Distillation for Visual Commonsense Models},
booktitle = {NeurIPS},
year = {2023}
}
@inproceedings{DBLP:conf/nips/Wang0CLYGW23,
author = {Weizhi Wang and
Li Dong and
Hao Cheng and
Xiaodong Liu and
Xifeng Yan and
Jianfeng Gao and
Furu Wei},
title = {Augmenting Language Models with Long-Term Memory},
booktitle = {NeurIPS},
year = {2023}
}
@inproceedings{DBLP:conf/nips/ZouYZLLWWGL23,
author = {Xueyan Zou and
Jianwei Yang and
Hao Zhang and
Feng Li and
Linjie Li and
Jianfeng Wang and
Lijuan Wang and
Jianfeng Gao and
Yong Jae Lee},
title = {Segment Everything Everywhere All at Once},
booktitle = {NeurIPS},
year = {2023}
}
@inproceedings{DBLP:conf/rtss/ShiWLG023,
author = {Jianfeng Shi and
Heng Wu and
Wang Liu and
Heran Gao and
Wenbo Zhang},
title = {AgileShard: Turning the Sharded Blockchain into a Real-Time Transaction
Processing System},
booktitle = {{RTSS}},
pages = {105--117},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/sigdial/LiPGGZ23,
author = {Miaoran Li and
Baolin Peng and
Michel Galley and
Jianfeng Gao and
Zhu (Drew) Zhang},
title = {Enhancing Task Bot Engagement with Synthesized Open-Domain Dialog},
booktitle = {{SIGDIAL}},
pages = {496--508},
publisher = {Association for Computational Linguistics},
year = {2023}
}
@inproceedings{DBLP:conf/vlsit/DingYLGWJLCWWGX23,
author = {Yaxin Ding and
Jianguo Yang and
Yu Liu and
Jianfeng Gao and
Yuan Wang and
Pengfei Jiang and
Shuxian Lv and
Yuting Chen and
Boping Wang and
Wei Wei and
Tiancheng Gong and
Kanhao Xue and
Qing Luo and
Xiangshui Miao and
Ming Liu},
title = {16-layer 3D Vertical {RRAM} with Low Read Latency (18ns), High Nonlinearity
({\textgreater}5000) and Ultra-low Leakage Current ({\textasciitilde}pA)
Self-Selective Cells},
booktitle = {{VLSI} Technology and Circuits},
pages = {1--2},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/vlsit/GongXWJYNHWYGLL23,
author = {Tiancheng Gong and
Lihua Xu and
Wei Wei and
Pengfei Jiang and
Peng Yuan and
Bowen Nie and
Yuanquan Huang and
Yuan Wang and
Yang Yang and
Jianfeng Gao and
Junfeng Li and
Jun Luo and
Lingfei Wang and
Jianguo Yang and
Qing Luo and
Ling Li and
Steve S. Chung and
Ming Liu},
title = {First Demonstration of a Design Methodology for Highly Reliable Operation
at High Temperature on 128kb 1T1C FeRAM Chip},
booktitle = {{VLSI} Technology and Circuits},
pages = {1--2},
publisher = {{IEEE}},
year = {2023}
}
@article{DBLP:journals/corr/abs-2301-07093,
author = {Yuheng Li and
Haotian Liu and
Qingyang Wu and
Fangzhou Mu and
Jianwei Yang and
Jianfeng Gao and
Chunyuan Li and
Yong Jae Lee},
title = {{GLIGEN:} Open-Set Grounded Text-to-Image Generation},
journal = {CoRR},
volume = {abs/2301.07093},
year = {2023}
}
@article{DBLP:journals/corr/abs-2301-07094,
author = {Haotian Liu and
Kilho Son and
Jianwei Yang and
Ce Liu and
Jianfeng Gao and
Yong Jae Lee and
Chunyuan Li},
title = {Learning Customized Visual Models with Retrieval-Augmented Knowledge},
journal = {CoRR},
volume = {abs/2301.07094},
year = {2023}
}
@article{DBLP:journals/corr/abs-2301-13441,
author = {Xu Wen and
Wanling Gao and
Anzheng Li and
Lei Wang and
Zihan Jiang and
Jianfeng Zhan},
title = {CMLCompiler: {A} Unified Compiler for Classical Machine Learning},
journal = {CoRR},
volume = {abs/2301.13441},
year = {2023}
}
@article{DBLP:journals/corr/abs-2302-11520,
author = {Zekun Li and
Baolin Peng and
Pengcheng He and
Michel Galley and
Jianfeng Gao and
Xifeng Yan},
title = {Guiding Large Language Models via Directional Stimulus Prompting},
journal = {CoRR},
volume = {abs/2302.11520},
year = {2023}
}
@article{DBLP:journals/corr/abs-2302-11866,
author = {Ke Liu and
Wanling Gao and
Chunjie Luo and
Cheng Huang and
Chunxin Lan and
Zhenxing Zhang and
Lei Wang and
Xiwen He and
Nan Li and
Jianfeng Zhan},
title = {DCNetBench: Scaleable Data Center Network Benchmarking},
journal = {CoRR},
volume = {abs/2302.11866},
year = {2023}
}
@article{DBLP:journals/corr/abs-2302-12813,
author = {Baolin Peng and
Michel Galley and
Pengcheng He and
Hao Cheng and
Yujia Xie and
Yu Hu and
Qiuyuan Huang and
Lars Liden and
Zhou Yu and
Weizhu Chen and
Jianfeng Gao},
title = {Check Your Facts and Try Again: Improving Large Language Models with
External Knowledge and Automated Feedback},
journal = {CoRR},
volume = {abs/2302.12813},
year = {2023}
}
@article{DBLP:journals/corr/abs-2302-12954,
author = {Lei Wang and
Kaiyong Yang and
Chenxi Wang and
Wanling Gao and
Chunjie Luo and
Fan Zhang and
Zhongxin Ge and
Li Zhang and
Guoxin Kang and
Jianfeng Zhan},
title = {{WPC:} Whole-picture Workload Characterization},
journal = {CoRR},
volume = {abs/2302.12954},
year = {2023}
}
@article{DBLP:journals/corr/abs-2303-00908,
author = {Felix Faltings and
Michel Galley and
Baolin Peng and
Kiant{\'{e}} Brantley and
Weixin Cai and
Yizhe Zhang and
Jianfeng Gao and
Bill Dolan},
title = {Interactive Text Generation},
journal = {CoRR},
volume = {abs/2303.00908},
year = {2023}
}
@article{DBLP:journals/corr/abs-2303-01091,
author = {Gaochao Song and
Luo Zhang and
Ran Su and
Jianfeng Shi and
Ying He and
Qian Sun},
title = {{OPE-SR:} Orthogonal Position Encoding for Designing a Parameter-free
Upsampling Module in Arbitrary-scale Image Super-Resolution},
journal = {CoRR},
volume = {abs/2303.01091},
year = {2023}
}
@article{DBLP:journals/corr/abs-2303-08131,
author = {Hao Zhang and
Feng Li and
Xueyan Zou and
Shilong Liu and
Chunyuan Li and
Jianfeng Gao and
Jianwei Yang and
Lei Zhang},
title = {A Simple Framework for Open-Vocabulary Segmentation and Detection},
journal = {CoRR},
volume = {abs/2303.08131},
year = {2023}
}
@article{DBLP:journals/corr/abs-2303-15682,
author = {Sanxing Chen and
Hao Cheng and
Xiaodong Liu and
Jian Jiao and
Yangfeng Ji and
Jianfeng Gao},
title = {Pre-training Transformers for Knowledge Graph Completion},
journal = {CoRR},
volume = {abs/2303.15682},
year = {2023}
}
@article{DBLP:journals/corr/abs-2304-03277,
author = {Baolin Peng and
Chunyuan Li and
Pengcheng He and
Michel Galley and
Jianfeng Gao},
title = {Instruction Tuning with {GPT-4}},
journal = {CoRR},
volume = {abs/2304.03277},
year = {2023}
}
@article{DBLP:journals/corr/abs-2304-06718,
author = {Xueyan Zou and
Jianwei Yang and
Hao Zhang and
Feng Li and
Linjie Li and
Jianfeng Gao and
Yong Jae Lee},
title = {Segment Everything Everywhere All at Once},
journal = {CoRR},
volume = {abs/2304.06718},
year = {2023}
}
@article{DBLP:journals/corr/abs-2304-08612,
author = {Liyuan Liu and
Chengyu Dong and
Xiaodong Liu and
Bin Yu and
Jianfeng Gao},
title = {Bridging Discrete and Backpropagation: Straight-Through and Beyond},
journal = {CoRR},
volume = {abs/2304.08612},
year = {2023}
}
@article{DBLP:journals/corr/abs-2304-09842,
author = {Pan Lu and
Baolin Peng and
Hao Cheng and
Michel Galley and
Kai{-}Wei Chang and
Ying Nian Wu and
Song{-}Chun Zhu and
Jianfeng Gao},
title = {Chameleon: Plug-and-Play Compositional Reasoning with Large Language
Models},
journal = {CoRR},
volume = {abs/2304.09842},
year = {2023}
}
@article{DBLP:journals/corr/abs-2305-00970,
author = {Qiuyuan Huang and
Jae Sung Park and
Abhinav Gupta and
Paul N. Bennett and
Ran Gong and
Subhojit Som and
Baolin Peng and
Owais Khan Mohammed and
Chris Pal and
Yejin Choi and
Jianfeng Gao},
title = {ArK: Augmented Reality with Knowledge Interactive Emergent Ability},
journal = {CoRR},
volume = {abs/2305.00970},
year = {2023}
}
@article{DBLP:journals/corr/abs-2305-03130,
author = {Kaixin Ma and
Hao Cheng and
Yu Zhang and
Xiaodong Liu and
Eric Nyberg and
Jianfeng Gao},
title = {Chain-of-Skills: {A} Configurable Model for Open-domain Question Answering},
journal = {CoRR},
volume = {abs/2305.03130},
year = {2023}
}
@article{DBLP:journals/corr/abs-2305-09863,
author = {Chandan Singh and
Aliyah R. Hsu and
Richard Antonello and
Shailee Jain and
Alexander G. Huth and
Bin Yu and
Jianfeng Gao},
title = {Explaining black box text modules in natural language with language
models},
journal = {CoRR},
volume = {abs/2305.09863},
year = {2023}
}
@article{DBLP:journals/corr/abs-2305-12567,
author = {Linyuan Gong and
Chenyan Xiong and
Xiaodong Liu and
Payal Bajaj and
Yiqing Xie and
Alvin Cheung and
Jianfeng Gao and
Xia Song},
title = {Model-Generated Pretraining Signals Improves Zero-Shot Generalization
of Text-to-Text Transformers},
journal = {CoRR},
volume = {abs/2305.12567},
year = {2023}
}
@article{DBLP:journals/corr/abs-2305-14232,
author = {Yu Zhang and
Hao Cheng and
Zhihong Shen and
Xiaodong Liu and
Ye{-}Yi Wang and
Jianfeng Gao},
title = {Pre-training Multi-task Contrastive Learning Models for Scientific
Literature Understanding},
journal = {CoRR},
volume = {abs/2305.14232},
year = {2023}
}
@article{DBLP:journals/corr/abs-2306-00024,
author = {Zelalem Gero and
Chandan Singh and
Hao Cheng and
Tristan Naumann and
Michel Galley and
Jianfeng Gao and
Hoifung Poon},
title = {Self-Verification Improves Few-Shot Clinical Information Extraction},
journal = {CoRR},
volume = {abs/2306.00024},
year = {2023}
}
@article{DBLP:journals/corr/abs-2306-00751,
author = {Paul Soulos and
Edward J. Hu and
Kate McCurdy and
Yunmo Chen and
Roland Fernandez and
Paul Smolensky and
Jianfeng Gao},
title = {Differentiable Tree Operations Promote Compositional Generalization},
journal = {CoRR},
volume = {abs/2306.00751},
year = {2023}
}
@article{DBLP:journals/corr/abs-2306-00890,
author = {Chunyuan Li and
Cliff Wong and
Sheng Zhang and
Naoto Usuyama and
Haotian Liu and
Jianwei Yang and
Tristan Naumann and
Hoifung Poon and
Jianfeng Gao},
title = {LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine
in One Day},
journal = {CoRR},
volume = {abs/2306.00890},
year = {2023}
}
@article{DBLP:journals/corr/abs-2306-07174,
author = {Weizhi Wang and
Li Dong and
Hao Cheng and
Xiaodong Liu and
Xifeng Yan and
Jianfeng Gao and
Furu Wei},
title = {Augmenting Language Models with Long-Term Memory},
journal = {CoRR},
volume = {abs/2306.07174},
year = {2023}
}
@article{DBLP:journals/corr/abs-2306-09896,
author = {Theo X. Olausson and
Jeevana Priya Inala and
Chenglong Wang and
Jianfeng Gao and
Armando Solar{-}Lezama},
title = {Demystifying {GPT} Self-Repair for Code Generation},
journal = {CoRR},
volume = {abs/2306.09896},
year = {2023}
}
@article{DBLP:journals/corr/abs-2307-04767,
author = {Feng Li and
Hao Zhang and
Peize Sun and
Xueyan Zou and
Shilong Liu and
Jianwei Yang and
Chunyuan Li and
Lei Zhang and
Jianfeng Gao},
title = {Semantic-SAM: Segment and Recognize Anything at Any Granularity},
journal = {CoRR},
volume = {abs/2307.04767},
year = {2023}
}
@article{DBLP:journals/corr/abs-2307-08315,
author = {Hongxiao Li and
Wanling Gao and
Lei Wang and
Jianfeng Zhan},
title = {IterLara: {A} Turing Complete Algebra for Big Data, AI, Scientific
Computing, and Database},
journal = {CoRR},
volume = {abs/2307.08315},
year = {2023}
}
@article{DBLP:journals/corr/abs-2308-05999,
author = {Yatao Li and
Wanling Gao and
Lei Wang and
Lixin Sun and
Zun Wang and
Jianfeng Zhan},
title = {Does {AI} for science need another ImageNet Or totally different benchmarks?
{A} case study of machine learning force fields},
journal = {CoRR},
volume = {abs/2308.05999},
year = {2023}
}
@article{DBLP:journals/corr/abs-2309-01961,
author = {Taehoon Kim and
Pyunghwan Ahn and
Sangyun Kim and
Sihaeng Lee and
Mark Marsden and
Alessandra Sala and
Seung Hwan Kim and
Bohyung Han and
Kyoung Mu Lee and
Honglak Lee and
Kyounghoon Bae and
Xiangyu Wu and
Yi Gao and
Hailiang Zhang and
Yang Yang and
Weili Guo and
Jianfeng Lu and
Youngtaek Oh and
Jae{-}Won Cho and
Dong{-}Jin Kim and
In So Kweon and
Junmo Kim and
Woo{-}Young Kang and
Won Young Jhoo and
Byungseok Roh and
Jonghwan Mun and
Solgil Oh and
Kenan Emir Ak and
Gwang{-}Gook Lee and
Yan Xu and
Mingwei Shen and
Kyomin Hwang and
Wonsik Shin and
Kamin Lee and
Wonhark Park and
Dongkwan Lee and
Nojun Kwak and
Yujin Wang and
Yimu Wang and
Tiancheng Gu and
Xingchang Lv and
Mingmao Sun},
title = {{NICE:} {CVPR} 2023 Challenge on Zero-shot Image Captioning},
journal = {CoRR},
volume = {abs/2309.01961},
year = {2023}
}
@article{DBLP:journals/corr/abs-2309-06495,
author = {Fei Tang and
Wanling Gao and
Luzhou Peng and
Jianfeng Zhan},
title = {AGIBench: {A} Multi-granularity, Multimodal, Human-referenced, Auto-scoring
Benchmark for Large Language Models},
journal = {CoRR},
volume = {abs/2309.06495},
year = {2023}
}
@article{DBLP:journals/corr/abs-2309-09958,
author = {Yadong Lu and
Chunyuan Li and
Haotian Liu and
Jianwei Yang and
Jianfeng Gao and
Yelong Shen},
title = {An Empirical Study of Scaling Instruct-Tuned Large Multimodal Models},
journal = {CoRR},
volume = {abs/2309.09958},
year = {2023}
}
@article{DBLP:journals/corr/abs-2309-09971,
author = {Ran Gong and
Qiuyuan Huang and
Xiaojian Ma and
Hoi Vo and
Zane Durante and
Yusuke Noda and
Zilong Zheng and
Song{-}Chun Zhu and
Demetri Terzopoulos and
Li Fei{-}Fei and
Jianfeng Gao},
title = {MindAgent: Emergent Gaming Interaction},
journal = {CoRR},
volume = {abs/2309.09971},
year = {2023}
}
@article{DBLP:journals/corr/abs-2309-10020,
author = {Chunyuan Li and
Zhe Gan and
Zhengyuan Yang and
Jianwei Yang and
Linjie Li and
Lijuan Wang and
Jianfeng Gao},
title = {Multimodal Foundation Models: From Specialists to General-Purpose
Assistants},
journal = {CoRR},
volume = {abs/2309.10020},
year = {2023}
}
@article{DBLP:journals/corr/abs-2310-00811,
author = {Liyuan Liu and
Jianfeng Gao and
Weizhu Chen},
title = {Sparse Backpropagation for MoE Training},
journal = {CoRR},
volume = {abs/2310.00811},
year = {2023}
}
@article{DBLP:journals/corr/abs-2310-01801,
author = {Suyu Ge and
Yunan Zhang and
Liyuan Liu and
Minjia Zhang and
Jiawei Han and
Jianfeng Gao},
title = {Model Tells You What to Discard: Adaptive {KV} Cache Compression for
LLMs},
journal = {CoRR},
volume = {abs/2310.01801},
year = {2023}
}
@article{DBLP:journals/corr/abs-2310-02255,
author = {Pan Lu and
Hritik Bansal and
Tony Xia and
Jiacheng Liu and
Chunyuan Li and
Hannaneh Hajishirzi and
Hao Cheng and
Kai{-}Wei Chang and
Michel Galley and
Jianfeng Gao},
title = {MathVista: Evaluating Math Reasoning in Visual Contexts with GPT-4V,
Bard, and Other Large Multimodal Models},
journal = {CoRR},
volume = {abs/2310.02255},
year = {2023}
}
@article{DBLP:journals/corr/abs-2310-06879,
author = {Xiangyu Wu and
Yi Gao and
Hailiang Zhang and
Yang Yang and
Weili Guo and
Jianfeng Lu},
title = {The Solution for the {CVPR2023} {NICE} Image Captioning Challenge},
journal = {CoRR},
volume = {abs/2310.06879},
year = {2023}
}
@article{DBLP:journals/corr/abs-2310-07347,
author = {Chengyu Dong and
Liyuan Liu and
Hao Cheng and
Jingbo Shang and
Jianfeng Gao and
Xiaodong Liu},
title = {Fast-ELECTRA for Efficient Pre-training},
journal = {CoRR},
volume = {abs/2310.07347},
year = {2023}
}
@article{DBLP:journals/corr/abs-2310-10765,
author = {Yu Gu and
Jianwei Yang and
Naoto Usuyama and
Chunyuan Li and
Sheng Zhang and
Matthew P. Lungren and
Jianfeng Gao and
Hoifung Poon},
title = {BiomedJourney: Counterfactual Biomedical Image Generation by Instruction-Learning
from Multimodal Patient Journeys},
journal = {CoRR},
volume = {abs/2310.10765},
year = {2023}
}
@article{DBLP:journals/corr/abs-2310-11441,
author = {Jianwei Yang and
Hao Zhang and
Feng Li and
Xueyan Zou and
Chunyuan Li and
Jianfeng Gao},
title = {Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in
{GPT-4V}},
journal = {CoRR},
volume = {abs/2310.11441},
year = {2023}
}
@article{DBLP:journals/corr/abs-2310-12516,
author = {Xiaodong Yu and
Hao Cheng and
Xiaodong Liu and
Dan Roth and
Jianfeng Gao},
title = {Automatic Hallucination Assessment for Aligned Large Language Models
via Transferable Adversarial Attacks},
journal = {CoRR},
volume = {abs/2310.12516},
year = {2023}
}
@article{DBLP:journals/corr/abs-2310-13522,
author = {Xiao Yu and
Baolin Peng and
Michel Galley and
Jianfeng Gao and
Zhou Yu},
title = {Teaching Language Models to Self-Improve through Interactive Demonstrations},
journal = {CoRR},
volume = {abs/2310.13522},
year = {2023}
}
@article{DBLP:journals/corr/abs-2310-14034,
author = {John X. Morris and
Chandan Singh and
Alexander M. Rush and
Jianfeng Gao and
Yuntian Deng},
title = {Tree Prompting: Efficient Task Adaptation without Fine-Tuning},
journal = {CoRR},
volume = {abs/2310.14034},
year = {2023}
}
@article{DBLP:journals/corr/abs-2311-00571,
author = {Wei{-}Ge Chen and
Irina Spiridonova and
Jianwei Yang and
Jianfeng Gao and
Chunyuan Li},
title = {LLaVA-Interactive: An All-in-One Demo for Image Chat, Segmentation,
Generation and Editing},
journal = {CoRR},
volume = {abs/2311.00571},
year = {2023}
}
@article{DBLP:journals/corr/abs-2311-02262,
author = {Qingru Zhang and
Chandan Singh and
Liyuan Liu and
Xiaodong Liu and
Bin Yu and
Jianfeng Gao and
Tuo Zhao},
title = {Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs},
journal = {CoRR},
volume = {abs/2311.02262},
year = {2023}
}
@article{DBLP:journals/corr/abs-2311-03106,
author = {Shengkai Sun and
Daizong Liu and
Jianfeng Dong and
Xiaoye Qu and
Junyu Gao and
Xun Yang and
Xun Wang and
Meng Wang},
title = {Unified Multi-modal Unsupervised Representation Learning for Skeleton-based
Action Understanding},
journal = {CoRR},
volume = {abs/2311.03106},
year = {2023}
}
@article{DBLP:journals/corr/abs-2311-05437,
author = {Shilong Liu and
Hao Cheng and
Haotian Liu and
Hao Zhang and
Feng Li and
Tianhe Ren and
Xueyan Zou and
Jianwei Yang and
Hang Su and
Jun Zhu and
Lei Zhang and
Jianfeng Gao and
Chunyuan Li},
title = {LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents},
journal = {CoRR},
volume = {abs/2311.05437},
year = {2023}
}
@article{DBLP:journals/corr/abs-2311-07562,
author = {An Yan and
Zhengyuan Yang and
Wanrong Zhu and
Kevin Lin and
Linjie Li and
Jianfeng Wang and
Jianwei Yang and
Yiwu Zhong and
Julian J. McAuley and
Jianfeng Gao and
Zicheng Liu and
Lijuan Wang},
title = {{GPT-4V} in Wonderland: Large Multimodal Models for Zero-Shot Smartphone
{GUI} Navigation},
journal = {CoRR},
volume = {abs/2311.07562},
year = {2023}
}
@article{DBLP:journals/corr/abs-2311-13601,
author = {Feng Li and
Qing Jiang and
Hao Zhang and
Tianhe Ren and
Shilong Liu and
Xueyan Zou and
Huaizhe Xu and
Hongyang Li and
Chunyuan Li and
Jianwei Yang and
Lei Zhang and
Jianfeng Gao},
title = {Visual In-Context Prompting},
journal = {CoRR},
volume = {abs/2311.13601},
year = {2023}
}
@article{DBLP:journals/corr/abs-2311-16081,
author = {Weixian Lei and
Yixiao Ge and
Kun Yi and
Jianfeng Zhang and
Difei Gao and
Dylan Sun and
Yuying Ge and
Ying Shan and
Mike Zheng Shou},
title = {ViT-Lens-2: Gateway to Omni-modal Intelligence},
journal = {CoRR},
volume = {abs/2311.16081},
year = {2023}
}
@article{DBLP:journals/corr/abs-2312-01771,
author = {Jiarui Xu and
Yossi Gandelsman and
Amir Bar and
Jianwei Yang and
Jianfeng Gao and
Trevor Darrell and
Xiaolong Wang},
title = {IMProv: Inpainting-based Multimodal Prompting for Computer Vision
Tasks},
journal = {CoRR},
volume = {abs/2312.01771},
year = {2023}
}
@article{DBLP:journals/corr/abs-2312-02949,
author = {Hao Zhang and
Hongyang Li and
Feng Li and
Tianhe Ren and
Xueyan Zou and
Shilong Liu and
Shijia Huang and
Jianfeng Gao and
Lei Zhang and
Chunyuan Li and
Jianwei Yang},
title = {LLaVA-Grounding: Grounded Visual Chat with Large Multimodal Models},
journal = {CoRR},
volume = {abs/2312.02949},
year = {2023}
}
@article{DBLP:journals/corr/abs-2312-04837,
author = {Jae Sung Park and
Jack Hessel and
Khyathi Raghavi Chandu and
Paul Pu Liang and
Ximing Lu and
Peter West and
Youngjae Yu and
Qiuyuan Huang and
Jianfeng Gao and
Ali Farhadi and
Yejin Choi},
title = {Localized Symbolic Knowledge Distillation for Visual Commonsense Models},
journal = {CoRR},
volume = {abs/2312.04837},
year = {2023}
}
@article{DBLP:journals/corr/abs-2312-07485,
author = {Jianxiong Gao and
Yuqian Fu and
Yun Wang and
Xuelin Qian and
Jianfeng Feng and
Yanwei Fu},
title = {MinD-3D: Reconstruct High-quality 3D objects in Human Brain},
journal = {CoRR},
volume = {abs/2312.07485},
year = {2023}
}
@article{DBLP:journals/aim/SmolenskyMFGG22,
author = {Paul Smolensky and
Richard Thomas McCoy and
Roland Fernandez and
Matthew Goldrick and
Jianfeng Gao},
title = {Neurocompositional Computing: From the Central Paradox of Cognition
to a New Generation of {AI} Systems},
journal = {{AI} Mag.},
volume = {43},
number = {3},
pages = {308--322},
year = {2022}
}
@article{DBLP:journals/cmpb/SunLLHZLGXLSXZN22,
author = {Jiawei Sun and
Chunying Li and
Zhengda Lu and
Mu He and
Tong Zhao and
Xiaoqin Li and
Liugang Gao and
Kai Xie and
Tao Lin and
Jianfeng Sui and
Qianyi Xi and
Fan Zhang and
Xinye Ni},
title = {TNSNet: Thyroid nodule segmentation in ultrasound imaging using soft
shape supervision},
journal = {Comput. Methods Programs Biomed.},
volume = {215},
pages = {106600},
year = {2022}
}
@article{DBLP:journals/csur/MinaeeKCNCG21,
author = {Shervin Minaee and
Nal Kalchbrenner and
Erik Cambria and
Narjes Nikzad and
Meysam Chenaghlu and
Jianfeng Gao},
title = {Deep Learning-based Text Classification: {A} Comprehensive Review},
journal = {{ACM} Comput. Surv.},
volume = {54},
number = {3},
pages = {62:1--62:40},
year = {2022}
}
@article{DBLP:journals/ficn/DouGMZCKNGCJQSL22,
author = {Ruhai Dou and
Weijia Gao and
Qingmin Meng and
Xiaotong Zhang and
Weifang Cao and
Liangfeng Kuang and
Jinpeng Niu and
Yongxin Guo and
Dong Cui and
Qing Jiao and
Jianfeng Qiu and
Linyan Su and
Guangming Lu},
title = {Machine learning algorithm performance evaluation in structural magnetic
resonance imaging-based classification of pediatric bipolar disorders
type {I} patients},
journal = {Frontiers Comput. Neurosci.},
volume = {16},
year = {2022}
}
@article{DBLP:journals/ftcgv/GanLLWLG22,
author = {Zhe Gan and
Linjie Li and
Chunyuan Li and
Lijuan Wang and
Zicheng Liu and
Jianfeng Gao},
title = {Vision-Language Pre-Training: Basics, Recent Advances, and Future
Trends},
journal = {Found. Trends Comput. Graph. Vis.},
volume = {14},
number = {3-4},
pages = {163--352},
year = {2022}
}
@article{DBLP:journals/health/GuTCLULNGP22,
author = {Yu Gu and
Robert Tinn and
Hao Cheng and
Michael Lucas and
Naoto Usuyama and
Xiaodong Liu and
Tristan Naumann and
Jianfeng Gao and
Hoifung Poon},
title = {Domain-Specific Language Model Pretraining for Biomedical Natural
Language Processing},
journal = {{ACM} Trans. Comput. Heal.},
volume = {3},
number = {1},
pages = {2:1--2:23},
year = {2022}
}
@article{DBLP:journals/ijdsn/LiZLWH22,
author = {Jianfeng Li and
Gaofeng Zhao and
Baobao Li and
Xianpeng Wang and
Mengxing Huang},
title = {A reduced dimension multiple signal classification-based direct location
algorithm with dense arrays},
journal = {Int. J. Distributed Sens. Networks},
volume = {18},
number = {5},
pages = {155013292210975},
year = {2022}
}
@article{DBLP:journals/ijis/GaoGLLMZWZL22,
author = {Jiaxin Gao and
Yang Guan and
Wenyu Li and
Shengbo Eben Li and
Fei Ma and
Jianfeng Zheng and
Junqing Wei and
Bo Zhang and
Keqiang Li},
title = {Beyond backpropagate through time: Efficient model-based training
through time-splitting},
journal = {Int. J. Intell. Syst.},
volume = {37},
number = {10},
pages = {8046--8067},
year = {2022}
}
@article{DBLP:journals/iotj/MaLJCGM22,
author = {Xindi Ma and
Baopu Li and
Qi Jiang and
Yimin Chen and
Sheng Gao and
Jianfeng Ma},
title = {NOSnoop: An Effective Collaborative Meta-Learning Scheme Against Property
Inference Attack},
journal = {{IEEE} Internet Things J.},
volume = {9},
number = {9},
pages = {6778--6789},
year = {2022}
}
@article{DBLP:journals/jsce/XinWGCZWH22,
author = {Hongbo Xin and
Yujie Wang and
Xianzhong Gao and
Qingyang Chen and
Bingjie Zhu and
Jianfeng Wang and
Zhongxi Hou},
title = {Modeling and control of a quadrotor tail-sitter unmanned aerial vehicles},
journal = {J. Syst. Control. Eng.},
volume = {236},
number = {3},
pages = {443--457},
year = {2022}
}
@article{DBLP:journals/remotesensing/HanMWZCGCP22,
author = {Songtao Han and
Haijun Man and
Mei Wang and
Zhi{-}Hua Zhou and
Jianfeng Cao and
Wei Gao and
Lue Chen and
Jinsong Ping},
title = {Analysis and Demonstration of First Cross-Support Interferometry Tracking
in China Mars Mission},
journal = {Remote. Sens.},
volume = {14},
number = {16},
pages = {4117},
year = {2022}
}
@article{DBLP:journals/remotesensing/LiZHZGZ22,
author = {Cheng Li and
Yuyang Zou and
Jianfeng He and
Wen Zhang and
Lulu Gao and
Dafang Zhuang},
title = {Response of Vegetation Phenology to the Interaction of Temperature
and Precipitation Changes in Qilian Mountains},
journal = {Remote. Sens.},
volume = {14},
number = {5},
pages = {1248},
year = {2022}
}
@article{DBLP:journals/remotesensing/MengLZABHGHJ22,
author = {Qingyan Meng and
Wenxiu Liu and
Linlin Zhang and
Mona Allam and
Yaxin Bi and
Xinli Hu and
Jianfeng Gao and
Die Hu and
Tam{\'{a}}s Jancs{\'{o}}},
title = {Relationships between Land Surface Temperatures and Neighboring Environment
in Highly Urbanized Areas: Seasonal and Scale Effects Analyses of
Beijing, China},
journal = {Remote. Sens.},
volume = {14},
number = {17},
pages = {4340},
year = {2022}
}
@article{DBLP:journals/remotesensing/QiMZWGJJ22,
author = {Junnan Qi and
Qingyan Meng and
Linlin Zhang and
Xuemiao Wang and
Jianfeng Gao and
Linhai Jing and
Tam{\'{a}}s Jancs{\'{o}}},
title = {Contributing Factors and Trend Prediction of Urban-Settled Population
Distribution Based on Human Perception Measurement: {A} Study on Beijing,
China},
journal = {Remote. Sens.},
volume = {14},
number = {16},
pages = {3965},
year = {2022}
}
@article{DBLP:journals/scn/GuoWZMGWL22,
author = {Jingjing Guo and
Xuliang Wei and
Yuling Zhang and
Jianfeng Ma and
Huamin Gao and
Libo Wang and
Zhiquan Liu},
title = {Antitampering Scheme of Evidence Transfer Information in Judicial
System Based on Blockchain},
journal = {Secur. Commun. Networks},
volume = {2022},
pages = {5804109:1--5804109:19},
year = {2022}
}
@article{DBLP:journals/sensors/ZhangGH22,
author = {Huaizhi Zhang and
Jianfeng Gao and
Bingyuan Hong},
title = {{\(\Phi\)}-OTDR Signal Identification Method Based on Multimodal Fusion},
journal = {Sensors},
volume = {22},
number = {22},
pages = {8795},
year = {2022}
}
@article{DBLP:journals/tgrs/SuWDZZXDLDRZGLLLZFL22,
author = {Yan Su and
Ruigang Wang and
Xiangjin Deng and
Zongyu Zhang and
Jianfeng Zhou and
Zhiyong Xiao and
Chunyu Ding and
Yuxi Li and
Shun Dai and
Xin Ren and
Xingguo Zeng and
Xingye Gao and
Jianjun Liu and
Dawei Liu and
Bin Liu and
Bin Zhou and
Guangyou Fang and
Chunlai Li},
title = {Hyperfine Structure of Regolith Unveiled by Chang'E-5 Lunar Regolith
Penetrating Radar},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--14},
year = {2022}
}
@article{DBLP:journals/tgrs/XuGWTQJW22,
author = {Wenhao Xu and
Jinghuai Gao and
Lingling Wang and
Yajun Tian and
Jianfeng Qiu and
Xiudi Jiang and
Daxing Wang},
title = {Compact Smoothness and Relative Sparsity Algorithm for High-Resolution
Wavelet and Reflectivity Inversion of Seismic Data},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--11},
year = {2022}
}
@article{DBLP:journals/tii/MaMMLCGD22,
author = {Zhuoran Ma and
Jianfeng Ma and
Yinbin Miao and
Ximeng Liu and
Kim{-}Kwang Raymond Choo and
Yu Gao and
Robert H. Deng},
title = {Verifiable Data Mining Against Malicious Adversaries in Industrial
Internet of Things},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {18},
number = {2},
pages = {953--964},
year = {2022}
}
@article{DBLP:journals/tsc/GaoCZDM22,
author = {Sheng Gao and
Xiuhua Chen and
Jianming Zhu and
Xuewen Dong and
Jianfeng Ma},
title = {TrustWorker: {A} Trustworthy and Privacy-Preserving Worker Selection
Scheme for Blockchain-Based Crowdsensing},
journal = {{IEEE} Trans. Serv. Comput.},
volume = {15},
number = {6},
pages = {3577--3590},
year = {2022}
}
@inproceedings{DBLP:conf/aaai/QiuZLLPGZ22,
author = {Liang Qiu and
Yizhou Zhao and
Jinchao Li and
Pan Lu and
Baolin Peng and
Jianfeng Gao and
Song{-}Chun Zhu},
title = {ValueNet: {A} New Dataset for Human Value Driven Dialogue System},
booktitle = {{AAAI}},
pages = {11183--11191},
publisher = {{AAAI} Press},
year = {2022}
}
@inproceedings{DBLP:conf/aaai/ZhangS0FBGGD22,
author = {Yizhe Zhang and
Siqi Sun and
Xiang Gao and
Yuwei Fang and
Chris Brockett and
Michel Galley and
Jianfeng Gao and
Bill Dolan},
title = {RetGen: {A} Joint Framework for Retrieval and Grounded Text Generation
Modeling},
booktitle = {{AAAI}},
pages = {11739--11747},
publisher = {{AAAI} Press},
year = {2022}
}
@inproceedings{DBLP:conf/accc/GaoXHW22,
author = {Siyu Gao and
Yuanying Xiao and
Ye He and
Jianfeng Wen},
title = {Mobile Application {SDK} Version Detection and Security Alert Based
on Multi-partition {LSH}},
booktitle = {{ACCC}},
pages = {8--12},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/acl/Ma0LNG22,
author = {Kaixin Ma and
Hao Cheng and
Xiaodong Liu and
Eric Nyberg and
Jianfeng Gao},
title = {Open Domain Question Answering with {A} Unified Knowledge Interface},
booktitle = {{ACL} {(1)}},
pages = {1605--1620},
publisher = {Association for Computational Linguistics},
year = {2022}
}
@inproceedings{DBLP:conf/apccas/WangAYLGHGYFD22,
author = {Linfang Wang and
Junjie An and
Wang Ye and
Weizeng Li and
Hanghang Gao and
Yangu He and
Jianfeng Gao and
Jinshan Yue and
Lingyan Fan and
Chunmeng Dou},
title = {{RRAM} Computing-in-Memory Using Transient Charge Transferring for
Low-Power and Small-Latency {AI} Edge Inference},
booktitle = {{APCCAS}},
pages = {497--500},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/bigcom/ZhangGFG22,
author = {Jianing Zhang and
Jianfeng Guan and
Tao Feng and
Xianming Gao},
title = {Adaptive Packet Scheduling Algorithm for Time-Sensitive Service based
on {DTP} and Reinforcement Learning},
booktitle = {BigCom},
pages = {29--37},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/cvpr/ChangCNGSB22,
author = {Yingshan Chang and
Guihong Cao and
Mridu Narang and
Jianfeng Gao and
Hisami Suzuki and
Yonatan Bisk},
title = {WebQA: Multihop and Multimodal {QA}},
booktitle = {{CVPR}},
pages = {16474--16483},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/cvpr/KimAKLMSKHLLBWG22,
author = {Taehoon Kim and
Pyunghwan Ahn and
Sangyun Kim and
Sihaeng Lee and
Mark Marsden and
Alessandra Sala and
Seung Hwan Kim and
Bohyung Han and
Kyoung Mu Lee and
Honglak Lee and
Kyounghoon Bae and
Xiangyu Wu and
Yi Gao and
Hailiang Zhang and
Yang Yang and
Weili Guo and
Jianfeng Lu and
Youngtaek Oh and
Jae{-}Won Cho and
Dong{-}Jin Kim and
In So Kweon and
Junmo Kim and
Wooyoung Kang and
Won Young Jhoo and
Byungseok Roh and
Jonghwan Mun and
Solgil Oh and
Kenan Emir Ak and
Gwang{-}Gook Lee and
Yan Xu and
Mingwei Shen and
Kyomin Hwang and
Wonsik Shin and
Kamin Lee and
Wonhark Park and
Dongkwan Lee and
Nojun Kwak and
Yujin Wang and
Yimu Wang and
Tiancheng Gu and
Xingchang Lv and
Mingmao Sun},
title = {{NICE:} {CVPR} 2023 Challenge on Zero-shot Image Captioning},
booktitle = {{CVPR} Workshops},
pages = {7356--7365},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/cvpr/LiZZYLZWYZHCG22,
author = {Liunian Harold Li and
Pengchuan Zhang and
Haotian Zhang and
Jianwei Yang and
Chunyuan Li and
Yiwu Zhong and
Lijuan Wang and
Lu Yuan and
Lei Zhang and
Jenq{-}Neng Hwang and
Kai{-}Wei Chang and
Jianfeng Gao},
title = {Grounded Language-Image Pre-training},
booktitle = {{CVPR}},
pages = {10955--10965},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/cvpr/YangLZXLYG22,
author = {Jianwei Yang and
Chunyuan Li and
Pengchuan Zhang and
Bin Xiao and
Ce Liu and
Lu Yuan and
Jianfeng Gao},
title = {Unified Contrastive Learning in Image-Text-Label Space},
booktitle = {{CVPR}},
pages = {19141--19151},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/cvpr/ZhongYZLCLZDYLG22,
author = {Yiwu Zhong and
Jianwei Yang and
Pengchuan Zhang and
Chunyuan Li and
Noel Codella and
Liunian Harold Li and
Luowei Zhou and
Xiyang Dai and
Lu Yuan and
Yin Li and
Jianfeng Gao},
title = {RegionCLIP: Region-based Language-Image Pretraining},
booktitle = {{CVPR}},
pages = {16772--16782},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/eccv/KristanLMFPKCDZLDBZZYYCMFBBCCCCCCCCCCC22,
author = {Matej Kristan and
Ales Leonardis and
Jir{\'{\i}} Matas and
Michael Felsberg and
Roman P. Pflugfelder and
Joni{-}Kristian K{\"{a}}m{\"{a}}r{\"{a}}inen and
Hyung Jin Chang and
Martin Danelljan and
Luka Cehovin Zajc and
Alan Lukezic and
Ondrej Drbohlav and
Johanna Bj{\"{o}}rklund and
Yushan Zhang and
Zhongqun Zhang and
Song Yan and
Wenyan Yang and
Dingding Cai and
Christoph Mayer and
Gustavo Fern{\'{a}}ndez and
Kang Ben and
Goutam Bhat and
Hong Chang and
Guangqi Chen and
Jiaye Chen and
Shengyong Chen and
Xilin Chen and
Xin Chen and
Xiuyi Chen and
Yiwei Chen and
Yu{-}Hsi Chen and
Zhixing Chen and
Yangming Cheng and
Angelo Ciaramella and
Yutao Cui and
Benjamin Dzubur and
Mohana Murali Dasari and
Qili Deng and
Debajyoti Dhar and
Shangzhe Di and
Emanuel Di Nardo and
Daniel K. Du and
Matteo Dunnhofer and
Heng Fan and
Zhen{-}Hua Feng and
Zhihong Fu and
Shang Gao and
Rama Krishna Gorthi and
Eric Granger and
Q. H. Gu and
Himanshu Gupta and
Jianfeng He and
Keji He and
Yan Huang and
Deepak Jangid and
Rongrong Ji and
Cheng Jiang and
Yingjie Jiang and
Felix J{\"{a}}remo Lawin and
Ze Kang and
Madhu Kiran and
Josef Kittler and
Simiao Lai and
Xiangyuan Lan and
Dongwook Lee and
Hyunjeong Lee and
Seohyung Lee and
Hui Li and
Ming Li and
Wangkai Li and
Xi Li and
Xianxian Li and
Xiao Li and
Zhe Li and
Liting Lin and
Haibin Ling and
Bo Liu and
Chang Liu and
Si Liu and
Huchuan Lu and
Rafael M. O. Cruz and
Bingpeng Ma and
Chao Ma and
Jie Ma and
Yinchao Ma and
Niki Martinel and
Alireza Memarmoghadam and
Christian Micheloni and
Payman Moallem and
Le Thanh Nguyen{-}Meidine and
Siyang Pan and
ChangBeom Park and
Danda Pani Paudel and
Matthieu Paul and
Houwen Peng and
Andreas Robinson and
Litu Rout and
Shiguang Shan and
Kristian Simonato and
Tianhui Song and
Xiaoning Song and
Chao Sun and
Jingna Sun and
Zhangyong Tang and
Radu Timofte and
Chi{-}Yi Tsai and
Luc Van Gool and
Om Prakash Verma and
Dong Wang and
Fei Wang and
Liang Wang and
Liangliang Wang and
Lijun Wang and
Limin Wang and
Qiang Wang and
Gangshan Wu and
Jinlin Wu and
Xiaojun Wu and
Fei Xie and
Tianyang Xu and
Wei Xu and
Yong Xu and
Yuanyou Xu and
Wanli Xue and
Zizheng Xun and
Bin Yan and
Dawei Yang and
Jinyu Yang and
Wankou Yang and
Xiaoyun Yang and
Yi Yang and
Yichun Yang and
Zongxin Yang and
Botao Ye and
Fisher Yu and
Hongyuan Yu and
Jiaqian Yu and
Qianjin Yu and
Weichen Yu and
Kang Ze and
Jiang Zhai and
Chengwei Zhang and
Chunhu Zhang and
Kaihua Zhang and
Tianzhu Zhang and
Wenkang Zhang and
Zhibin Zhang and
Zhipeng Zhang and
Jie Zhao and
Shao{-}Chuan Zhao and
Feng Zheng and
Haixia Zheng and
Min Zheng and
Bineng Zhong and
Jiawen Zhu and
Xuefeng Zhu and
Yueting Zhuang},
title = {The Tenth Visual Object Tracking {VOT2022} Challenge Results},
booktitle = {{ECCV} Workshops {(8)}},
series = {Lecture Notes in Computer Science},
volume = {13808},
pages = {431--460},
publisher = {Springer},
year = {2022}
}
@inproceedings{DBLP:conf/eleot/YaoZHL22,
author = {Jianfeng Yao and
Ping Zhou and
Li Huang and
Gaoming Liu},
title = {Performance Evaluation Model of Substation Battery Pack Based on New
Series Parallel Topology},
booktitle = {eLEOT {(2)}},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {454},
pages = {465--481},
publisher = {Springer},
year = {2022}
}
@inproceedings{DBLP:conf/emnlp/0012CVWX0NGP22,
author = {Sheng Zhang and
Hao Cheng and
Shikhar Vashishth and
Cliff Wong and
Jinfeng Xiao and
Xiaodong Liu and
Tristan Naumann and
Jianfeng Gao and
Hoifung Poon},
title = {Knowledge-Rich Self-Supervision for Biomedical Entity Linking},
booktitle = {{EMNLP} (Findings)},
pages = {868--880},
publisher = {Association for Computational Linguistics},
year = {2022}
}
@inproceedings{DBLP:conf/emnlp/BrahmanPGRDCG22,
author = {Faeze Brahman and
Baolin Peng and
Michel Galley and
Sudha Rao and
Bill Dolan and
Snigdha Chaturvedi and
Jianfeng Gao},
title = {Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation},
booktitle = {{EMNLP} (Findings)},
pages = {7397--7413},
publisher = {Association for Computational Linguistics},
year = {2022}
}
@inproceedings{DBLP:conf/emnlp/CuiWHIMWGD22,
author = {Haotian Cui and
Chenglong Wang and
Junjie Huang and
Jeevana Priya Inala and
Todd Mytkowicz and
Bo Wang and
Jianfeng Gao and
Nan Duan},
title = {CodeExp: Explanatory Code Document Generation},
booktitle = {{EMNLP} (Findings)},
pages = {2342--2354},
publisher = {Association for Computational Linguistics},
year = {2022}
}
@inproceedings{DBLP:conf/emnlp/Ma00NG22,
author = {Kaixin Ma and
Hao Cheng and
Xiaodong Liu and
Eric Nyberg and
Jianfeng Gao},
title = {Open-domain Question Answering via Chain of Reasoning over Heterogeneous
Knowledge},
booktitle = {{EMNLP} (Findings)},
pages = {5360--5374},
publisher = {Association for Computational Linguistics},
year = {2022}
}
@inproceedings{DBLP:conf/emnlp/WangAM00AG22,
author = {Yaqing Wang and
Sahaj Agarwal and
Subhabrata Mukherjee and
Xiaodong Liu and
Jing Gao and
Ahmed Hassan Awadallah and
Jianfeng Gao},
title = {AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning},
booktitle = {{EMNLP}},
pages = {5744--5760},
publisher = {Association for Computational Linguistics},
year = {2022}
}
@inproceedings{DBLP:conf/icde/KangWGTZ22,
author = {Guoxin Kang and
Lei Wang and
Wanling Gao and
Fei Tang and
Jianfeng Zhan},
title = {OLxPBench: Real-time, Semantically Consistent, and Domain-specific
are Essential in Benchmarking, Designing, and Implementing {HTAP}
Systems},
booktitle = {{ICDE}},
pages = {1822--1834},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/icic/GaoHZL22,
author = {Wentao Gao and
Ziyi Huang and
Hao Zhang and
Jianfeng Lu},
title = {Anti-breast Cancer Drug Design and {ADMET} Prediction of ERa Antagonists
Based on {QSAR} Study},
booktitle = {{ICIC} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {13394},
pages = {28--40},
publisher = {Springer},
year = {2022}
}
@inproceedings{DBLP:conf/icira/LinQHZLG22,
author = {Jian{-}feng Lin and
Chenkun Qi and
Yan Hu and
Songlin Zhou and
Xin Liu and
Feng Gao},
title = {Geometrical Parameter Identification for 6-DOF Parallel Platform},
booktitle = {{ICIRA} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {13456},
pages = {70--76},
publisher = {Springer},
year = {2022}
}
@inproceedings{DBLP:conf/iclr/LiYZGXDYG22,
author = {Chunyuan Li and
Jianwei Yang and
Pengchuan Zhang and
Mei Gao and
Bin Xiao and
Xiyang Dai and
Lu Yuan and
Jianfeng Gao},
title = {Efficient Self-supervised Vision Transformers for Representation Learning},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2022}
}
@inproceedings{DBLP:conf/iclr/LiangJZH0GCZ22,
author = {Chen Liang and
Haoming Jiang and
Simiao Zuo and
Pengcheng He and
Xiaodong Liu and
Jianfeng Gao and
Weizhu Chen and
Tuo Zhao},
title = {No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate
for Training Large Transformer Models},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2022}
}
@inproceedings{DBLP:conf/iclr/Zuo00KHZGZ22,
author = {Simiao Zuo and
Xiaodong Liu and
Jian Jiao and
Young Jin Kim and
Hany Hassan and
Ruofei Zhang and
Jianfeng Gao and
Tuo Zhao},
title = {Taming Sparsely Activated Transformer with Stochastic Experts},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2022}
}
@inproceedings{DBLP:conf/ieem/ChenCG22,
author = {Nan Chen and
Jianfeng Cai and
Lei Gao},
title = {Decision Analysis Considering Government Double Subsidy and {CSR}
under Green Technology R{\&}D Uncertainty},
booktitle = {{IEEM}},
pages = {822--826},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/ieem/GaoCL22,
author = {Lei Gao and
Jianfeng Cai and
Zhengfeng Li},
title = {A Review of Innovation Alliances from Game Theory Perspective},
booktitle = {{IEEM}},
pages = {1316--1320},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/ijcai/XuZWSC0GH0022,
author = {Yichong Xu and
Chenguang Zhu and
Shuohang Wang and
Siqi Sun and
Hao Cheng and
Xiaodong Liu and
Jianfeng Gao and
Pengcheng He and
Michael Zeng and
Xuedong Huang},
title = {Human Parity on CommonsenseQA: Augmenting Self-Attention with External
Attention},
booktitle = {{IJCAI}},
pages = {2762--2768},
publisher = {ijcai.org},
year = {2022}
}
@inproceedings{DBLP:conf/naacl/GuiWH0BG22,
author = {Liangke Gui and
Borui Wang and
Qiuyuan Huang and
Alexander Hauptmann and
Yonatan Bisk and
Jianfeng Gao},
title = {{KAT:} {A} Knowledge Augmented Transformer for Vision-and-Language},
booktitle = {{NAACL-HLT}},
pages = {956--968},
publisher = {Association for Computational Linguistics},
year = {2022}
}
@inproceedings{DBLP:conf/naacl/LiPSMLYG22,
author = {Yu Li and
Baolin Peng and
Yelong Shen and
Yi Mao and
Lars Liden and
Zhou Yu and
Jianfeng Gao},
title = {Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation},
booktitle = {{NAACL-HLT}},
pages = {206--218},
publisher = {Association for Computational Linguistics},
year = {2022}
}
@inproceedings{DBLP:conf/naacl/WangM0GAG22,
author = {Yaqing Wang and
Subhabrata Mukherjee and
Xiaodong Liu and
Jing Gao and
Ahmed Awadallah and
Jianfeng Gao},
title = {LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot
Learners},
booktitle = {{NAACL-HLT} (Findings)},
pages = {2262--2281},
publisher = {Association for Computational Linguistics},
year = {2022}
}
@inproceedings{DBLP:conf/nana/MaSMJXGX22,
author = {XinDi Ma and
Cunzhu Su and
Jianfeng Ma and
Qi Jiang and
Ning Xi and
Sheng Gao and
Kang Xie},
title = {Self-Anomaly-Detection Model Training via Initialized Meta Model},
booktitle = {NaNA},
pages = {471--476},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/nips/DouKGZWL00LPGW22,
author = {Zi{-}Yi Dou and
Aishwarya Kamath and
Zhe Gan and
Pengchuan Zhang and
Jianfeng Wang and
Linjie Li and
Zicheng Liu and
Ce Liu and
Yann LeCun and
Nanyun Peng and
Jianfeng Gao and
Lijuan Wang},
title = {Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone},
booktitle = {NeurIPS},
year = {2022}
}
@inproceedings{DBLP:conf/nips/InalaWYCELMG22,
author = {Jeevana Priya Inala and
Chenglong Wang and
Mei Yang and
Andr{\'{e}}s Codas and
Mark Encarnaci{\'{o}}n and
Shuvendu K. Lahiri and
Madanlal Musuvathi and
Jianfeng Gao},
title = {Fault-Aware Neural Code Rankers},
booktitle = {NeurIPS},
year = {2022}
}
@inproceedings{DBLP:conf/nips/LiLLZAYJH0LG22,
author = {Chunyuan Li and
Haotian Liu and
Liunian Harold Li and
Pengchuan Zhang and
Jyoti Aneja and
Jianwei Yang and
Ping Jin and
Houdong Hu and
Zicheng Liu and
Yong Jae Lee and
Jianfeng Gao},
title = {{ELEVATER:} {A} Benchmark and Toolkit for Evaluating Language-Augmented
Visual Models},
booktitle = {NeurIPS},
year = {2022}
}
@inproceedings{DBLP:conf/nips/ShenL0XYZGWY0KD22,
author = {Sheng Shen and
Chunyuan Li and
Xiaowei Hu and
Yujia Xie and
Jianwei Yang and
Pengchuan Zhang and
Zhe Gan and
Lijuan Wang and
Lu Yuan and
Ce Liu and
Kurt Keutzer and
Trevor Darrell and
Anna Rohrbach and
Jianfeng Gao},
title = {{K-LITE:} Learning Transferable Visual Models with External Knowledge},
booktitle = {NeurIPS},
year = {2022}
}
@inproceedings{DBLP:conf/nips/XuMLDWZAG22,
author = {Dongkuan Xu and
Subhabrata Mukherjee and
Xiaodong Liu and
Debadeepta Dey and
Wenhui Wang and
Xiang Zhang and
Ahmed Hassan Awadallah and
Jianfeng Gao},
title = {Few-shot Task-agnostic Neural Architecture Search for Distilling Large
Language Models},
booktitle = {NeurIPS},
year = {2022}
}
@inproceedings{DBLP:conf/nips/YangLDG22,
author = {Jianwei Yang and
Chunyuan Li and
Xiyang Dai and
Jianfeng Gao},
title = {Focal Modulation Networks},
booktitle = {NeurIPS},
year = {2022}
}
@inproceedings{DBLP:conf/nips/ZhangZ00LDWYHG22,
author = {Haotian Zhang and
Pengchuan Zhang and
Xiaowei Hu and
Yen{-}Chun Chen and
Liunian Harold Li and
Xiyang Dai and
Lijuan Wang and
Lu Yuan and
Jenq{-}Neng Hwang and
Jianfeng Gao},
title = {GLIPv2: Unifying Localization and Vision-Language Understanding},
booktitle = {NeurIPS},
year = {2022}
}
@inproceedings{DBLP:conf/pimrc/NiuGGJ22,
author = {Xiaotong Niu and
Jianfeng Guan and
Xianming Gao and
Shanqing Jiang},
title = {Scalable and Reliable {SDN} Multi-Controller System Based on Trusted
Multi-Chain},
booktitle = {{PIMRC}},
pages = {758--763},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/sigdial/ZhangPGM22,
author = {Xiaoying Zhang and
Baolin Peng and
Jianfeng Gao and
Helen Meng},
title = {Toward Self-Learning End-to-End Task-oriented Dialog Systems},
booktitle = {{SIGDIAL}},
pages = {516--530},
publisher = {Association for Computational Linguistics},
year = {2022}
}
@inproceedings{DBLP:conf/vtc/LiLSGL22,
author = {Jianfeng Li and
Mengting Liu and
Shunshun Shang and
Xin Gao and
Jianghua Liu},
title = {Carrier Phase Positioning Using 5G {NR} Signals Based on {OFDM} System},
booktitle = {{VTC} Fall},
pages = {1--5},
publisher = {{IEEE}},
year = {2022}
}
@article{DBLP:journals/corr/abs-2201-05176,
author = {Jianfeng Gao and
Chenyan Xiong and
Paul Bennett and
Nick Craswell},
title = {Neural Approaches to Conversational Information Retrieval},
journal = {CoRR},
volume = {abs/2201.05176},
year = {2022}
}
@article{DBLP:journals/corr/abs-2201-06849,
author = {Xiaoying Zhang and
Baolin Peng and
Jianfeng Gao and
Helen Meng},
title = {Toward Self-Learning End-to-End Dialog Systems},
journal = {CoRR},
volume = {abs/2201.06849},
year = {2022}
}
@article{DBLP:journals/corr/abs-2201-12507,
author = {Dongkuan Xu and
Subhabrata Mukherjee and
Xiaodong Liu and
Debadeepta Dey and
Wenhui Wang and
Xiang Zhang and
Ahmed Hassan Awadallah and
Jianfeng Gao},
title = {AutoDistil: Few-shot Task-agnostic Neural Architecture Search for
Distilling Large Language Models},
journal = {CoRR},
volume = {abs/2201.12507},
year = {2022}
}
@article{DBLP:journals/corr/abs-2202-02664,
author = {Chen Liang and
Haoming Jiang and
Simiao Zuo and
Pengcheng He and
Xiaodong Liu and
Jianfeng Gao and
Weizhu Chen and
Tuo Zhao},
title = {No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate
for Training Large Transformer Models},
journal = {CoRR},
volume = {abs/2202.02664},
year = {2022}
}
@article{DBLP:journals/corr/abs-2202-08772,
author = {Da Yin and
Li Dong and
Hao Cheng and
Xiaodong Liu and
Kai{-}Wei Chang and
Furu Wei and
Jianfeng Gao},
title = {A Survey of Knowledge-Intensive {NLP} with Pre-Trained Language Models},
journal = {CoRR},
volume = {abs/2202.08772},
year = {2022}
}
@article{DBLP:journals/corr/abs-2203-03466,
author = {Greg Yang and
Edward J. Hu and
Igor Babuschkin and
Szymon Sidor and
Xiaodong Liu and
David Farhi and
Nick Ryder and
Jakub Pachocki and
Weizhu Chen and
Jianfeng Gao},
title = {Tensor Programs {V:} Tuning Large Neural Networks via Zero-Shot Hyperparameter
Transfer},
journal = {CoRR},
volume = {abs/2203.03466},
year = {2022}
}
@article{DBLP:journals/corr/abs-2203-11926,
author = {Jianwei Yang and
Chunyuan Li and
Jianfeng Gao},
title = {Focal Modulation Networks},
journal = {CoRR},
volume = {abs/2203.11926},
year = {2022}
}
@article{DBLP:journals/corr/abs-2203-16095,
author = {Guoxin Kang and
Lei Wang and
Wanling Gao and
Fei Tang and
Jianfeng Zhan},
title = {OLxPBench: Real-time, Semantically Consistent, and Domain-specific
are Essential in Benchmarking, Designing, and Implementing {HTAP}
Systems},
journal = {CoRR},
volume = {abs/2203.16095},
year = {2022}
}
@article{DBLP:journals/corr/abs-2204-03610,
author = {Jianwei Yang and
Chunyuan Li and
Pengchuan Zhang and
Bin Xiao and
Ce Liu and
Lu Yuan and
Jianfeng Gao},
title = {Unified Contrastive Learning in Image-Text-Label Space},
journal = {CoRR},
volume = {abs/2204.03610},
year = {2022}
}
@article{DBLP:journals/corr/abs-2204-06644,
author = {Payal Bajaj and
Chenyan Xiong and
Guolin Ke and
Xiaodong Liu and
Di He and
Saurabh Tiwary and
Tie{-}Yan Liu and
Paul Bennett and
Xia Song and
Jianfeng Gao},
title = {{METRO:} Efficient Denoising Pretraining of Large Scale Autoencoding
Language Models with Model Generated Signals},
journal = {CoRR},
volume = {abs/2204.06644},
year = {2022}
}
@article{DBLP:journals/corr/abs-2204-07689,
author = {Shashank Gupta and
Subhabrata Mukherjee and
Krishan Subudhi and
Eduardo Gonzalez and
Damien Jose and
Ahmed Hassan Awadallah and
Jianfeng Gao},
title = {Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners},
journal = {CoRR},
volume = {abs/2204.07689},
year = {2022}
}
@article{DBLP:journals/corr/abs-2204-08790,
author = {Chunyuan Li and
Haotian Liu and
Liunian Harold Li and
Pengchuan Zhang and
Jyoti Aneja and
Jianwei Yang and
Ping Jin and
Yong Jae Lee and
Houdong Hu and
Zicheng Liu and
Jianfeng Gao},
title = {{ELEVATER:} {A} Benchmark and Toolkit for Evaluating Language-Augmented
Visual Models},
journal = {CoRR},
volume = {abs/2204.08790},
year = {2022}
}
@article{DBLP:journals/corr/abs-2204-09222,
author = {Sheng Shen and
Chunyuan Li and
Xiaowei Hu and
Yujia Xie and
Jianwei Yang and
Pengchuan Zhang and
Anna Rohrbach and
Zhe Gan and
Lijuan Wang and
Lu Yuan and
Ce Liu and
Kurt Keutzer and
Trevor Darrell and
Jianfeng Gao},
title = {{K-LITE:} Learning Transferable Visual Models with External Knowledge},
journal = {CoRR},
volume = {abs/2204.09222},
year = {2022}
}
@article{DBLP:journals/corr/abs-2205-01128,
author = {Paul Smolensky and
R. Thomas McCoy and
Roland Fernandez and
Matthew Goldrick and
Jianfeng Gao},
title = {Neurocompositional computing: From the Central Paradox of Cognition
to a new generation of {AI} systems},
journal = {CoRR},
volume = {abs/2205.01128},
year = {2022}
}
@article{DBLP:journals/corr/abs-2205-09256,
author = {Liangke Gui and
Qiuyuan Huang and
Alex Hauptmann and
Yonatan Bisk and
Jianfeng Gao},
title = {Training Vision-Language Transformers from Captions Alone},
journal = {CoRR},
volume = {abs/2205.09256},
year = {2022}
}
@article{DBLP:journals/corr/abs-2205-10178,
author = {Weizhi Wang and
Li Dong and
Hao Cheng and
Haoyu Song and
Xiaodong Liu and
Xifeng Yan and
Jianfeng Gao and
Furu Wei},
title = {Visually-Augmented Language Modeling},
journal = {CoRR},
volume = {abs/2205.10178},
year = {2022}
}
@article{DBLP:journals/corr/abs-2205-12410,
author = {Yaqing Wang and
Subhabrata Mukherjee and
Xiaodong Liu and
Jing Gao and
Ahmed Hassan Awadallah and
Jianfeng Gao},
title = {AdaMix: Mixture-of-Adapter for Parameter-efficient Tuning of Large
Language Models},
journal = {CoRR},
volume = {abs/2205.12410},
year = {2022}
}
@article{DBLP:journals/corr/abs-2205-14318,
author = {Ansong Ni and
Jeevana Priya Inala and
Chenglong Wang and
Oleksandr Polozov and
Christopher Meek and
Dragomir R. Radev and
Jianfeng Gao},
title = {Learning from Self-Sampled Correct and Partially-Correct Programs},
journal = {CoRR},
volume = {abs/2205.14318},
year = {2022}
}
@article{DBLP:journals/corr/abs-2206-03865,
author = {Jeevana Priya Inala and
Chenglong Wang and
Mei Yang and
Andr{\'{e}}s Codas and
Mark Encarnaci{\'{o}}n and
Shuvendu K. Lahiri and
Madanlal Musuvathi and
Jianfeng Gao},
title = {Fault-Aware Neural Code Rankers},
journal = {CoRR},
volume = {abs/2206.03865},
year = {2022}
}
@article{DBLP:journals/corr/abs-2206-05836,
author = {Haotian Zhang and
Pengchuan Zhang and
Xiaowei Hu and
Yen{-}Chun Chen and
Liunian Harold Li and
Xiyang Dai and
Lijuan Wang and
Lu Yuan and
Jenq{-}Neng Hwang and
Jianfeng Gao},
title = {GLIPv2: Unifying Localization and Vision-Language Understanding},
journal = {CoRR},
volume = {abs/2206.05836},
year = {2022}
}
@article{DBLP:journals/corr/abs-2206-07643,
author = {Zi{-}Yi Dou and
Aishwarya Kamath and
Zhe Gan and
Pengchuan Zhang and
Jianfeng Wang and
Linjie Li and
Zicheng Liu and
Ce Liu and
Yann LeCun and
Nanyun Peng and
Jianfeng Gao and
Lijuan Wang},
title = {Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone},
journal = {CoRR},
volume = {abs/2206.07643},
year = {2022}
}
@article{DBLP:journals/corr/abs-2206-11309,
author = {Baolin Peng and
Michel Galley and
Pengcheng He and
Chris Brockett and
Lars Liden and
Elnaz Nouri and
Zhou Yu and
Bill Dolan and
Jianfeng Gao},
title = {{GODEL:} Large-Scale Pre-Training for Goal-Directed Dialog},
journal = {CoRR},
volume = {abs/2206.11309},
year = {2022}
}
@article{DBLP:journals/corr/abs-2206-12449,
author = {Miaoran Li and
Baolin Peng and
Jianfeng Gao and
Zhu Zhang},
title = {{OPERA:} Harmonizing Task-Oriented Dialogs and Information Seeking
Experience},
journal = {CoRR},
volume = {abs/2206.12449},
year = {2022}
}
@article{DBLP:journals/corr/abs-2208-05950,
author = {Shuvendu K. Lahiri and
Aaditya Naik and
Georgios Sakkas and
Piali Choudhury and
Curtis von Veh and
Madanlal Musuvathi and
Jeevana Priya Inala and
Chenglong Wang and
Jianfeng Gao},
title = {Interactive Code Generation via Test-Driven User-Intent Formalization},
journal = {CoRR},
volume = {abs/2208.05950},
year = {2022}
}
@article{DBLP:journals/corr/abs-2208-06061,
author = {Paul Soulos and
Sudha Rao and
Caitlin Smith and
Eric Rosen and
Asli Celikyilmaz and
R. Thomas McCoy and
Yichen Jiang and
Coleman Haley and
Roland Fernandez and
Hamid Palangi and
Jianfeng Gao and
Paul Smolensky},
title = {Structural Biases for Improving Transformers on Translation into Morphologically
Rich Languages},
journal = {CoRR},
volume = {abs/2208.06061},
year = {2022}
}
@article{DBLP:journals/corr/abs-2208-09770,
author = {Pengcheng He and
Baolin Peng and
Liyang Lu and
Song Wang and
Jie Mei and
Yang Liu and
Ruochen Xu and
Hany Hassan Awadalla and
Yu Shi and
Chenguang Zhu and
Wayne Xiong and
Michael Zeng and
Jianfeng Gao and
Xuedong Huang},
title = {Z-Code++: {A} Pre-trained Language Model Optimized for Abstractive
Summarization},
journal = {CoRR},
volume = {abs/2208.09770},
year = {2022}
}
@article{DBLP:journals/corr/abs-2208-14565,
author = {Sheng Zhang and
Hao Cheng and
Jianfeng Gao and
Hoifung Poon},
title = {Optimizing Bi-Encoder for Named Entity Recognition via Contrastive
Learning},
journal = {CoRR},
volume = {abs/2208.14565},
year = {2022}
}
@article{DBLP:journals/corr/abs-2209-03277,
author = {Jianfeng Gao and
Zhi Tao and
No{\'{e}}mie Jaquier and
Tamim Asfour},
title = {{K-VIL:} Keypoints-based Visual Imitation Learning},
journal = {CoRR},
volume = {abs/2209.03277},
year = {2022}
}
@article{DBLP:journals/corr/abs-2209-11799,
author = {Chandan Singh and
Jianfeng Gao},
title = {Emb-GAM: an Interpretable and Efficient Predictor using Pre-trained
Language Models},
journal = {CoRR},
volume = {abs/2209.11799},
year = {2022}
}
@article{DBLP:journals/corr/abs-2210-01848,
author = {Chandan Singh and
John X. Morris and
Jyoti Aneja and
Alexander M. Rush and
Jianfeng Gao},
title = {Explaining Patterns in Data with Language Models via Interpretable
Autoprompting},
journal = {CoRR},
volume = {abs/2210.01848},
year = {2022}
}
@article{DBLP:journals/corr/abs-2210-05156,
author = {Hao Cheng and
Hao Fang and
Xiaodong Liu and
Jianfeng Gao},
title = {Task-Aware Specialization for Efficient and Robust Dense Retrieval
for Open-Domain Question Answering},
journal = {CoRR},
volume = {abs/2210.05156},
year = {2022}
}
@article{DBLP:journals/corr/abs-2210-07535,
author = {Ganesh Jawahar and
Subhabrata Mukherjee and
Xiaodong Liu and
Young Jin Kim and
Muhammad Abdul{-}Mageed and
Laks V. S. Lakshmanan and
Ahmed Hassan Awadallah and
S{\'{e}}bastien Bubeck and
Jianfeng Gao},
title = {AutoMoE: Neural Architecture Search for Efficient Sparsely Activated
Transformers},
journal = {CoRR},
volume = {abs/2210.07535},
year = {2022}
}
@article{DBLP:journals/corr/abs-2210-09263,
author = {Zhe Gan and
Linjie Li and
Chunyuan Li and
Lijuan Wang and
Zicheng Liu and
Jianfeng Gao},
title = {Vision-Language Pre-training: Basics, Recent Advances, and Future
Trends},
journal = {CoRR},
volume = {abs/2210.09263},
year = {2022}
}
@article{DBLP:journals/corr/abs-2210-12338,
author = {Kaixin Ma and
Hao Cheng and
Xiaodong Liu and
Eric Nyberg and
Jianfeng Gao},
title = {Open-domain Question Answering via Chain of Reasoning over Heterogeneous
Knowledge},
journal = {CoRR},
volume = {abs/2210.12338},
year = {2022}
}
@article{DBLP:journals/corr/abs-2210-14124,
author = {Yufan Zhou and
Chunyuan Li and
Changyou Chen and
Jianfeng Gao and
Jinhui Xu},
title = {Lafite2: Few-shot Text-to-Image Generation},
journal = {CoRR},
volume = {abs/2210.14124},
year = {2022}
}
@article{DBLP:journals/corr/abs-2211-09374,
author = {Junjie Huang and
Chenglong Wang and
Jipeng Zhang and
Cong Yan and
Haotian Cui and
Jeevana Priya Inala and
Colin B. Clement and
Nan Duan and
Jianfeng Gao},
title = {Execution-based Evaluation for Data Science Code Generation Models},
journal = {CoRR},
volume = {abs/2211.09374},
year = {2022}
}
@article{DBLP:journals/corr/abs-2211-15395,
author = {Haotian Cui and
Chenglong Wang and
Junjie Huang and
Jeevana Priya Inala and
Todd Mytkowicz and
Bo Wang and
Jianfeng Gao and
Nan Duan},
title = {CodeExp: Explanatory Code Document Generation},
journal = {CoRR},
volume = {abs/2211.15395},
year = {2022}
}
@article{DBLP:journals/corr/abs-2211-17148,
author = {Qi Zhu and
Christian Geishauser and
Hsien{-}Chin Lin and
Carel van Niekerk and
Baolin Peng and
Zheng Zhang and
Michael Heck and
Nurul Lubis and
Dazhen Wan and
Xiaochen Zhu and
Jianfeng Gao and
Milica Gasic and
Minlie Huang},
title = {ConvLab-3: {A} Flexible Dialogue System Toolkit Based on a Unified
Data Format},
journal = {CoRR},
volume = {abs/2211.17148},
year = {2022}
}
@article{DBLP:journals/corr/abs-2212-00721,
author = {Wanling Gao and
Lei Wang and
Mingyu Chen and
Jin Xiong and
Chunjie Luo and
Wenli Zhang and
Yunyou Huang and
Weiping Li and
Guoxin Kang and
Chen Zheng and
Biwei Xie and
Shaopeng Dai and
Qian He and
Hainan Ye and
Yungang Bao and
Jianfeng Zhan},
title = {High fusion computers: The IoTs, edges, data centers, and humans-in-the-loop
as a computer},
journal = {CoRR},
volume = {abs/2212.00721},
year = {2022}
}
@article{DBLP:journals/corr/abs-2212-01956,
author = {Faeze Brahman and
Baolin Peng and
Michel Galley and
Sudha Rao and
Bill Dolan and
Snigdha Chaturvedi and
Jianfeng Gao},
title = {Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation},
journal = {CoRR},
volume = {abs/2212.01956},
year = {2022}
}
@article{DBLP:journals/corr/abs-2212-08136,
author = {Simiao Zuo and
Xiaodong Liu and
Jian Jiao and
Denis Charles and
Eren Manavoglu and
Tuo Zhao and
Jianfeng Gao},
title = {Efficient Long Sequence Modeling via State Space Augmented Transformer},
journal = {CoRR},
volume = {abs/2212.08136},
year = {2022}
}
@article{DBLP:journals/corr/abs-2212-10008,
author = {Miaoran Li and
Baolin Peng and
Michel Galley and
Jianfeng Gao and
Zhu Zhang},
title = {Enhancing Task Bot Engagement with Synthesized Open-Domain Dialog},
journal = {CoRR},
volume = {abs/2212.10008},
year = {2022}
}
@article{DBLP:journals/corr/abs-2212-10018,
author = {Yu Li and
Baolin Peng and
Pengcheng He and
Michel Galley and
Zhou Yu and
Jianfeng Gao},
title = {{DIONYSUS:} {A} Pre-trained Model for Low-Resource Dialogue Summarization},
journal = {CoRR},
volume = {abs/2212.10018},
year = {2022}
}
@article{DBLP:journals/corr/abs-2212-10740,
author = {Hongxiao Li and
Wanling Gao and
Lei Wang and
Jianfeng Zhan},
title = {ToL: {A} Tensor of List-Based Unified Computation Model},
journal = {CoRR},
volume = {abs/2212.10740},
year = {2022}
}
@article{DBLP:journals/corr/abs-2212-10923,
author = {Zonglin Yang and
Li Dong and
Xinya Du and
Hao Cheng and
Erik Cambria and
Xiaodong Liu and
Jianfeng Gao and
Furu Wei},
title = {Language Models as Inductive Reasoners},
journal = {CoRR},
volume = {abs/2212.10923},
year = {2022}
}
@article{DBLP:journals/corr/abs-2212-11270,
author = {Xueyan Zou and
Zi{-}Yi Dou and
Jianwei Yang and
Zhe Gan and
Linjie Li and
Chunyuan Li and
Xiyang Dai and
Harkirat Behl and
Jianfeng Wang and
Lu Yuan and
Nanyun Peng and
Lijuan Wang and
Yong Jae Lee and
Jianfeng Gao},
title = {Generalized Decoding for Pixel, Image, and Language},
journal = {CoRR},
volume = {abs/2212.11270},
year = {2022}
}
@article{DBLP:journals/corr/abs-2212-13925,
author = {Zhengxin Yang and
Wanling Gao and
Chunjie Luo and
Lei Wang and
Jianfeng Zhan},
title = {Quality at the Tail},
journal = {CoRR},
volume = {abs/2212.13925},
year = {2022}
}
@article{DBLP:journals/cal/WangXZGWKT21,
author = {Lei Wang and
Xingwang Xiong and
Jianfeng Zhan and
Wanling Gao and
Xu Wen and
Guoxin Kang and
Fei Tang},
title = {{WPC:} Whole-Picture Workload Characterization Across Intermediate
Representation, ISA, and Microarchitecture},
journal = {{IEEE} Comput. Archit. Lett.},
volume = {20},
number = {2},
pages = {86--89},
year = {2021}
}
@article{DBLP:journals/chinaf/ChengSQLLGXC21,
author = {Ran Cheng and
Ying Sun and
Yiming Qu and
Wei Liu and
Fanyu Liu and
Jianfeng Gao and
Nuo Xu and
Bing Chen},
title = {Nano-scaled transistor reliability characterization at nano-second
regime},
journal = {Sci. China Inf. Sci.},
volume = {64},
number = {10},
year = {2021}
}
@article{DBLP:journals/dsp/MaLZZ21,
author = {Penghui Ma and
Jianfeng Li and
Gaofeng Zhao and
Xiaofei Zhang},
title = {Computation-efficient 2-D {DOA} estimation algorithm with array motion
strategy},
journal = {Digit. Signal Process.},
volume = {112},
pages = {103013},
year = {2021}
}
@article{DBLP:journals/ett/HouMLL21,
author = {Gaopan Hou and
Jianfeng Ma and
Chen Liang and
Jiayi Li},
title = {Efficient audit protocol supporting virtual nodes in cloud storage},
journal = {Trans. Emerg. Telecommun. Technol.},
volume = {32},
number = {5},
year = {2021}
}
@article{DBLP:journals/icl/MaLZZ21,
author = {Penghui Ma and
Jianfeng Li and
Gaofeng Zhao and
Xiaofei Zhang},
title = {{CAP-3} Coprime Array for {DOA} Estimation With Enhanced Uniform Degrees
of Freedom and Reduced Mutual Coupling},
journal = {{IEEE} Commun. Lett.},
volume = {25},
number = {6},
pages = {1872--1875},
year = {2021}
}
@article{DBLP:journals/jaihc/0005ZZ0FHC21,
author = {Tong Wang and
Jianfeng Zhang and
Yao Zhang and
Yue Cao and
Liyue Fu and
Azhar Hussain and
Gaojie Chen},
title = {Design and performance evaluation of {V2X} communication protocol
based on Nakagami-m outage probability},
journal = {J. Ambient Intell. Humaniz. Comput.},
volume = {12},
number = {10},
pages = {9405--9421},
year = {2021}
}
@article{DBLP:journals/mlc/GaoMZX21,
author = {Zehai Gao and
Cunbao Ma and
Jianfeng Zhang and
Weijun Xu},
title = {Remaining useful life prediction of integrated modular avionics using
ensemble enhanced online sequential parallel extreme learning machine},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {12},
number = {7},
pages = {1893--1911},
year = {2021}
}
@article{DBLP:journals/pami/WangHCGSWWZ21,
author = {Xin Wang and
Qiuyuan Huang and
Asli Celikyilmaz and
Jianfeng Gao and
Dinghan Shen and
Yuan{-}Fang Wang and
William Yang Wang and
Lei Zhang},
title = {Vision-Language Navigation Policy Learning and Adaptation},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {43},
number = {12},
pages = {4205--4216},
year = {2021}
}
@article{DBLP:journals/ral/LiGDWG21,
author = {Weihua Li and
Junlong Guo and
Liang Ding and
Jianfeng Wang and
Haibo Gao},
title = {Slippage-Dependent Teleoperation of Wheeled Mobile Robots on Soft
Terrains},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {6},
number = {3},
pages = {4962--4969},
year = {2021}
}
@article{DBLP:journals/scn/HouMLL21,
author = {Gaopan Hou and
Jianfeng Ma and
Jiayi Li and
Chen Liang},
title = {Audit Outsourced Data in Internet of Things},
journal = {Secur. Commun. Networks},
volume = {2021},
pages = {6662135:1--6662135:11},
year = {2021}
}
@article{DBLP:journals/tacl/PengLLSLG21,
author = {Baolin Peng and
Chunyuan Li and
Jinchao Li and
Shahin Shayandeh and
Lars Liden and
Jianfeng Gao},
title = {{SOLOIST:} Building Task Bots at Scale with Transfer Learning and
Machine Teaching},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {9},
pages = {907--824},
year = {2021}
}
@article{DBLP:journals/taslp/KimGGLAPSGLAHLK21,
author = {Seokhwan Kim and
Michel Galley and
R. Chulaka Gunasekara and
Sungjin Lee and
Adam Atkinson and
Baolin Peng and
Hannes Schulz and
Jianfeng Gao and
Jinchao Li and
Mahmoud Adada and
Minlie Huang and
Luis A. Lastras and
Jonathan K. Kummerfeld and
Walter S. Lasecki and
Chiori Hori and
Anoop Cherian and
Tim K. Marks and
Abhinav Rastogi and
Xiaoxue Zang and
Srinivas Sunkara and
Raghav Gupta},
title = {Overview of the Eighth Dialog System Technology Challenge: {DSTC8}},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {29},
pages = {2529--2540},
year = {2021}
}
@article{DBLP:journals/tcasII/WangYDSXLSGZLCL21,
author = {Linfang Wang and
Wang Ye and
Chunmeng Dou and
Xin Si and
Xiaoxin Xu and
Jing Liu and
Dashan Shang and
Jianfeng Gao and
Feng Zhang and
Yongpan Liu and
Meng{-}Fan Chang and
Qi Liu},
title = {Efficient and Robust Nonvolatile Computing-In-Memory Based on Voltage
Division in 2T2R {RRAM} With Input-Dependent Sensing Control},
journal = {{IEEE} Trans. Circuits Syst. {II} Express Briefs},
volume = {68},
number = {5},
pages = {1640--1644},
year = {2021}
}
@article{DBLP:journals/tsc/MaMLJG21,
author = {Xindi Ma and
Jianfeng Ma and
Hui Li and
Qi Jiang and
Sheng Gao},
title = {{PDLM:} Privacy-Preserving Deep Learning Model on Cloud with Multiple
Keys},
journal = {{IEEE} Trans. Serv. Comput.},
volume = {14},
number = {4},
pages = {1251--1263},
year = {2021}
}
@article{DBLP:journals/wicomm/ZhaoZLZL21,
author = {Gaofeng Zhao and
Hao Zheng and
Yingying Li and
Kehui Zhu and
Jianfeng Li},
title = {A Frequency Domain Direct Localization Method Based on Distributed
Antenna Sensing},
journal = {Wirel. Commun. Mob. Comput.},
volume = {2021},
pages = {6616729:1--6616729:10},
year = {2021}
}
@inproceedings{DBLP:conf/IEEEpact/GaoTZWWCLLLJ21,
author = {Wanling Gao and
Fei Tang and
Jianfeng Zhan and
Xu Wen and
Lei Wang and
Zheng Cao and
Chuanxin Lan and
Chunjie Luo and
Xiaoli Liu and
Zihan Jiang},
title = {AIBench Scenario: Scenario-Distilling {AI} Benchmarking},
booktitle = {{PACT}},
pages = {142--158},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/aaai/Hu0LZGW021,
author = {Xiaowei Hu and
Xi Yin and
Kevin Lin and
Lei Zhang and
Jianfeng Gao and
Lijuan Wang and
Zicheng Liu},
title = {{VIVO:} Visual Vocabulary Pre-Training for Novel Object Captioning},
booktitle = {{AAAI}},
pages = {1575--1583},
publisher = {{AAAI} Press},
year = {2021}
}
@inproceedings{DBLP:conf/aaai/PasunuruCGXZBG21,
author = {Ramakanth Pasunuru and
Asli Celikyilmaz and
Michel Galley and
Chenyan Xiong and
Yizhe Zhang and
Mohit Bansal and
Jianfeng Gao},
title = {Data Augmentation for Abstractive Query-Focused Multi-Document Summarization},
booktitle = {{AAAI}},
pages = {13666--13674},
publisher = {{AAAI} Press},
year = {2021}
}
@inproceedings{DBLP:conf/aaai/WuGBZ0QKGHOD21,
author = {Zeqiu Wu and
Michel Galley and
Chris Brockett and
Yizhe Zhang and
Xiang Gao and
Chris Quirk and
Rik Koncel{-}Kedziorski and
Jianfeng Gao and
Hannaneh Hajishirzi and
Mari Ostendorf and
Bill Dolan},
title = {A Controllable Model of Grounded Response Generation},
booktitle = {{AAAI}},
pages = {14085--14093},
publisher = {{AAAI} Press},
year = {2021}
}
@inproceedings{DBLP:conf/acl/0002SLHCG20,
author = {Hao Cheng and
Yelong Shen and
Xiaodong Liu and
Pengcheng He and
Weizhu Chen and
Jianfeng Gao},
title = {UnitedQA: {A} Hybrid Approach for Open Domain Question Answering},
booktitle = {{ACL/IJCNLP} {(1)}},
pages = {3080--3090},
publisher = {Association for Computational Linguistics},
year = {2021}
}
@inproceedings{DBLP:conf/acl/GabrielCJCG21,
author = {Saadia Gabriel and
Asli Celikyilmaz and
Rahul Jha and
Yejin Choi and
Jianfeng Gao},
title = {{GO} {FIGURE:} {A} Meta Evaluation of Factuality in Summarization},
booktitle = {{ACL/IJCNLP} (Findings)},
series = {Findings of {ACL}},
volume = {{ACL/IJCNLP} 2021},
pages = {478--487},
publisher = {Association for Computational Linguistics},
year = {2021}
}
@inproceedings{DBLP:conf/acl/MaoHLSG0C20,
author = {Yuning Mao and
Pengcheng He and
Xiaodong Liu and
Yelong Shen and
Jianfeng Gao and
Jiawei Han and
Weizhu Chen},
title = {Generation-Augmented Retrieval for Open-Domain Question Answering},
booktitle = {{ACL/IJCNLP} {(1)}},
pages = {4089--4100},
publisher = {Association for Computational Linguistics},
year = {2021}
}
@inproceedings{DBLP:conf/acl/MaoHLSGHC21,
author = {Yuning Mao and
Pengcheng He and
Xiaodong Liu and
Yelong Shen and
Jianfeng Gao and
Jiawei Han and
Weizhu Chen},
title = {Reader-Guided Passage Reranking for Open-Domain Question Answering},
booktitle = {{ACL/IJCNLP} (Findings)},
series = {Findings of {ACL}},
volume = {{ACL/IJCNLP} 2021},
pages = {344--350},
publisher = {Association for Computational Linguistics},
year = {2021}
}
@inproceedings{DBLP:conf/acl/PengLZZLG20,
author = {Baolin Peng and
Chunyuan Li and
Zhu Zhang and
Chenguang Zhu and
Jinchao Li and
Jianfeng Gao},
title = {{RADDLE:} An Evaluation Benchmark and Analysis Platform for Robust
Task-oriented Dialog Systems},
booktitle = {{ACL/IJCNLP} {(1)}},
pages = {4418--4429},
publisher = {Association for Computational Linguistics},
year = {2021}
}
@inproceedings{DBLP:conf/acl/ZhangCGB20,
author = {Shiyue Zhang and
Asli Celikyilmaz and
Jianfeng Gao and
Mohit Bansal},
title = {EmailSum: Abstractive Email Thread Summarization},
booktitle = {{ACL/IJCNLP} {(1)}},
pages = {6895--6909},
publisher = {Association for Computational Linguistics},
year = {2021}
}
@inproceedings{DBLP:conf/ccgrid/HaoZ0GW21,
author = {Tianshu Hao and
Jianfeng Zhan and
Kai Hwang and
Wanling Gao and
Xu Wen},
title = {AI-oriented Workload Allocation for Cloud-Edge Computing},
booktitle = {{CCGRID}},
pages = {555--564},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/cluster/JiangGTWXLLLZ21,
author = {Zihan Jiang and
Wanling Gao and
Fei Tang and
Lei Wang and
Xingwang Xiong and
Chunjie Luo and
Chuanxin Lan and
Hongxiao Li and
Jianfeng Zhan},
title = {{HPC} {AI500} {V2.0:} The Methodology, Tools, and Metrics for Benchmarking
{HPC} {AI} Systems},
booktitle = {{CLUSTER}},
pages = {47--58},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/cogsci/RussinFPRJS021,
author = {Jacob L. Russin and
Roland Fernandez and
Hamid Palangi and
Eric Rosen and
Nebojsa Jojic and
Paul Smolensky and
Jianfeng Gao},
title = {Compositional processing emerges in neural networks solving math problems},
booktitle = {CogSci},
publisher = {cognitivesciencesociety.org},
year = {2021}
}
@inproceedings{DBLP:conf/cvpr/ZhangLHY0WCG21,
author = {Pengchuan Zhang and
Xiujun Li and
Xiaowei Hu and
Jianwei Yang and
Lei Zhang and
Lijuan Wang and
Yejin Choi and
Jianfeng Gao},
title = {VinVL: Revisiting Visual Representations in Vision-Language Models},
booktitle = {{CVPR}},
pages = {5579--5588},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/eacl/ChoZRCXGWD21,
author = {Woon Sang Cho and
Yizhe Zhang and
Sudha Rao and
Asli Celikyilmaz and
Chenyan Xiong and
Jianfeng Gao and
Mengdi Wang and
Bill Dolan},
title = {Contrastive Multi-document Question Generation},
booktitle = {{EACL}},
pages = {12--30},
publisher = {Association for Computational Linguistics},
year = {2021}
}
@inproceedings{DBLP:conf/ecoc/JiangTWGJWS21,
author = {Zhiping Jiang and
Xuefeng Tang and
Simin Wang and
Ge Gao and
Dajiang Jin and
Jianfeng Wang and
Minggang Si},
title = {{DSP} Enabled, Amplitude Modulation Pilot Tone Based Optical Performance
Monitoring in Coherent Systems},
booktitle = {{ECOC}},
pages = {1--4},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/emnlp/ChenHMGPWFG21,
author = {Kezhen Chen and
Qiuyuan Huang and
Daniel McDuff and
Xiang Gao and
Hamid Palangi and
Jianfeng Wang and
Kenneth D. Forbus and
Jianfeng Gao},
title = {{NICE:} Neural Image Commenting with Empathy},
booktitle = {{EMNLP} (Findings)},
pages = {4456--4472},
publisher = {Association for Computational Linguistics},
year = {2021}
}
@inproceedings{DBLP:conf/emnlp/ChenLG0ZJ21,
author = {Sanxing Chen and
Xiaodong Liu and
Jianfeng Gao and
Jian Jiao and
Ruofei Zhang and
Yangfeng Ji},
title = {HittER: Hierarchical Transformers for Knowledge Graph Embeddings},
booktitle = {{EMNLP} {(1)}},
pages = {10395--10407},
publisher = {Association for Computational Linguistics},
year = {2021}
}
@inproceedings{DBLP:conf/emnlp/HuangLSJBCPG021,
author = {Jiaxin Huang and
Chunyuan Li and
Krishan Subudhi and
Damien Jose and
Shobana Balakrishnan and
Weizhu Chen and
Baolin Peng and
Jianfeng Gao and
Jiawei Han},
title = {Few-Shot Named Entity Recognition: An Empirical Baseline Study},
booktitle = {{EMNLP} {(1)}},
pages = {10408--10423},
publisher = {Association for Computational Linguistics},
year = {2021}
}
@inproceedings{DBLP:conf/emnlp/LiangJLHCGZ21,
author = {Chen Liang and
Haoming Jiang and
Xiaodong Liu and
Pengcheng He and
Weizhu Chen and
Jianfeng Gao and
Tuo Zhao},
title = {Token-wise Curriculum Learning for Neural Machine Translation},
booktitle = {{EMNLP} (Findings)},
pages = {3658--3670},
publisher = {Association for Computational Linguistics},
year = {2021}
}
@inproceedings{DBLP:conf/emnlp/ZuoLJHLGCZ21,
author = {Simiao Zuo and
Chen Liang and
Haoming Jiang and
Pengcheng He and
Xiaodong Liu and
Jianfeng Gao and
Weizhu Chen and
Tuo Zhao},
title = {{ARCH:} Efficient Adversarial Regularized Training with Caching},
booktitle = {{EMNLP} (Findings)},
pages = {4118--4131},
publisher = {Association for Computational Linguistics},
year = {2021}
}
@inproceedings{DBLP:conf/emnlp/ZuoLJLHGCZ21,
author = {Simiao Zuo and
Chen Liang and
Haoming Jiang and
Xiaodong Liu and
Pengcheng He and
Jianfeng Gao and
Weizhu Chen and
Tuo Zhao},
title = {Adversarial Regularization as Stackelberg Game: An Unrolled Optimization
Approach},
booktitle = {{EMNLP} {(1)}},
pages = {6562--6577},
publisher = {Association for Computational Linguistics},
year = {2021}
}
@inproceedings{DBLP:conf/ica3pp/ShiLWGJ0021,
author = {Jianfeng Shi and
Chengzhi Li and
Heng Wu and
Heran Gao and
Songchang Jin and
Tao Huang and
Wenbo Zhang},
title = {Evaluating the Parallel Execution Schemes of Smart Contract Transactions
in Different Blockchains: An Empirical Study},
booktitle = {{ICA3PP} {(3)}},
series = {Lecture Notes in Computer Science},
volume = {13157},
pages = {35--51},
publisher = {Springer},
year = {2021}
}
@inproceedings{DBLP:conf/iccv/YangBG21,
author = {Jianwei Yang and
Yonatan Bisk and
Jianfeng Gao},
title = {TACo: Token-aware Cascade Contrastive Learning for Video-Text Alignment},
booktitle = {{ICCV}},
pages = {11542--11552},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/iccv/ZhangDYXY0G21,
author = {Pengchuan Zhang and
Xiyang Dai and
Jianwei Yang and
Bin Xiao and
Lu Yuan and
Lei Zhang and
Jianfeng Gao},
title = {Multi-Scale Vision Longformer: {A} New Vision Transformer for High-Resolution
Image Encoding},
booktitle = {{ICCV}},
pages = {2978--2988},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/iciei/OuGC21,
author = {Zhigang Ou and
Yun Gao and
Jianfeng Cheng},
title = {Multidimensional Assessment of English Speech on Pronunciation, Fluency
and Prosody},
booktitle = {{ICIEI}},
pages = {46--52},
publisher = {{ACM}},
year = {2021}
}
@inproceedings{DBLP:conf/icira/LinQWG21,
author = {Jian{-}feng Lin and
Chenkun Qi and
Yu{-}Ze Wu and
Feng Gao},
title = {A Calibration Method of Compliant Planar Parallel Manipulator},
booktitle = {{ICIRA} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {13014},
pages = {257--266},
publisher = {Springer},
year = {2021}
}
@inproceedings{DBLP:conf/iclr/HeLGC21,
author = {Pengcheng He and
Xiaodong Liu and
Jianfeng Gao and
Weizhu Chen},
title = {Deberta: decoding-Enhanced Bert with Disentangled Attention},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2021}
}
@inproceedings{DBLP:conf/icra/KlasHGDR0A21,
author = {Cornelius Klas and
Felix Hundhausen and
Jianfeng Gao and
Christian R. G. Dreher and
Stefan Reither and
You Zhou and
Tamim Asfour},
title = {The {KIT} Gripper: {A} Multi-Functional Gripper for Disassembly Tasks},
booktitle = {{ICRA}},
pages = {715--721},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/ijcnn/LuoZWG21,
author = {Chunjie Luo and
Jianfeng Zhan and
Lei Wang and
Wanling Gao},
title = {Finet: Using Fine-grained Batch Normalization to Train Light-weight
Neural Networks},
booktitle = {{IJCNN}},
pages = {1--8},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/interspeech/PengZZG21,
author = {Baolin Peng and
Chenguang Zhu and
Michael Zeng and
Jianfeng Gao},
title = {Data Augmentation for Spoken Language Understanding via Pretrained
Language Models},
booktitle = {Interspeech},
pages = {1219--1223},
publisher = {{ISCA}},
year = {2021}
}
@inproceedings{DBLP:conf/ispass/TangGZLWWLCXJHF21,
author = {Fei Tang and
Wanling Gao and
Jianfeng Zhan and
Chuanxin Lan and
Xu Wen and
Lei Wang and
Chunjie Luo and
Zheng Cao and
Xingwang Xiong and
Zihan Jiang and
Tianshu Hao and
Fanda Fan and
Fan Zhang and
Yunyou Huang and
Jianan Chen and
Mengjia Du and
Rui Ren and
Chen Zheng and
Daoyi Zheng and
Haoning Tang and
Kunlin Zhan and
Biao Wang and
Defei Kong and
Minghe Yu and
Chongkang Tan and
Huan Li and
Xinhui Tian and
Yatao Li and
Junchao Shao and
Zhenyu Wang and
Xiaoyu Wang and
Jiahui Dai and
Hainan Ye},
title = {AIBench Training: Balanced Industry-Standard {AI} Training Benchmarking},
booktitle = {{ISPASS}},
pages = {24--35},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/kdd/0009LNX0TWURSQH21,
author = {Yu Wang and
Jinchao Li and
Tristan Naumann and
Chenyan Xiong and
Hao Cheng and
Robert Tinn and
Cliff Wong and
Naoto Usuyama and
Richard Rogahn and
Zhihong Shen and
Yang Qin and
Eric Horvitz and
Paul N. Bennett and
Jianfeng Gao and
Hoifung Poon},
title = {Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical
Literature},
booktitle = {{KDD}},
pages = {3717--3725},
publisher = {{ACM}},
year = {2021}
}
@inproceedings{DBLP:conf/mobisec2/ShiGG21,
author = {Yuyuan Shi and
Xianming Gao and
Jianfeng Guan},
title = {Smart Contract-Based Personal Data Protection Framework: In Cross-App
Advertising},
booktitle = {MobiSec},
series = {Communications in Computer and Information Science},
volume = {1544},
pages = {139--154},
publisher = {Springer},
year = {2021}
}
@inproceedings{DBLP:conf/mobisec2/ZhangLGG21,
author = {Tianhong Zhang and
Zejun Lan and
Xianming Gao and
Jianfeng Guan},
title = {The Design and Implementation of Blockchain-Assisted User Public-Private
Key Generation Method},
booktitle = {MobiSec},
series = {Communications in Computer and Information Science},
volume = {1544},
pages = {122--138},
publisher = {Springer},
year = {2021}
}
@inproceedings{DBLP:conf/naacl/ChengLPYG21,
author = {Hao Cheng and
Xiaodong Liu and
Lis Pereira and
Yaoliang Yu and
Jianfeng Gao},
title = {Posterior Differential Regularization with f-divergence for Improving
Model Robustness},
booktitle = {{NAACL-HLT}},
pages = {1078--1089},
publisher = {Association for Computational Linguistics},
year = {2021}
}
@inproceedings{DBLP:conf/naacl/FaltingsGHBQGD21,
author = {Felix Faltings and
Michel Galley and
Gerold Hintz and
Chris Brockett and
Chris Quirk and
Jianfeng Gao and
Bill Dolan},
title = {Text Editing by Command},
booktitle = {{NAACL-HLT}},
pages = {5259--5274},
publisher = {Association for Computational Linguistics},
year = {2021}
}
@inproceedings{DBLP:conf/naacl/JiangCSSRPFSBG21,
author = {Yichen Jiang and
Asli Celikyilmaz and
Paul Smolensky and
Paul Soulos and
Sudha Rao and
Hamid Palangi and
Roland Fernandez and
Caitlin Smith and
Mohit Bansal and
Jianfeng Gao},
title = {Enriching Transformers with Structured Tensor-Product Representations
for Abstractive Summarization},
booktitle = {{NAACL-HLT}},
pages = {4780--4793},
publisher = {Association for Computational Linguistics},
year = {2021}
}
@inproceedings{DBLP:conf/naacl/PereiraLCPGK21,
author = {Lis Pereira and
Xiaodong Liu and
Hao Cheng and
Hoifung Poon and
Jianfeng Gao and
Ichiro Kobayashi},
title = {Targeted Adversarial Training for Natural Language Understanding},
booktitle = {{NAACL-HLT}},
pages = {5385--5393},
publisher = {Association for Computational Linguistics},
year = {2021}
}
@inproceedings{DBLP:conf/nips/MukherjeeLZHH0Y21,
author = {Subhabrata Mukherjee and
Xiaodong Liu and
Guoqing Zheng and
Saghar Hosseini and
Hao Cheng and
Ge Yang and
Christopher Meek and
Ahmed Hassan Awadallah and
Jianfeng Gao},
title = {Few-Shot Learning Evaluation in Natural Language Understanding},
booktitle = {NeurIPS Datasets and Benchmarks},
year = {2021}
}
@inproceedings{DBLP:conf/nips/WangXWG0GA021,
author = {Boxin Wang and
Chejian Xu and
Shuohang Wang and
Zhe Gan and
Yu Cheng and
Jianfeng Gao and
Ahmed Hassan Awadallah and
Bo Li},
title = {Adversarial {GLUE:} {A} Multi-Task Benchmark for Robustness Evaluation
of Language Models},
booktitle = {NeurIPS Datasets and Benchmarks},
year = {2021}
}
@inproceedings{DBLP:conf/nips/YangHBSLFRPCG21,
author = {Ge Yang and
Edward J. Hu and
Igor Babuschkin and
Szymon Sidor and
Xiaodong Liu and
David Farhi and
Nick Ryder and
Jakub Pachocki and
Weizhu Chen and
Jianfeng Gao},
title = {Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer},
booktitle = {NeurIPS},
pages = {17084--17097},
year = {2021}
}
@inproceedings{DBLP:conf/nips/YangLZDXYG21,
author = {Jianwei Yang and
Chunyuan Li and
Pengchuan Zhang and
Xiyang Dai and
Bin Xiao and
Lu Yuan and
Jianfeng Gao},
title = {Focal Attention for Long-Range Interactions in Vision Transformers},
booktitle = {NeurIPS},
pages = {30008--30022},
year = {2021}
}
@article{DBLP:journals/corr/abs-2101-00133,
author = {Sewon Min and
Jordan L. Boyd{-}Graber and
Chris Alberti and
Danqi Chen and
Eunsol Choi and
Michael Collins and
Kelvin Guu and
Hannaneh Hajishirzi and
Kenton Lee and
Jennimaria Palomaki and
Colin Raffel and
Adam Roberts and
Tom Kwiatkowski and
Patrick S. H. Lewis and
Yuxiang Wu and
Heinrich K{\"{u}}ttler and
Linqing Liu and
Pasquale Minervini and
Pontus Stenetorp and
Sebastian Riedel and
Sohee Yang and
Minjoon Seo and
Gautier Izacard and
Fabio Petroni and
Lucas Hosseini and
Nicola De Cao and
Edouard Grave and
Ikuya Yamada and
Sonse Shimaoka and
Masatoshi Suzuki and
Shumpei Miyawaki and
Shun Sato and
Ryo Takahashi and
Jun Suzuki and
Martin Fajcik and
Martin Docekal and
Karel Ondrej and
Pavel Smrz and
Hao Cheng and
Yelong Shen and
Xiaodong Liu and
Pengcheng He and
Weizhu Chen and
Jianfeng Gao and
Barlas Oguz and
Xilun Chen and
Vladimir Karpukhin and
Stan Peshterliev and
Dmytro Okhonko and
Michael Sejr Schlichtkrull and
Sonal Gupta and
Yashar Mehdad and
Wen{-}tau Yih},
title = {NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons
Learned},
journal = {CoRR},
volume = {abs/2101.00133},
year = {2021}
}
@article{DBLP:journals/corr/abs-2101-00178,
author = {Hao Cheng and
Yelong Shen and
Xiaodong Liu and
Pengcheng He and
Weizhu Chen and
Jianfeng Gao},
title = {UnitedQA: {A} Hybrid Approach for Open Domain Question Answering},
journal = {CoRR},
volume = {abs/2101.00178},
year = {2021}
}
@article{DBLP:journals/corr/abs-2101-00294,
author = {Yuning Mao and
Pengcheng He and
Xiaodong Liu and
Yelong Shen and
Jianfeng Gao and
Jiawei Han and
Weizhu Chen},
title = {Reader-Guided Passage Reranking for Open-Domain Question Answering},
journal = {CoRR},
volume = {abs/2101.00294},
year = {2021}
}
@article{DBLP:journals/corr/abs-2101-00529,
author = {Pengchuan Zhang and
Xiujun Li and
Xiaowei Hu and
Jianwei Yang and
Lei Zhang and
Lijuan Wang and
Yejin Choi and
Jianfeng Gao},
title = {VinVL: Making Visual Representations Matter in Vision-Language Models},
journal = {CoRR},
volume = {abs/2101.00529},
year = {2021}
}
@article{DBLP:journals/corr/abs-2102-12141,
author = {You Zhou and
Jianfeng Gao and
Tamim Asfour},
title = {Learning to Shift Attention for Motion Generation},
journal = {CoRR},
volume = {abs/2102.12141},
year = {2021}
}
@article{DBLP:journals/corr/abs-2102-12848,
author = {Zihan Jiang and
Wanling Gao and
Fei Tang and
Xingwang Xiong and
Lei Wang and
Chuanxin Lan and
Chunjie Luo and
Hongxiao Li and
Jianfeng Zhan},
title = {{HPC} {AI500:} Representative, Repeatable and Simple {HPC} {AI} Benchmarking},
journal = {CoRR},
volume = {abs/2102.12848},
year = {2021}
}
@article{DBLP:journals/corr/abs-2103-01863,
author = {Ramakanth Pasunuru and
Asli Celikyilmaz and
Michel Galley and
Chenyan Xiong and
Yizhe Zhang and
Mohit Bansal and
Jianfeng Gao},
title = {Data Augmentation for Abstractive Query-Focused Multi-Document Summarization},
journal = {CoRR},
volume = {abs/2103.01863},
year = {2021}
}
@article{DBLP:journals/corr/abs-2103-11088,
author = {Chen Liang and
Haoming Jiang and
Xiaodong Liu and
Pengcheng He and
Weizhu Chen and
Jianfeng Gao and
Tuo Zhao},
title = {Token-wise Curriculum Learning for Neural Machine Translation},
journal = {CoRR},
volume = {abs/2103.11088},
year = {2021}
}
@article{DBLP:journals/corr/abs-2103-13080,
author = {Chunjie Luo and
Jianfeng Zhan and
Tianshu Hao and
Lei Wang and
Wanling Gao},
title = {Shift-and-Balance Attention},
journal = {CoRR},
volume = {abs/2103.13080},
year = {2021}
}
@article{DBLP:journals/corr/abs-2103-15358,
author = {Pengchuan Zhang and
Xiyang Dai and
Jianwei Yang and
Bin Xiao and
Lu Yuan and
Lei Zhang and
Jianfeng Gao},
title = {Multi-Scale Vision Longformer: {A} New Vision Transformer for High-Resolution
Image Encoding},
journal = {CoRR},
volume = {abs/2103.15358},
year = {2021}
}
@article{DBLP:journals/corr/abs-2104-04886,
author = {Simiao Zuo and
Chen Liang and
Haoming Jiang and
Xiaodong Liu and
Pengcheng He and
Jianfeng Gao and
Weizhu Chen and
Tuo Zhao},
title = {Adversarial Training as Stackelberg Game: An Unrolled Optimization
Approach},
journal = {CoRR},
volume = {abs/2104.04886},
year = {2021}
}
@article{DBLP:journals/corr/abs-2104-05847,
author = {Lis Pereira and
Xiaodong Liu and
Hao Cheng and
Hoifung Poon and
Jianfeng Gao and
Ichiro Kobayashi},
title = {Targeted Adversarial Training for Natural Language Understanding},
journal = {CoRR},
volume = {abs/2104.05847},
year = {2021}
}
@article{DBLP:journals/corr/abs-2104-12369,
author = {Wei Zeng and
Xiaozhe Ren and
Teng Su and
Hui Wang and
Yi Liao and
Zhiwei Wang and
Xin Jiang and
ZhenZhang Yang and
Kaisheng Wang and
Xiaoda Zhang and
Chen Li and
Ziyan Gong and
Yifan Yao and
Xinjing Huang and
Jun Wang and
Jianfeng Yu and
Qi Guo and
Yue Yu and
Yan Zhang and
Jin Wang and
Hengtao Tao and
Dasen Yan and
Zexuan Yi and
Fang Peng and
Fangqing Jiang and
Han Zhang and
Lingfeng Deng and
Yehong Zhang and
Zhe Lin and
Chao Zhang and
Shaojie Zhang and
Mingyue Guo and
Shanzhi Gu and
Gaojun Fan and
Yaowei Wang and
Xuefeng Jin and
Qun Liu and
Yonghong Tian},
title = {PanGu-{\(\alpha\)}: Large-scale Autoregressive Pretrained Chinese
Language Models with Auto-parallel Computation},
journal = {CoRR},
volume = {abs/2104.12369},
year = {2021}
}
@article{DBLP:journals/corr/abs-2105-06597,
author = {Yizhe Zhang and
Siqi Sun and
Xiang Gao and
Yuwei Fang and
Chris Brockett and
Michel Galley and
Jianfeng Gao and
Bill Dolan},
title = {Joint Retrieval and Generation Training for Grounded Text Generation},
journal = {CoRR},
volume = {abs/2105.06597},
year = {2021}
}
@article{DBLP:journals/corr/abs-2105-08961,
author = {Jacob L. Russin and
Roland Fernandez and
Hamid Palangi and
Eric Rosen and
Nebojsa Jojic and
Paul Smolensky and
Jianfeng Gao},
title = {Compositional Processing Emerges in Neural Networks Solving Math Problems},
journal = {CoRR},
volume = {abs/2105.08961},
year = {2021}
}
@article{DBLP:journals/corr/abs-2106-01317,
author = {Yichen Jiang and
Asli Celikyilmaz and
Paul Smolensky and
Paul Soulos and
Sudha Rao and
Hamid Palangi and
Roland Fernandez and
Caitlin Smith and
Mohit Bansal and
Jianfeng Gao},
title = {Enriching Transformers with Structured Tensor-Product Representations
for Abstractive Summarization},
journal = {CoRR},
volume = {abs/2106.01317},
year = {2021}
}
@article{DBLP:journals/corr/abs-2106-04563,
author = {Subhabrata Mukherjee and
Ahmed Hassan Awadallah and
Jianfeng Gao},
title = {XtremeDistilTransformers: Task Transfer for Task-agnostic Distillation},
journal = {CoRR},
volume = {abs/2106.04563},
year = {2021}
}
@article{DBLP:journals/corr/abs-2106-09785,
author = {Chunyuan Li and
Jianwei Yang and
Pengchuan Zhang and
Mei Gao and
Bin Xiao and
Xiyang Dai and
Lu Yuan and
Jianfeng Gao},
title = {Efficient Self-supervised Vision Transformers for Representation Learning},
journal = {CoRR},
volume = {abs/2106.09785},
year = {2021}
}
@article{DBLP:journals/corr/abs-2106-13375,
author = {Yu Wang and
Jinchao Li and
Tristan Naumann and
Chenyan Xiong and
Hao Cheng and
Robert Tinn and
Cliff Wong and
Naoto Usuyama and
Richard Rogahn and
Zhihong Shen and
Yang Qin and
Eric Horvitz and
Paul N. Bennett and
Jianfeng Gao and
Hoifung Poon},
title = {Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical
Literature},
journal = {CoRR},
volume = {abs/2106.13375},
year = {2021}
}
@article{DBLP:journals/corr/abs-2107-00641,
author = {Jianwei Yang and
Chunyuan Li and
Pengchuan Zhang and
Xiyang Dai and
Bin Xiao and
Lu Yuan and
Jianfeng Gao},
title = {Focal Self-attention for Local-Global Interactions in Vision Transformers},
journal = {CoRR},
volume = {abs/2107.00641},
year = {2021}
}
@article{DBLP:journals/corr/abs-2107-12604,
author = {Xiaotian Han and
Jianwei Yang and
Houdong Hu and
Lei Zhang and
Jianfeng Gao and
Pengchuan Zhang},
title = {Image Scene Graph Generation {(SGG)} Benchmark},
journal = {CoRR},
volume = {abs/2107.12604},
year = {2021}
}
@article{DBLP:journals/corr/abs-2107-14691,
author = {Shiyue Zhang and
Asli Celikyilmaz and
Jianfeng Gao and
Mohit Bansal},
title = {EmailSum: Abstractive Email Thread Summarization},
journal = {CoRR},
volume = {abs/2107.14691},
year = {2021}
}
@article{DBLP:journals/corr/abs-2108-09980,
author = {Jianwei Yang and
Yonatan Bisk and
Jianfeng Gao},
title = {TACo: Token-aware Cascade Contrastive Learning for Video-Text Alignment},
journal = {CoRR},
volume = {abs/2108.09980},
year = {2021}
}
@article{DBLP:journals/corr/abs-2109-00590,
author = {Yingshan Chang and
Mridu Narang and
Hisami Suzuki and
Guihong Cao and
Jianfeng Gao and
Yonatan Bisk},
title = {WebQA: Multihop and Multimodal {QA}},
journal = {CoRR},
volume = {abs/2109.00590},
year = {2021}
}
@article{DBLP:journals/corr/abs-2109-07048,
author = {Simiao Zuo and
Chen Liang and
Haoming Jiang and
Pengcheng He and
Xiaodong Liu and
Jianfeng Gao and
Weizhu Chen and
Tuo Zhao},
title = {{ARCH:} Efficient Adversarial Regularized Training with Caching},
journal = {CoRR},
volume = {abs/2109.07048},
year = {2021}
}
@article{DBLP:journals/corr/abs-2110-04260,
author = {Simiao Zuo and
Xiaodong Liu and
Jian Jiao and
Young Jin Kim and
Hany Hassan and
Ruofei Zhang and
Tuo Zhao and
Jianfeng Gao},
title = {Taming Sparsely Activated Transformer with Stochastic Experts},
journal = {CoRR},
volume = {abs/2110.04260},
year = {2021}
}
@article{DBLP:journals/corr/abs-2110-06274,
author = {Yaqing Wang and
Subhabrata Mukherjee and
Xiaodong Liu and
Jing Gao and
Ahmed Hassan Awadallah and
Jianfeng Gao},
title = {LiST: Lite Self-training Makes Efficient Few-shot Learners},
journal = {CoRR},
volume = {abs/2110.06274},
year = {2021}
}
@article{DBLP:journals/corr/abs-2110-08417,
author = {Kaixin Ma and
Hao Cheng and
Xiaodong Liu and
Eric Nyberg and
Jianfeng Gao},
title = {Open Domain Question Answering over Virtual Documents: {A} Unified
Approach for Data and Text},
journal = {CoRR},
volume = {abs/2110.08417},
year = {2021}
}
@article{DBLP:journals/corr/abs-2110-11514,
author = {Baolin Peng and
Chunyuan Li and
Zhu Zhang and
Jinchao Li and
Chenguang Zhu and
Jianfeng Gao},
title = {{SYNERGY:} Building Task Bots at Scale Using Symbolic Knowledge and
Machine Teaching},
journal = {CoRR},
volume = {abs/2110.11514},
year = {2021}
}
@article{DBLP:journals/corr/abs-2111-02570,
author = {Subhabrata Mukherjee and
Xiaodong Liu and
Guoqing Zheng and
Saghar Hosseini and
Hao Cheng and
Greg Yang and
Christopher Meek and
Ahmed Hassan Awadallah and
Jianfeng Gao},
title = {{CLUES:} Few-Shot Learning Evaluation in Natural Language Understanding},
journal = {CoRR},
volume = {abs/2111.02570},
year = {2021}
}
@article{DBLP:journals/corr/abs-2111-02840,
author = {Boxin Wang and
Chejian Xu and
Shuohang Wang and
Zhe Gan and
Yu Cheng and
Jianfeng Gao and
Ahmed Hassan Awadallah and
Bo Li},
title = {Adversarial {GLUE:} {A} Multi-Task Benchmark for Robustness Evaluation
of Language Models},
journal = {CoRR},
volume = {abs/2111.02840},
year = {2021}
}
@article{DBLP:journals/corr/abs-2111-09509,
author = {R. Thomas McCoy and
Paul Smolensky and
Tal Linzen and
Jianfeng Gao and
Asli Celikyilmaz},
title = {How much do language models copy from their training data? Evaluating
linguistic novelty in text generation using {RAVEN}},
journal = {CoRR},
volume = {abs/2111.09509},
year = {2021}
}
@article{DBLP:journals/corr/abs-2111-09543,
author = {Pengcheng He and
Jianfeng Gao and
Weizhu Chen},
title = {DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with
Gradient-Disentangled Embedding Sharing},
journal = {CoRR},
volume = {abs/2111.09543},
year = {2021}
}
@article{DBLP:journals/corr/abs-2111-11432,
author = {Lu Yuan and
Dongdong Chen and
Yi{-}Ling Chen and
Noel Codella and
Xiyang Dai and
Jianfeng Gao and
Houdong Hu and
Xuedong Huang and
Boxin Li and
Chunyuan Li and
Ce Liu and
Mengchen Liu and
Zicheng Liu and
Yumao Lu and
Yu Shi and
Lijuan Wang and
Jianfeng Wang and
Bin Xiao and
Zhen Xiao and
Jianwei Yang and
Michael Zeng and
Luowei Zhou and
Pengchuan Zhang},
title = {Florence: {A} New Foundation Model for Computer Vision},
journal = {CoRR},
volume = {abs/2111.11432},
year = {2021}
}
@article{DBLP:journals/corr/abs-2112-03254,
author = {Yichong Xu and
Chenguang Zhu and
Shuohang Wang and
Siqi Sun and
Hao Cheng and
Xiaodong Liu and
Jianfeng Gao and
Pengcheng He and
Michael Zeng and
Xuedong Huang},
title = {Human Parity on CommonsenseQA: Augmenting Self-Attention with External
Attention},
journal = {CoRR},
volume = {abs/2112.03254},
year = {2021}
}
@article{DBLP:journals/corr/abs-2112-03857,
author = {Liunian Harold Li and
Pengchuan Zhang and
Haotian Zhang and
Jianwei Yang and
Chunyuan Li and
Yiwu Zhong and
Lijuan Wang and
Lu Yuan and
Lei Zhang and
Jenq{-}Neng Hwang and
Kai{-}Wei Chang and
Jianfeng Gao},
title = {Grounded Language-Image Pre-training},
journal = {CoRR},
volume = {abs/2112.03857},
year = {2021}
}
@article{DBLP:journals/corr/abs-2112-06346,
author = {Liang Qiu and
Yizhou Zhao and
Jinchao Li and
Pan Lu and
Baolin Peng and
Jianfeng Gao and
Song{-}Chun Zhu},
title = {ValueNet: {A} New Dataset for Human Value Driven Dialogue System},
journal = {CoRR},
volume = {abs/2112.06346},
year = {2021}
}
@article{DBLP:journals/corr/abs-2112-07869,
author = {Robert Tinn and
Hao Cheng and
Yu Gu and
Naoto Usuyama and
Xiaodong Liu and
Tristan Naumann and
Jianfeng Gao and
Hoifung Poon},
title = {Fine-Tuning Large Neural Language Models for Biomedical Natural Language
Processing},
journal = {CoRR},
volume = {abs/2112.07869},
year = {2021}
}
@article{DBLP:journals/corr/abs-2112-07887,
author = {Sheng Zhang and
Hao Cheng and
Shikhar Vashishth and
Cliff Wong and
Jinfeng Xiao and
Xiaodong Liu and
Tristan Naumann and
Jianfeng Gao and
Hoifung Poon},
title = {Knowledge-Rich Self-Supervised Entity Linking},
journal = {CoRR},
volume = {abs/2112.07887},
year = {2021}
}
@article{DBLP:journals/corr/abs-2112-07924,
author = {Yu Li and
Baolin Peng and
Yelong Shen and
Yi Mao and
Lars Liden and
Zhou Yu and
Jianfeng Gao},
title = {Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation},
journal = {CoRR},
volume = {abs/2112.07924},
year = {2021}
}
@article{DBLP:journals/corr/abs-2112-08614,
author = {Liangke Gui and
Borui Wang and
Qiuyuan Huang and
Alex Hauptmann and
Yonatan Bisk and
Jianfeng Gao},
title = {{KAT:} {A} Knowledge Augmented Transformer for Vision-and-Language},
journal = {CoRR},
volume = {abs/2112.08614},
year = {2021}
}
@article{DBLP:journals/corr/abs-2112-09106,
author = {Yiwu Zhong and
Jianwei Yang and
Pengchuan Zhang and
Chunyuan Li and
Noel Codella and
Liunian Harold Li and
Luowei Zhou and
Xiyang Dai and
Lu Yuan and
Yin Li and
Jianfeng Gao},
title = {RegionCLIP: Region-based Language-Image Pretraining},
journal = {CoRR},
volume = {abs/2112.09106},
year = {2021}
}
@article{DBLP:journals/access/GaoSLXN20,
author = {Liugang Gao and
Jianfeng Sui and
Tao Lin and
Kai Xie and
Xinye Ni},
title = {Metal Artifact Reduction Method Based on Noncoplanar Scanning in {CBCT}
Imaging},
journal = {{IEEE} Access},
volume = {8},
pages = {7236--7243},
year = {2020}
}
@article{DBLP:journals/coling/ZhouGLS20,
author = {Li Zhou and
Jianfeng Gao and
Di Li and
Heung{-}Yeung Shum},
title = {The Design and Implementation of XiaoIce, an Empathetic Social Chatbot},
journal = {Comput. Linguistics},
volume = {46},
number = {1},
pages = {53--93},
year = {2020}
}
@article{DBLP:journals/icl/LiMZZ20,
author = {Jianfeng Li and
Penghui Ma and
Xiaofei Zhang and
Gaofeng Zhao},
title = {Improved {DFT} Algorithm for 2D {DOA} Estimation Based on 1D Nested
Array Motion},
journal = {{IEEE} Commun. Lett.},
volume = {24},
number = {9},
pages = {1953--1956},
year = {2020}
}
@article{DBLP:journals/iet-spr/MaLZZ20,
author = {Penghui Ma and
Jianfeng Li and
Xiaofei Zhang and
Gaofeng Zhao},
title = {Improved unfolded coprime array subject to motion for {DOA} estimation:
augmented consecutive synthetic difference co-array},
journal = {{IET} Signal Process.},
volume = {14},
number = {10},
pages = {823--836},
year = {2020}
}
@article{DBLP:journals/ijprai/WangLYGBL20,
author = {Shuhang Wang and
Jianfeng Li and
Pengshuai Yang and
Tianxiao Gao and
Alex R. Bowers and
Gang Luo},
title = {Towards Wide Range Tracking of Head Scanning Movement in Driving},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {34},
number = {13},
pages = {2050033:1--2050033:15},
year = {2020}
}
@article{DBLP:journals/ram/ZhouGA20,
author = {You Zhou and
Jianfeng Gao and
Tamim Asfour},
title = {Movement Primitive Learning and Generalization: Using Mixture Density
Networks},
journal = {{IEEE} Robotics Autom. Mag.},
volume = {27},
number = {2},
pages = {22--32},
year = {2020}
}
@article{DBLP:journals/tcas/TanWYLWZWGL20,
author = {Fei Tan and
Yiming Wang and
Yiming Yang and
Liran Li and
Tian Wang and
Feng Zhang and
Xinghua Wang and
Jianfeng Gao and
Yongpan Liu},
title = {A ReRAM-Based Computing-in-Memory Convolutional-Macro With Customized
2T2R Bit-Cell for AIoT Chip {IP} Applications},
journal = {{IEEE} Trans. Circuits Syst. {II} Express Briefs},
volume = {67-II},
number = {9},
pages = {1534--1538},
year = {2020}
}
@article{DBLP:journals/tois/HuangZG20,
author = {Minlie Huang and
Xiaoyan Zhu and
Jianfeng Gao},
title = {Challenges in Building Intelligent Open-domain Dialog Systems},
journal = {{ACM} Trans. Inf. Syst.},
volume = {38},
number = {3},
pages = {21:1--21:32},
year = {2020}
}
@article{DBLP:journals/tvt/GaoPZMM20,
author = {Sheng Gao and
Guirong Piao and
Jianming Zhu and
Xindi Ma and
Jianfeng Ma},
title = {TrustAccess: {A} Trustworthy Secure Ciphertext-Policy and Attribute
Hiding Access Control Scheme Based on Blockchain},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {69},
number = {6},
pages = {5784--5798},
year = {2020}
}
@article{DBLP:journals/twc/DongYWGSM20,
author = {Xuewen Dong and
Zhichao You and
Liangmin Wang and
Sheng Gao and
Yulong Shen and
Jianfeng Ma},
title = {A Truthful Online Incentive Mechanism for Nondeterministic Spectrum
Allocation},
journal = {{IEEE} Trans. Wirel. Commun.},
volume = {19},
number = {7},
pages = {4632--4642},
year = {2020}
}
@inproceedings{DBLP:conf/IEEEicci/BaiLPLG0W20,
author = {Junjie Bai and
Jiajie Li and
Jun Peng and
Kan Luo and
Shuai Gao and
Jianfeng Cai and
Yingxu Wang},
title = {A Cognitive Model of the Tactile Vibration Sense and Experiments on
a Touch Simulation System},
booktitle = {{IEEE} ICCI*CC},
pages = {39--44},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/aaai/BiskZLGC20,
author = {Yonatan Bisk and
Rowan Zellers and
Ronan Le Bras and
Jianfeng Gao and
Yejin Choi},
title = {{PIQA:} Reasoning about Physical Commonsense in Natural Language},
booktitle = {{AAAI}},
pages = {7432--7439},
publisher = {{AAAI} Press},
year = {2020}
}
@inproceedings{DBLP:conf/aaai/HuCGLGN20,
author = {Junjie Hu and
Yu Cheng and
Zhe Gan and
Jingjing Liu and
Jianfeng Gao and
Graham Neubig},
title = {What Makes {A} Good Story? Designing Composite Rewards for Visual
Storytelling},
booktitle = {{AAAI}},
pages = {7969--7976},
publisher = {{AAAI} Press},
year = {2020}
}
@inproceedings{DBLP:conf/aaai/LiLZLZCG20,
author = {Yuan Li and
Chunyuan Li and
Yizhe Zhang and
Xiujun Li and
Guoqing Zheng and
Lawrence Carin and
Jianfeng Gao},
title = {Complementary Auxiliary Classifiers for Label-Conditional Text Generation},
booktitle = {{AAAI}},
pages = {8303--8310},
publisher = {{AAAI} Press},
year = {2020}
}
@inproceedings{DBLP:conf/aaai/ZhouPZHCG20,
author = {Luowei Zhou and
Hamid Palangi and
Lei Zhang and
Houdong Hu and
Jason J. Corso and
Jianfeng Gao},
title = {Unified Vision-Language Pre-Training for Image Captioning and {VQA}},
booktitle = {{AAAI}},
pages = {13041--13049},
publisher = {{AAAI} Press},
year = {2020}
}
@inproceedings{DBLP:conf/accv/WeiGLLCZGZ20,
author = {Yi Wei and
Zhe Gan and
Wenbo Li and
Siwei Lyu and
Ming{-}Ching Chang and
Lei Zhang and
Jianfeng Gao and
Pengchuan Zhang},
title = {MagGAN: High-Resolution Face Attribute Editing with Mask-Guided Generative
Adversarial Network},
booktitle = {{ACCV} {(4)}},
series = {Lecture Notes in Computer Science},
volume = {12625},
pages = {661--678},
publisher = {Springer},
year = {2020}
}
@inproceedings{DBLP:conf/acl/JiangHCLGZ20,
author = {Haoming Jiang and
Pengcheng He and
Weizhu Chen and
Xiaodong Liu and
Jianfeng Gao and
Tuo Zhao},
title = {{SMART:} Robust and Efficient Fine-Tuning for Pre-trained Natural
Language Models through Principled Regularized Optimization},
booktitle = {{ACL}},
pages = {2177--2190},
publisher = {Association for Computational Linguistics},
year = {2020}
}
@inproceedings{DBLP:conf/acl/LiuWJCZAHCPCG20,
author = {Xiaodong Liu and
Yu Wang and
Jianshu Ji and
Hao Cheng and
Xueyun Zhu and
Emmanuel Awa and
Pengcheng He and
Weizhu Chen and
Hoifung Poon and
Guihong Cao and
Jianfeng Gao},
title = {The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural
Language Understanding},
booktitle = {{ACL} (demo)},
pages = {118--126},
publisher = {Association for Computational Linguistics},
year = {2020}
}
@inproceedings{DBLP:conf/acl/ShuklaLSKLMPPG20,
author = {Swadheen Shukla and
Lars Liden and
Shahin Shayandeh and
Eslam Kamal and
Jinchao Li and
Matt Mazzola and
Thomas Park and
Baolin Peng and
Jianfeng Gao},
title = {Conversation Learner - {A} Machine Teaching Tool for Building Dialog
Managers for Task-Oriented Dialog Systems},
booktitle = {{ACL} (demo)},
pages = {343--349},
publisher = {Association for Computational Linguistics},
year = {2020}
}
@inproceedings{DBLP:conf/acl/WuQCWQLLXGWZ20,
author = {Fangzhao Wu and
Ying Qiao and
Jiun{-}Hung Chen and
Chuhan Wu and
Tao Qi and
Jianxun Lian and
Danyang Liu and
Xing Xie and
Jianfeng Gao and
Winnie Wu and
Ming Zhou},
title = {{MIND:} {A} Large-scale Dataset for News Recommendation},
booktitle = {{ACL}},
pages = {3597--3606},
publisher = {Association for Computational Linguistics},
year = {2020}
}
@inproceedings{DBLP:conf/acl/ZhangSGCBGGLD20,
author = {Yizhe Zhang and
Siqi Sun and
Michel Galley and
Yen{-}Chun Chen and
Chris Brockett and
Xiang Gao and
Jianfeng Gao and
Jingjing Liu and
Bill Dolan},
title = {{DIALOGPT} : Large-Scale Generative Pre-training for Conversational
Response Generation},
booktitle = {{ACL} (demo)},
pages = {270--278},
publisher = {Association for Computational Linguistics},
year = {2020}
}
@inproceedings{DBLP:conf/acl/ZhuZFLTLPGZH20,
author = {Qi Zhu and
Zheng Zhang and
Yan Fang and
Xiang Li and
Ryuichi Takanobu and
Jinchao Li and
Baolin Peng and
Jianfeng Gao and
Xiaoyan Zhu and
Minlie Huang},
title = {ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing
Dialogue Systems},
booktitle = {{ACL} (demo)},
pages = {142--149},
publisher = {Association for Computational Linguistics},
year = {2020}
}
@inproceedings{DBLP:conf/ahfe/WangLGZ20,
author = {Rui Wang and
Wei Li and
Jianfeng Gao and
Chaoyi Zhao},
title = {Research on Clothing Warmth Preservation Based on Thermal Manikin},
booktitle = {{AHFE} {(18)}},
series = {Advances in Intelligent Systems and Computing},
volume = {1218},
pages = {325--332},
publisher = {Springer},
year = {2020}
}
@inproceedings{DBLP:conf/ahfe/WangLZG20,
author = {Rui Wang and
Wei Li and
Chaoyi Zhao and
Jianfeng Gao},
title = {Study on Thermal Comfort of Vehicle Interior Environment Based on
Thermal Manikin},
booktitle = {{AHFE} {(18)}},
series = {Advances in Intelligent Systems and Computing},
volume = {1218},
pages = {317--324},
publisher = {Springer},
year = {2020}
}
@inproceedings{DBLP:conf/ahfe/WangLZG20a,
author = {Rui Wang and
Wei Li and
Chaoyi Zhao and
Jianfeng Gao},
title = {Ergonomic Test of Human Skin Contacting with Hot Surface},
booktitle = {{AHFE} {(18)}},
series = {Advances in Intelligent Systems and Computing},
volume = {1218},
pages = {333--338},
publisher = {Springer},
year = {2020}
}
@inproceedings{DBLP:conf/cvpr/HaoLLCG20,
author = {Weituo Hao and
Chunyuan Li and
Xiujun Li and
Lawrence Carin and
Jianfeng Gao},
title = {Towards Learning a Generic Agent for Vision-and-Language Navigation
via Pre-Training},
booktitle = {{CVPR}},
pages = {13134--13143},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/eccv/Li0LZHZWH0WCG20,
author = {Xiujun Li and
Xi Yin and
Chunyuan Li and
Pengchuan Zhang and
Xiaowei Hu and
Lei Zhang and
Lijuan Wang and
Houdong Hu and
Li Dong and
Furu Wei and
Yejin Choi and
Jianfeng Gao},
title = {Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks},
booktitle = {{ECCV} {(30)}},
series = {Lecture Notes in Computer Science},
volume = {12375},
pages = {121--137},
publisher = {Springer},
year = {2020}
}
@inproceedings{DBLP:conf/emnlp/0001LPLKRSG20,
author = {Ziming Li and
Sungjin Lee and
Baolin Peng and
Jinchao Li and
Julia Kiseleva and
Maarten de Rijke and
Shahin Shayandeh and
Jianfeng Gao},
title = {Guided Dialogue Policy Learning without Adversarial Learning in the
Loop},
booktitle = {{EMNLP} (Findings)},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {2308--2317},
publisher = {Association for Computational Linguistics},
year = {2020}
}
@inproceedings{DBLP:conf/emnlp/LiGLPLZG20,
author = {Chunyuan Li and
Xiang Gao and
Yuan Li and
Baolin Peng and
Xiujun Li and
Yizhe Zhang and
Jianfeng Gao},
title = {Optimus: Organizing Sentences via Pre-trained Modeling of a Latent
Space},
booktitle = {{EMNLP} {(1)}},
pages = {4678--4699},
publisher = {Association for Computational Linguistics},
year = {2020}
}
@inproceedings{DBLP:conf/emnlp/LiuLGCH20,
author = {Liyuan Liu and
Xiaodong Liu and
Jianfeng Gao and
Weizhu Chen and
Jiawei Han},
title = {Understanding the Difficulty of Training Transformers},
booktitle = {{EMNLP} {(1)}},
pages = {5747--5763},
publisher = {Association for Computational Linguistics},
year = {2020}
}
@inproceedings{DBLP:conf/emnlp/PengZLLLZG20,
author = {Baolin Peng and
Chenguang Zhu and
Chunyuan Li and
Xiujun Li and
Jinchao Li and
Michael Zeng and
Jianfeng Gao},
title = {Few-shot Natural Language Generation for Task-Oriented Dialog},
booktitle = {{EMNLP} (Findings)},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {172--182},
publisher = {Association for Computational Linguistics},
year = {2020}
}
@inproceedings{DBLP:conf/emnlp/RashkinCCG20,
author = {Hannah Rashkin and
Asli Celikyilmaz and
Yejin Choi and
Jianfeng Gao},
title = {PlotMachines: Outline-Conditioned Generation with Dynamic Plot State
Tracking},
booktitle = {{EMNLP} {(1)}},
pages = {4274--4295},
publisher = {Association for Computational Linguistics},
year = {2020}
}
@inproceedings{DBLP:conf/emnlp/RomanBTCG20,
author = {Homero Roman Roman and
Yonatan Bisk and
Jesse Thomason and
Asli Celikyilmaz and
Jianfeng Gao},
title = {{RMM:} {A} Recursive Mental Model for Dialog Navigation},
booktitle = {{EMNLP} (Findings)},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {1732--1745},
publisher = {Association for Computational Linguistics},
year = {2020}
}
@inproceedings{DBLP:conf/iclr/LiuJHCLG020,
author = {Liyuan Liu and
Haoming Jiang and
Pengcheng He and
Weizhu Chen and
Xiaodong Liu and
Jianfeng Gao and
Jiawei Han},
title = {On the Variance of the Adaptive Learning Rate and Beyond},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2020}
}
@inproceedings{DBLP:conf/iclr/LobelLGC20,
author = {Sam Lobel and
Chunyuan Li and
Jianfeng Gao and
Lawrence Carin},
title = {RaCT: Toward Amortized Ranking-Critical Training For Collaborative
Filtering},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2020}
}
@inproceedings{DBLP:conf/icml/Bao0WW0L0GP0H20,
author = {Hangbo Bao and
Li Dong and
Furu Wei and
Wenhui Wang and
Nan Yang and
Xiaodong Liu and
Yu Wang and
Jianfeng Gao and
Songhao Piao and
Ming Zhou and
Hsiao{-}Wuen Hon},
title = {UniLMv2: Pseudo-Masked Language Models for Unified Language Model
Pre-Training},
booktitle = {{ICML}},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {642--652},
publisher = {{PMLR}},
year = {2020}
}
@inproceedings{DBLP:conf/icml/ChenHPSFG20,
author = {Kezhen Chen and
Qiuyuan Huang and
Hamid Palangi and
Paul Smolensky and
Kenneth D. Forbus and
Jianfeng Gao},
title = {Mapping natural-language problems to formal-language solutions using
structured neural representations},
booktitle = {{ICML}},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1566--1575},
publisher = {{PMLR}},
year = {2020}
}
@inproceedings{DBLP:conf/icml/ZhaoLYGC20,
author = {Yang Zhao and
Chunyuan Li and
Ping Yu and
Jianfeng Gao and
Changyou Chen},
title = {Feature Quantization Improves {GAN} Training},
booktitle = {{ICML}},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {11376--11386},
publisher = {{PMLR}},
year = {2020}
}
@inproceedings{DBLP:conf/infocom/ZhangTWGM20,
author = {Duo Zhang and
Youliang Tian and
Linjie Wang and
Sheng Gao and
Jianfeng Ma},
title = {Cooperative Game Model of Delegation Computing: Verifier Separated
from Calculators},
booktitle = {{INFOCOM} Workshops},
pages = {62--67},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/mm/ChengGL0G20,
author = {Yu Cheng and
Zhe Gan and
Yitong Li and
Jingjing Liu and
Jianfeng Gao},
title = {Sequential Attention {GAN} for Interactive Image Editing},
booktitle = {{ACM} Multimedia},
pages = {4383--4391},
publisher = {{ACM}},
year = {2020}
}
@inproceedings{DBLP:conf/nana/MaZ00GX20,
author = {Xindi Ma and
Junying Zhang and
Jianfeng Ma and
Qi Jiang and
Sheng Gao and
Kang Xie},
title = {Do Not Perturb Me: {A} Secure Byzantine-Robust Mechanism for Machine
Learning in IoT},
booktitle = {NaNA},
pages = {348--354},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/nips/MinBACC0GHLPRRK20,
author = {Sewon Min and
Jordan L. Boyd{-}Graber and
Chris Alberti and
Danqi Chen and
Eunsol Choi and
Michael Collins and
Kelvin Guu and
Hannaneh Hajishirzi and
Kenton Lee and
Jennimaria Palomaki and
Colin Raffel and
Adam Roberts and
Tom Kwiatkowski and
Patrick S. H. Lewis and
Yuxiang Wu and
Heinrich K{\"{u}}ttler and
Linqing Liu and
Pasquale Minervini and
Pontus Stenetorp and
Sebastian Riedel and
Sohee Yang and
Minjoon Seo and
Gautier Izacard and
Fabio Petroni and
Lucas Hosseini and
Nicola De Cao and
Edouard Grave and
Ikuya Yamada and
Sonse Shimaoka and
Masatoshi Suzuki and
Shumpei Miyawaki and
Shun Sato and
Ryo Takahashi and
Jun Suzuki and
Martin Fajcik and
Martin Docekal and
Karel Ondrej and
Pavel Smrz and
Hao Cheng and
Yelong Shen and
Xiaodong Liu and
Pengcheng He and
Weizhu Chen and
Jianfeng Gao and
Barlas Oguz and
Xilun Chen and
Vladimir Karpukhin and
Stan Peshterliev and
Dmytro Okhonko and
Michael Sejr Schlichtkrull and
Sonal Gupta and
Yashar Mehdad and
Wen{-}tau Yih},
title = {NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons
Learned},
booktitle = {NeurIPS (Competition and Demos)},
series = {Proceedings of Machine Learning Research},
volume = {133},
pages = {86--111},
publisher = {{PMLR}},
year = {2020}
}
@inproceedings{DBLP:conf/sigdial/TakanobuZLPGH20,
author = {Ryuichi Takanobu and
Qi Zhu and
Jinchao Li and
Baolin Peng and
Jianfeng Gao and
Minlie Huang},
title = {Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical
Analysis of System-wise Evaluation},
booktitle = {SIGdial},
pages = {297--310},
publisher = {Association for Computational Linguistics},
year = {2020}
}
@inproceedings{DBLP:conf/sigir/GaoXB20,
author = {Jianfeng Gao and
Chenyan Xiong and
Paul Bennett},
title = {Recent Advances in Conversational Information Retrieval},
booktitle = {{SIGIR}},
pages = {2421--2424},
publisher = {{ACM}},
year = {2020}
}
@inproceedings{DBLP:conf/sigir/YuLYXBG020,
author = {Shi Yu and
Jiahua Liu and
Jingqin Yang and
Chenyan Xiong and
Paul N. Bennett and
Jianfeng Gao and
Zhiyuan Liu},
title = {Few-Shot Generative Conversational Query Rewriting},
booktitle = {{SIGIR}},
pages = {1933--1936},
publisher = {{ACM}},
year = {2020}
}
@inproceedings{DBLP:conf/spiot/ZhangG20,
author = {Jianfeng Zhang and
Xuxiu Gao},
title = {{MOOC} System in the Era of Big Data Improves the Effectiveness of
College Physical Education},
booktitle = {SPIoT {(2)}},
series = {Advances in Intelligent Systems and Computing},
volume = {1283},
pages = {695--699},
publisher = {Springer},
year = {2020}
}
@proceedings{DBLP:conf/bench/2019,
editor = {Wanling Gao and
Jianfeng Zhan and
Geoffrey C. Fox and
Xiaoyi Lu and
Dan Stanzione},
title = {Benchmarking, Measuring, and Optimizing - Second BenchCouncil International
Symposium, Bench 2019, Denver, CO, USA, November 14-16, 2019, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12093},
publisher = {Springer},
year = {2020}
}
@article{DBLP:journals/corr/abs-2002-03493,
author = {Tianshu Hao and
Jianfeng Zhan and
Kai Hwang and
Wanling Gao and
Xu Wen},
title = {AI-oriented Medical Workload Allocation for Hierarchical Cloud/Edge/Device
Computing},
journal = {CoRR},
volume = {abs/2002.03493},
year = {2020}
}
@article{DBLP:journals/corr/abs-2002-04793,
author = {Qi Zhu and
Zheng Zhang and
Yan Fang and
Xiang Li and
Ryuichi Takanobu and
Jinchao Li and
Baolin Peng and
Jianfeng Gao and
Xiaoyan Zhu and
Minlie Huang},
title = {ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing
Dialogue Systems},
journal = {CoRR},
volume = {abs/2002.04793},
year = {2020}
}
@article{DBLP:journals/corr/abs-2002-07162,
author = {Wanling Gao and
Fei Tang and
Jianfeng Zhan and
Chuanxin Lan and
Chunjie Luo and
Lei Wang and
Jiahui Dai and
Zheng Cao and
Xiongwang Xiong and
Zihan Jiang and
Tianshu Hao and
Fanda Fan and
Xu Wen and
Fan Zhang and
Yunyou Huang and
Jianan Chen and
Mengjia Du and
Rui Ren and
Chen Zheng and
Daoyi Zheng and
Haoning Tang and
Kunlin Zhan and
Biao Wang and
Defei Kong and
Minghe Yu and
Chongkang Tan and
Huan Li and
Xinhui Tian and
Yatao Li and
Gang Lu and
Junchao Shao and
Zhenyu Wang and
Xiaoyu Wang and
Hainan Ye},
title = {AIBench: An Agile Domain-specific Benchmarking Methodology and an
{AI} Benchmark Suite},
journal = {CoRR},
volume = {abs/2002.07162},
year = {2020}
}
@article{DBLP:journals/corr/abs-2002-07972,
author = {Xiaodong Liu and
Yu Wang and
Jianshu Ji and
Hao Cheng and
Xueyun Zhu and
Emmanuel Awa and
Pengcheng He and
Weizhu Chen and
Hoifung Poon and
Guihong Cao and
Jianfeng Gao},
title = {The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural
Language Understanding},
journal = {CoRR},
volume = {abs/2002.07972},
year = {2020}
}
@article{DBLP:journals/corr/abs-2002-10638,
author = {Weituo Hao and
Chunyuan Li and
Xiujun Li and
Lawrence Carin and
Jianfeng Gao},
title = {Towards Learning a Generic Agent for Vision-and-Language Navigation
via Pre-training},
journal = {CoRR},
volume = {abs/2002.10638},
year = {2020}
}
@article{DBLP:journals/corr/abs-2002-12328,
author = {Baolin Peng and
Chenguang Zhu and
Chunyuan Li and
Xiujun Li and
Jinchao Li and
Michael Zeng and
Jianfeng Gao},
title = {Few-shot Natural Language Generation for Task-Oriented Dialog},
journal = {CoRR},
volume = {abs/2002.12328},
year = {2020}
}
@article{DBLP:journals/corr/abs-2002-12804,
author = {Hangbo Bao and
Li Dong and
Furu Wei and
Wenhui Wang and
Nan Yang and
Xiaodong Liu and
Yu Wang and
Songhao Piao and
Jianfeng Gao and
Ming Zhou and
Hsiao{-}Wuen Hon},
title = {UniLMv2: Pseudo-Masked Language Models for Unified Language Model
Pre-Training},
journal = {CoRR},
volume = {abs/2002.12804},
year = {2020}
}
@article{DBLP:journals/corr/abs-2003-00857,
author = {Qiaolin Xia and
Xiujun Li and
Chunyuan Li and
Yonatan Bisk and
Zhifang Sui and
Jianfeng Gao and
Yejin Choi and
Noah A. Smith},
title = {Multi-View Learning for Vision-and-Language Navigation},
journal = {CoRR},
volume = {abs/2003.00857},
year = {2020}
}
@article{DBLP:journals/corr/abs-2003-05569,
author = {Chunjie Luo and
Jianfeng Zhan and
Lei Wang and
Wanling Gao},
title = {Extended Batch Normalization},
journal = {CoRR},
volume = {abs/2003.05569},
year = {2020}
}
@article{DBLP:journals/corr/abs-2004-02088,
author = {Yang Zhao and
Chunyuan Li and
Ping Yu and
Jianfeng Gao and
Changyou Chen},
title = {Feature Quantization Improves {GAN} Training},
journal = {CoRR},
volume = {abs/2004.02088},
year = {2020}
}
@article{DBLP:journals/corr/abs-2004-03267,
author = {Ziming Li and
Sungjin Lee and
Baolin Peng and
Jinchao Li and
Shahin Shayandeh and
Jianfeng Gao},
title = {Guided Dialog Policy Learning without Adversarial Learning in the
Loop},
journal = {CoRR},
volume = {abs/2004.03267},
year = {2020}
}
@article{DBLP:journals/corr/abs-2004-03705,
author = {Shervin Minaee and
Nal Kalchbrenner and
Erik Cambria and
Narjes Nikzad and
Meysam Chenaghlu and
Jianfeng Gao},
title = {Deep Learning Based Text Classification: {A} Comprehensive Review},
journal = {CoRR},
volume = {abs/2004.03705},
year = {2020}
}
@article{DBLP:journals/corr/abs-2004-04092,
author = {Chunyuan Li and
Xiang Gao and
Yuan Li and
Xiujun Li and
Baolin Peng and
Yizhe Zhang and
Jianfeng Gao},
title = {Optimus: Organizing Sentences via Pre-trained Modeling of a Latent
Space},
journal = {CoRR},
volume = {abs/2004.04092},
year = {2020}
}
@article{DBLP:journals/corr/abs-2004-04305,
author = {Swadheen Shukla and
Lars Liden and
Shahin Shayandeh and
Eslam Kamal and
Jinchao Li and
Matt Mazzola and
Thomas Park and
Baolin Peng and
Jianfeng Gao},
title = {Conversation Learner - {A} Machine Teaching Tool for Building Dialog
Managers for Task-Oriented Dialog Systems},
journal = {CoRR},
volume = {abs/2004.04305},
year = {2020}
}
@article{DBLP:journals/corr/abs-2004-06165,
author = {Xiujun Li and
Xi Yin and
Chunyuan Li and
Pengchuan Zhang and
Xiaowei Hu and
Lei Zhang and
Lijuan Wang and
Houdong Hu and
Li Dong and
Furu Wei and
Yejin Choi and
Jianfeng Gao},
title = {Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks},
journal = {CoRR},
volume = {abs/2004.06165},
year = {2020}
}
@article{DBLP:journals/corr/abs-2004-08249,
author = {Liyuan Liu and
Xiaodong Liu and
Jianfeng Gao and
Weizhu Chen and
Jiawei Han},
title = {Understanding the Difficulty of Training Transformers},
journal = {CoRR},
volume = {abs/2004.08249},
year = {2020}
}
@article{DBLP:journals/corr/abs-2004-08994,
author = {Xiaodong Liu and
Hao Cheng and
Pengcheng He and
Weizhu Chen and
Yu Wang and
Hoifung Poon and
Jianfeng Gao},
title = {Adversarial Training for Large Neural Language Models},
journal = {CoRR},
volume = {abs/2004.08994},
year = {2020}
}
@article{DBLP:journals/corr/abs-2004-13952,
author = {Baolin Peng and
Chenguang Zhu and
Michael Zeng and
Jianfeng Gao},
title = {Data Augmentation for Spoken Language Understanding via Pretrained
Models},
journal = {CoRR},
volume = {abs/2004.13952},
year = {2020}
}
@article{DBLP:journals/corr/abs-2004-14690,
author = {Fei Tang and
Wanling Gao and
Jianfeng Zhan and
Chuanxin Lan and
Xu Wen and
Lei Wang and
Chunjie Luo and
Jiahui Dai and
Zheng Cao and
Xingwang Xiong and
Zihan Jiang and
Tianshu Hao and
Fanda Fan and
Fan Zhang and
Yunyou Huang and
Jianan Chen and
Mengjia Du and
Rui Ren and
Chen Zheng and
Daoyi Zheng and
Haoning Tang and
Kunlin Zhan and
Biao Wang and
Defei Kong and
Minghe Yu and
Chongkang Tan and
Huan Li and
Xinhui Tian and
Yatao Li and
Gang Lu and
Junchao Shao and
Zhenyu Wang and
Xiaoyu Wang and
Hainan Ye},
title = {AIBench: An Industry Standard {AI} Benchmark Suite from Internet Services},
journal = {CoRR},
volume = {abs/2004.14690},
year = {2020}
}
@article{DBLP:journals/corr/abs-2004-14967,
author = {Hannah Rashkin and
Asli Celikyilmaz and
Yejin Choi and
Jianfeng Gao},
title = {PlotMachines: Outline-Conditioned Generation with Dynamic Plot State
Tracking},
journal = {CoRR},
volume = {abs/2004.14967},
year = {2020}
}
@article{DBLP:journals/corr/abs-2005-00227,
author = {Jianfeng Gao and
You Zhou and
Tamim Asfour},
title = {Learning Compliance Adaptation in Contact-Rich Manipulation},
journal = {CoRR},
volume = {abs/2005.00227},
year = {2020}
}
@article{DBLP:journals/corr/abs-2005-00613,
author = {Zeqiu Wu and
Michel Galley and
Chris Brockett and
Yizhe Zhang and
Xiang Gao and
Chris Quirk and
Rik Koncel{-}Kedziorski and
Jianfeng Gao and
Hannaneh Hajishirzi and
Mari Ostendorf and
Bill Dolan},
title = {A Controllable Model of Grounded Response Generation},
journal = {CoRR},
volume = {abs/2005.00613},
year = {2020}
}
@article{DBLP:journals/corr/abs-2005-00728,
author = {Homero Roman Roman and
Yonatan Bisk and
Jesse Thomason and
Asli Celikyilmaz and
Jianfeng Gao},
title = {{RMM:} {A} Recursive Mental Model for Dialog Navigation},
journal = {CoRR},
volume = {abs/2005.00728},
year = {2020}
}
@article{DBLP:journals/corr/abs-2005-03459,
author = {Wanling Gao and
Fei Tang and
Jianfeng Zhan and
Xu Wen and
Lei Wang and
Zheng Cao and
Chuanxin Lan and
Chunjie Luo and
Zihan Jiang},
title = {AIBench: Scenario-distilling {AI} Benchmarking},
journal = {CoRR},
volume = {abs/2005.03459},
year = {2020}
}
@article{DBLP:journals/corr/abs-2005-05085,
author = {Chunjie Luo and
Xiwen He and
Jianfeng Zhan and
Lei Wang and
Wanling Gao and
Jiahui Dai},
title = {Comparison and Benchmarking of {AI} Models and Frameworks on Mobile
Devices},
journal = {CoRR},
volume = {abs/2005.05085},
year = {2020}
}
@article{DBLP:journals/corr/abs-2005-05298,
author = {Baolin Peng and
Chunyuan Li and
Jinchao Li and
Shahin Shayandeh and
Lars Liden and
Jianfeng Gao},
title = {{SOLOIST:} Few-shot Task-Oriented Dialog with {A} Single Pre-trained
Auto-regressive Model},
journal = {CoRR},
volume = {abs/2005.05298},
year = {2020}
}
@article{DBLP:journals/corr/abs-2005-06828,
author = {Chunjie Luo and
Jianfeng Zhan and
Lei Wang and
Wanling Gao},
title = {Finet: Using Fine-grained Batch Normalization to Train Light-weight
Neural Networks},
journal = {CoRR},
volume = {abs/2005.06828},
year = {2020}
}
@article{DBLP:journals/corr/abs-2005-07362,
author = {Ryuichi Takanobu and
Qi Zhu and
Jinchao Li and
Baolin Peng and
Jianfeng Gao and
Minlie Huang},
title = {Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical
Analysis of System-wise Evaluation},
journal = {CoRR},
volume = {abs/2005.07362},
year = {2020}
}
@article{DBLP:journals/corr/abs-2005-11406,
author = {Yuhang Song and
Wenbo Li and
Lei Zhang and
Jianwei Yang and
Emre Kiciman and
Hamid Palangi and
Jianfeng Gao and
C.{-}C. Jay Kuo and
Pengchuan Zhang},
title = {Novel Human-Object Interaction Detection via Adversarial Domain Generalization},
journal = {CoRR},
volume = {abs/2005.11406},
year = {2020}
}
@article{DBLP:journals/corr/abs-2006-02635,
author = {Minheng Ni and
Haoyang Huang and
Lin Su and
Edward Cui and
Taroon Bharti and
Lijuan Wang and
Jianfeng Gao and
Dongdong Zhang and
Nan Duan},
title = {{M3P:} Learning Universal Representations via Multitask Multilingual
Multimodal Pre-training},
journal = {CoRR},
volume = {abs/2006.02635},
year = {2020}
}
@article{DBLP:journals/corr/abs-2006-03654,
author = {Pengcheng He and
Xiaodong Liu and
Jianfeng Gao and
Weizhu Chen},
title = {DeBERTa: Decoding-enhanced {BERT} with Disentangled Attention},
journal = {CoRR},
volume = {abs/2006.03654},
year = {2020}
}
@article{DBLP:journals/corr/abs-2006-05009,
author = {Shi Yu and
Jiahua Liu and
Jingqin Yang and
Chenyan Xiong and
Paul N. Bennett and
Jianfeng Gao and
Zhiyuan Liu},
title = {Few-Shot Generative Conversational Query Rewriting},
journal = {CoRR},
volume = {abs/2006.05009},
year = {2020}
}
@article{DBLP:journals/corr/abs-2006-14799,
author = {Asli Celikyilmaz and
Elizabeth Clark and
Jianfeng Gao},
title = {Evaluation of Text Generation: {A} Survey},
journal = {CoRR},
volume = {abs/2006.14799},
year = {2020}
}
@article{DBLP:journals/corr/abs-2007-00279,
author = {Zihan Jiang and
Lei Wang and
Xingwang Xiong and
Wanling Gao and
Chunjie Luo and
Fei Tang and
Chuanxin Lan and
Hongxiao Li and
Jianfeng Zhan},
title = {{HPC} {AI500:} The Methodology, Tools, Roofline Performance Models,
and Metrics for Benchmarking {HPC} {AI} Systems},
journal = {CoRR},
volume = {abs/2007.00279},
year = {2020}
}
@article{DBLP:journals/corr/abs-2007-15779,
author = {Yu Gu and
Robert Tinn and
Hao Cheng and
Michael Lucas and
Naoto Usuyama and
Xiaodong Liu and
Tristan Naumann and
Jianfeng Gao and
Hoifung Poon},
title = {Domain-Specific Language Model Pretraining for Biomedical Natural
Language Processing},
journal = {CoRR},
volume = {abs/2007.15779},
year = {2020}
}
@article{DBLP:journals/corr/abs-2008-07772,
author = {Xiaodong Liu and
Kevin Duh and
Liyuan Liu and
Jianfeng Gao},
title = {Very Deep Transformers for Neural Machine Translation},
journal = {CoRR},
volume = {abs/2008.07772},
year = {2020}
}
@article{DBLP:journals/corr/abs-2008-12813,
author = {Sanxing Chen and
Xiaodong Liu and
Jianfeng Gao and
Jian Jiao and
Ruofei Zhang and
Yangfeng Ji},
title = {HittER: Hierarchical Transformers for Knowledge Graph Embeddings},
journal = {CoRR},
volume = {abs/2008.12813},
year = {2020}
}
@article{DBLP:journals/corr/abs-2009-03457,
author = {Jianfeng Gao and
Baolin Peng and
Chunyuan Li and
Jinchao Li and
Shahin Shayandeh and
Lars Liden and
Heung{-}Yeung Shum},
title = {Robust Conversational {AI} with Grounded Text Generation},
journal = {CoRR},
volume = {abs/2009.03457},
year = {2020}
}
@article{DBLP:journals/corr/abs-2009-08553,
author = {Yuning Mao and
Pengcheng He and
Xiaodong Liu and
Yelong Shen and
Jianfeng Gao and
Jiawei Han and
Weizhu Chen},
title = {Generation-Augmented Retrieval for Open-domain Question Answering},
journal = {CoRR},
volume = {abs/2009.08553},
year = {2020}
}
@article{DBLP:journals/corr/abs-2009-13682,
author = {Xiaowei Hu and
Xi Yin and
Kevin Lin and
Lijuan Wang and
Lei Zhang and
Jianfeng Gao and
Zicheng Liu},
title = {{VIVO:} Surpassing Human Performance in Novel Object Captioning with
Visual Vocabulary Pre-Training},
journal = {CoRR},
volume = {abs/2009.13682},
year = {2020}
}
@article{DBLP:journals/corr/abs-2010-01424,
author = {Yi Wei and
Zhe Gan and
Wenbo Li and
Siwei Lyu and
Ming{-}Ching Chang and
Lei Zhang and
Jianfeng Gao and
Pengchuan Zhang},
title = {MagGAN: High-Resolution Face Attribute Editing with Mask-Guided Generative
Adversarial Network},
journal = {CoRR},
volume = {abs/2010.01424},
year = {2020}
}
@article{DBLP:journals/corr/abs-2010-12638,
author = {Hao Cheng and
Xiaodong Liu and
Lis Pereira and
Yaoliang Yu and
Jianfeng Gao},
title = {Posterior Differential Regularization with f-divergence for Improving
Model Robustness},
journal = {CoRR},
volume = {abs/2010.12638},
year = {2020}
}
@article{DBLP:journals/corr/abs-2010-12826,
author = {Felix Faltings and
Michel Galley and
Gerold Hintz and
Chris Brockett and
Chris Quirk and
Jianfeng Gao and
Bill Dolan},
title = {Text Editing by Command},
journal = {CoRR},
volume = {abs/2010.12826},
year = {2020}
}
@article{DBLP:journals/corr/abs-2010-12834,
author = {Saadia Gabriel and
Asli Celikyilmaz and
Rahul Jha and
Yejin Choi and
Jianfeng Gao},
title = {Go Figure! {A} Meta Evaluation of Factuality in Summarization},
journal = {CoRR},
volume = {abs/2010.12834},
year = {2020}
}
@article{DBLP:journals/corr/abs-2011-01580,
author = {Chenyan Xiong and
Zhenghao Liu and
Si Sun and
Zhuyun Dai and
Kaitao Zhang and
Shi Yu and
Zhiyuan Liu and
Hoifung Poon and
Jianfeng Gao and
Paul Bennett},
title = {{CMT} in {TREC-COVID} Round 2: Mitigating the Generalization Gaps
from Web to Special Domain Search},
journal = {CoRR},
volume = {abs/2011.01580},
year = {2020}
}
@article{DBLP:journals/corr/abs-2011-06486,
author = {R. Chulaka Gunasekara and
Seokhwan Kim and
Luis Fernando D'Haro and
Abhinav Rastogi and
Yun{-}Nung Chen and
Mihail Eric and
Behnam Hedayatnia and
Karthik Gopalakrishnan and
Yang Liu and
Chao{-}Wei Huang and
Dilek Hakkani{-}T{\"{u}}r and
Jinchao Li and
Qi Zhu and
Lingxiao Luo and
Lars Liden and
Kaili Huang and
Shahin Shayandeh and
Runze Liang and
Baolin Peng and
Zheng Zhang and
Swadheen Shukla and
Minlie Huang and
Jianfeng Gao and
Shikib Mehri and
Yulan Feng and
Carla Gordon and
Seyed Hossein Alavi and
David R. Traum and
Maxine Esk{\'{e}}nazi and
Ahmad Beirami and
Eunjoon Cho and
Paul A. Crook and
Ankita De and
Alborz Geramifard and
Satwik Kottur and
Seungwhan Moon and
Shivani Poddar and
Rajen Subba},
title = {Overview of the Ninth Dialog System Technology Challenge: {DSTC9}},
journal = {CoRR},
volume = {abs/2011.06486},
year = {2020}
}
@article{DBLP:journals/corr/abs-2011-09530,
author = {Hassan Akbari and
Hamid Palangi and
Jianwei Yang and
Sudha Rao and
Asli Celikyilmaz and
Roland Fernandez and
Paul Smolensky and
Jianfeng Gao and
Shih{-}Fu Chang},
title = {Neuro-Symbolic Representations for Video Captioning: {A} Case for
Leveraging Inductive Biases for Vision and Language},
journal = {CoRR},
volume = {abs/2011.09530},
year = {2020}
}
@article{DBLP:journals/corr/abs-2012-06946,
author = {Jianfeng Wang and
Xiaowei Hu and
Pengchuan Zhang and
Xiujun Li and
Lijuan Wang and
Lei Zhang and
Jianfeng Gao and
Zicheng Liu},
title = {MiniVLM: {A} Smaller and Faster Vision-Language Model},
journal = {CoRR},
volume = {abs/2012.06946},
year = {2020}
}
@article{DBLP:journals/corr/abs-2012-13493,
author = {Chunyuan Li and
Xiujun Li and
Lei Zhang and
Baolin Peng and
Mingyuan Zhou and
Jianfeng Gao},
title = {Self-supervised Pre-training with Hard Examples Improves Visual Representations},
journal = {CoRR},
volume = {abs/2012.13493},
year = {2020}
}
@article{DBLP:journals/corr/abs-2012-14666,
author = {Baolin Peng and
Chunyuan Li and
Zhu Zhang and
Chenguang Zhu and
Jinchao Li and
Jianfeng Gao},
title = {{RADDLE:} An Evaluation Benchmark and Analysis Platform for Robust
Task-oriented Dialog Systems},
journal = {CoRR},
volume = {abs/2012.14666},
year = {2020}
}
@article{DBLP:journals/corr/abs-2012-14978,
author = {Jiaxin Huang and
Chunyuan Li and
Krishan Subudhi and
Damien Jose and
Shobana Balakrishnan and
Weizhu Chen and
Baolin Peng and
Jianfeng Gao and
Jiawei Han},
title = {Few-Shot Named Entity Recognition: {A} Comprehensive Study},
journal = {CoRR},
volume = {abs/2012.14978},
year = {2020}
}
@article{DBLP:journals/access/GaoMZX19,
author = {Zehai Gao and
Cunbao Ma and
Jianfeng Zhang and
Weijun Xu},
title = {Enhanced Online Sequential Parallel Extreme Learning Machine and its
Application in Remaining Useful Life Prediction of Integrated Modular
Avionics},
journal = {{IEEE} Access},
volume = {7},
pages = {183479--183488},
year = {2019}
}
@article{DBLP:journals/access/ZhangGZHDFZDYXD19,
author = {Zhifei Zhang and
Wanling Gao and
Fan Zhang and
Yunyou Huang and
Shaopeng Dai and
Fanda Fan and
Jianfeng Zhan and
Mengjia Du and
Silin Yin and
Longxin Xiong and
Juan Du and
Yumei Cheng and
Xiexuan Zhou and
Rui Ren and
Lei Wang and
Hainan Ye},
title = {Landscape of Big Medical Data: {A} Pragmatic Survey on Prioritized
Tasks},
journal = {{IEEE} Access},
volume = {7},
pages = {15590--15611},
year = {2019}
}
@article{DBLP:journals/adhoc/GuoGXZY19,
author = {Hua Guo and
Ya Gao and
Tongge Xu and
Xiyong Zhang and
Jianfeng Ye},
title = {A secure and efficient three-factor multi-gateway authentication protocol
for wireless sensor networks},
journal = {Ad Hoc Networks},
volume = {95},
year = {2019}
}
@article{DBLP:journals/ftir/GaoGL19,
author = {Jianfeng Gao and
Michel Galley and
Lihong Li},
title = {Neural Approaches to Conversational {AI}},
journal = {Found. Trends Inf. Retr.},
volume = {13},
number = {2-3},
pages = {127--298},
year = {2019}
}
@article{DBLP:journals/gsta/YanZLGYYYT19,
author = {Jingyi Yan and
Jin{-}Xiu Zhu and
Nan Lu and
Shanshan Gao and
Jianfeng Ye and
Chengzhi Yu and
Minghui Yue and
Xuerui Tan},
title = {Superior grey relational analysis on blood lipids and hematological
parameters},
journal = {Grey Syst. Theory Appl.},
volume = {9},
number = {2},
pages = {207--212},
year = {2019}
}
@article{DBLP:journals/jcphy/LiuZLGLZ19,
author = {Qiancheng Liu and
Jianfeng Zhang and
Yongming Lu and
Hongwei Gao and
Shaolin Liu and
Hao Zhang},
title = {Fast Poynting-vector based wave-mode separation and {RTM} in 2D elastic
{TI} media},
journal = {J. Comput. Phys.},
volume = {381},
pages = {27--41},
year = {2019}
}
@article{DBLP:journals/jcst/RenCHWZGL19,
author = {Rui Ren and
Jiechao Cheng and
Xiwen He and
Lei Wang and
Jianfeng Zhan and
Wanling Gao and
Chunjie Luo},
title = {HybridTune: Spatio-Temporal Performance Data Correlation for Performance
Diagnosis of Big Data Systems},
journal = {J. Comput. Sci. Technol.},
volume = {34},
number = {6},
pages = {1167--1184},
year = {2019}
}
@article{DBLP:journals/jise/GaoZLMLL19,
author = {Yan Gao and
Yong Zeng and
Zhihong Liu and
Jian{-}Feng Ma and
Yang Liu and
Yi{-}Kai Liu},
title = {Social Tie Based Cooperative Jamming for {D2D} Communications in the
Internet of Things},
journal = {J. Inf. Sci. Eng.},
volume = {35},
number = {5},
pages = {1113--1132},
year = {2019}
}
@article{DBLP:journals/mbec/SunLXGSN19,
author = {Hongfei Sun and
Tao Lin and
Kai Xie and
Liugang Gao and
Jianfeng Sui and
Xinye Ni},
title = {Imaging study of pseudo-CT images of superposed ultrasound deformation
fields acquired in radiotherapy based on step-by-step local registration},
journal = {Medical Biol. Eng. Comput.},
volume = {57},
number = {3},
pages = {643--651},
year = {2019}
}
@article{DBLP:journals/sensors/YeKZGM19,
author = {Zhijian Ye and
Fanhe Kong and
Baocheng Zhang and
Wei Gao and
Jianfeng Mao},
title = {A Method Framework for Automatic Airspace Reconfiguration-Monte Carlo
Method for Eliminating Irregular Sector Shapes Generated by Region
Growth Method},
journal = {Sensors},
volume = {19},
number = {18},
pages = {3934},
year = {2019}
}
@article{DBLP:journals/tbd/JiaGSMJZWZ19,
author = {Zhen Jia and
Wanling Gao and
Yingjie Shi and
Sally A. McKee and
Zhenyan Ji and
Jianfeng Zhan and
Lei Wang and
Lixin Zhang},
title = {Understanding Processors Design Decisions for Data Analytics in Homogeneous
Data Centers},
journal = {{IEEE} Trans. Big Data},
volume = {5},
number = {1},
pages = {81--94},
year = {2019}
}
@inproceedings{DBLP:conf/aaai/WuLLGY19,
author = {Yuexin Wu and
Xiujun Li and
Jingjing Liu and
Jianfeng Gao and
Yiming Yang},
title = {Switch-Based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion
Dialogue Policy Learning},
booktitle = {{AAAI}},
pages = {7289--7296},
publisher = {{AAAI} Press},
year = {2019}
}
@inproceedings{DBLP:conf/aaai/YaoLGSS19,
author = {Ziyu Yao and
Xiujun Li and
Jianfeng Gao and
Brian M. Sadler and
Huan Sun},
title = {Interactive Semantic Parsing for If-Then Recipes via Hierarchical
Reinforcement Learning},
booktitle = {{AAAI}},
pages = {2547--2554},
publisher = {{AAAI} Press},
year = {2019}
}
@inproceedings{DBLP:conf/acl/GanCKLLG19,
author = {Zhe Gan and
Yu Cheng and
Ahmed El Kholy and
Linjie Li and
Jingjing Liu and
Jianfeng Gao},
title = {Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog},
booktitle = {{ACL} {(1)}},
pages = {6463--6474},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/acl/LeeZTZZLLPLHG19,
author = {Sungjin Lee and
Qi Zhu and
Ryuichi Takanobu and
Zheng Zhang and
Yaoqin Zhang and
Xiang Li and
Jinchao Li and
Baolin Peng and
Xiujun Li and
Minlie Huang and
Jianfeng Gao},
title = {ConvLab: Multi-Domain End-to-End Dialog System Platform},
booktitle = {{ACL} {(3)}},
pages = {64--69},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/acl/LiuHCG19,
author = {Xiaodong Liu and
Pengcheng He and
Weizhu Chen and
Jianfeng Gao},
title = {Multi-Task Deep Neural Networks for Natural Language Understanding},
booktitle = {{ACL} {(1)}},
pages = {4487--4496},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/acl/QinGBLGDCG19,
author = {Lianhui Qin and
Michel Galley and
Chris Brockett and
Xiaodong Liu and
Xiang Gao and
Bill Dolan and
Yejin Choi and
Jianfeng Gao},
title = {Conversing by Reading: Contentful Neural Conversation with On-demand
Machine Reading},
booktitle = {{ACL} {(1)}},
pages = {5427--5436},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/acl/ShenCZCWGC19,
author = {Dinghan Shen and
Asli Celikyilmaz and
Yizhe Zhang and
Liqun Chen and
Xin Wang and
Jianfeng Gao and
Lawrence Carin},
title = {Towards Generating Long and Coherent Text with Multi-Level Latent
Variable Models},
booktitle = {{ACL} {(1)}},
pages = {2079--2089},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/acl/ShivQSGSGZGGBMD19,
author = {Vighnesh Leonardo Shiv and
Chris Quirk and
Anshuman Suri and
Xiang Gao and
Khuram Shahid and
Nithya Govindarajan and
Yizhe Zhang and
Jianfeng Gao and
Michel Galley and
Chris Brockett and
Tulasi Menon and
Bill Dolan},
title = {Microsoft Icecaps: An Open-Source Toolkit for Conversation Modeling},
booktitle = {{ACL} {(3)}},
pages = {123--128},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/acl/ZhangLGC19,
author = {Zhirui Zhang and
Xiujun Li and
Jianfeng Gao and
Enhong Chen},
title = {Budgeted Policy Learning for Task-Oriented Dialogue Systems},
booktitle = {{ACL} {(1)}},
pages = {3742--3751},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/bionlp/XuLLPG19,
author = {Yichong Xu and
Xiaodong Liu and
Chunyuan Li and
Hoifung Poon and
Jianfeng Gao},
title = {DoubleTransfer at {MEDIQA} 2019: Multi-Source Transfer Learning for
Natural Language Understanding in the Medical Domain},
booktitle = {BioNLP@ACL},
pages = {399--405},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/cikm/0005HQQGCLSL19,
author = {Liu Yang and
Junjie Hu and
Minghui Qiu and
Chen Qu and
Jianfeng Gao and
W. Bruce Croft and
Xiaodong Liu and
Yelong Shen and
Jingjing Liu},
title = {A Hybrid Retrieval-Generation Neural Conversation Model},
booktitle = {{CIKM}},
pages = {1341--1350},
publisher = {{ACM}},
year = {2019}
}
@inproceedings{DBLP:conf/cvpr/KeLBHGLGCS19,
author = {Liyiming Ke and
Xiujun Li and
Yonatan Bisk and
Ari Holtzman and
Zhe Gan and
Jingjing Liu and
Jianfeng Gao and
Yejin Choi and
Siddhartha S. Srinivasa},
title = {Tactical Rewind: Self-Correction via Backtracking in Vision-And-Language
Navigation},
booktitle = {{CVPR}},
pages = {6741--6749},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/cvpr/LiGSLCWCCG19,
author = {Yitong Li and
Zhe Gan and
Yelong Shen and
Jingjing Liu and
Yu Cheng and
Yuexin Wu and
Lawrence Carin and
David E. Carlson and
Jianfeng Gao},
title = {StoryGAN: {A} Sequential Conditional {GAN} for Story Visualization},
booktitle = {{CVPR}},
pages = {6329--6338},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/cvpr/LiZZHHLG19,
author = {Wenbo Li and
Pengchuan Zhang and
Lei Zhang and
Qiuyuan Huang and
Xiaodong He and
Siwei Lyu and
Jianfeng Gao},
title = {Object-Driven Text-To-Image Synthesis via Adversarial Training},
booktitle = {{CVPR}},
pages = {12174--12182},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/cvpr/WangHcGSWWZ19,
author = {Xin Wang and
Qiuyuan Huang and
Asli Celikyilmaz and
Jianfeng Gao and
Dinghan Shen and
Yuan{-}Fang Wang and
William Yang Wang and
Lei Zhang},
title = {Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning
for Vision-Language Navigation},
booktitle = {{CVPR}},
pages = {6629--6638},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/emnlp/FangLGDC19,
author = {Le Fang and
Chunyuan Li and
Jianfeng Gao and
Wen Dong and
Changyou Chen},
title = {Implicit Deep Latent Variable Models for Text Generation},
booktitle = {{EMNLP/IJCNLP} {(1)}},
pages = {3944--3954},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/emnlp/GaoZLGBGD19,
author = {Xiang Gao and
Yizhe Zhang and
Sungjin Lee and
Michel Galley and
Chris Brockett and
Jianfeng Gao and
Bill Dolan},
title = {Structuring Latent Spaces for Stylized Response Generation},
booktitle = {{EMNLP/IJCNLP} {(1)}},
pages = {1814--1823},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/emnlp/JiangHHZDG19,
author = {Ming Jiang and
Junjie Hu and
Qiuyuan Huang and
Lei Zhang and
Jana Diesner and
Jianfeng Gao},
title = {REO-Relevance, Extraness, Omission: {A} Fine-grained Evaluation for
Image Captioning},
booktitle = {{EMNLP/IJCNLP} {(1)}},
pages = {1475--1480},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/emnlp/JiangHZWZGDG19,
author = {Ming Jiang and
Qiuyuan Huang and
Lei Zhang and
Xin Wang and
Pengchuan Zhang and
Zhe Gan and
Jana Diesner and
Jianfeng Gao},
title = {TIGEr: Text-to-Image Grounding for Image Caption Evaluation},
booktitle = {{EMNLP/IJCNLP} {(1)}},
pages = {2141--2152},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/emnlp/LiLXBCGSC19,
author = {Xiujun Li and
Chunyuan Li and
Qiaolin Xia and
Yonatan Bisk and
Asli Celikyilmaz and
Jianfeng Gao and
Noah A. Smith and
Yejin Choi},
title = {Robust Navigation with Language Pretraining and Stochastic Sampling},
booktitle = {{EMNLP/IJCNLP} {(1)}},
pages = {1494--1499},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/emnlp/WangGLLGW19,
author = {Huazheng Wang and
Zhe Gan and
Xiaodong Liu and
Jingjing Liu and
Jianfeng Gao and
Hongning Wang},
title = {Adversarial Domain Adaptation for Machine Reading Comprehension},
booktitle = {{EMNLP/IJCNLP} {(1)}},
pages = {2510--2520},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/globecom/0003MMGWMYLZ19,
author = {Teng Li and
Jianfeng Ma and
XinDi Ma and
Chenyang Gao and
He Wang and
Chengyan Ma and
Jing Yu and
Di Lu and
Jiawei Zhang},
title = {Lightweight Secure Communication Mechanism Towards {UAV} Networks},
booktitle = {{GLOBECOM} Workshops},
pages = {1--6},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/iccad2/JiaWWCW19,
author = {Gaowei Jia and
Jianfeng Wang and
Peng Wang and
Qingyang Chen and
Yujie Wang},
title = {Using Multi-layer Coding Genetic Algorithm to Solve Time-Critical
Task Assignment of Heterogeneous {UAV} Teaming},
booktitle = {{ICCAD}},
pages = {1--5},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/iccad2/WangJCWW19,
author = {Peng Wang and
Gaowei Jia and
Qingyang Chen and
Yujie Wang and
Jianfeng Wang},
title = {A Fault Tolerant Control Approach for the Solar-Powered {HALE} {UAV}},
booktitle = {{ICCAD}},
pages = {1--5},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/icmlc/ChenSG19,
author = {Wenjing Chen and
Jianfeng Sun and
Chunhui Gao},
title = {Improving Residue-Residue Contacts Prediction from Protein Sequences
Using RNN-Based {LSTM} Network},
booktitle = {{ICMLC}},
pages = {1--7},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/ictir/Gao19,
author = {Jianfeng Gao},
title = {Towards an Open-Doman Dialog System},
booktitle = {{ICTIR}},
pages = {1--2},
publisher = {{ACM}},
year = {2019}
}
@inproceedings{DBLP:conf/iros/ZhouGA19,
author = {You Zhou and
Jianfeng Gao and
Tamim Asfour},
title = {Learning Via-Point Movement Primitives with Inter- and Extrapolation
Capabilities},
booktitle = {{IROS}},
pages = {4301--4308},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/naacl/FuLLGCC19,
author = {Hao Fu and
Chunyuan Li and
Xiaodong Liu and
Jianfeng Gao and
Asli Celikyilmaz and
Lawrence Carin},
title = {Cyclical Annealing Schedule: {A} Simple Approach to Mitigating {KL}
Vanishing},
booktitle = {{NAACL-HLT} {(1)}},
pages = {240--250},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/naacl/GaoLZBGGD19,
author = {Xiang Gao and
Sungjin Lee and
Yizhe Zhang and
Chris Brockett and
Michel Galley and
Jianfeng Gao and
Bill Dolan},
title = {Jointly Optimizing Diversity and Relevance in Neural Response Generation},
booktitle = {{NAACL-HLT} {(1)}},
pages = {1229--1238},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/naacl/Wang0SLLG019,
author = {Shuohang Wang and
Sheng Zhang and
Yelong Shen and
Xiaodong Liu and
Jingjing Liu and
Jianfeng Gao and
Jing Jiang},
title = {Unsupervised Deep Structured Semantic Models for Commonsense Reasoning},
booktitle = {{NAACL-HLT} {(1)}},
pages = {882--891},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/naacl/XuLSLG19,
author = {Yichong Xu and
Xiaodong Liu and
Yelong Shen and
Jingjing Liu and
Jianfeng Gao},
title = {Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension},
booktitle = {{NAACL-HLT} {(1)}},
pages = {2644--2655},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/nana/0003MFMMZGL19,
author = {Teng Li and
Jianfeng Ma and
Pengbin Feng and
Yue Meng and
XinDi Ma and
Jiawei Zhang and
Chenyang Gao and
Di Lu},
title = {Lightweight Security Authentication Mechanism Towards {UAV} Networks},
booktitle = {NaNA},
pages = {379--384},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/nana/GaoMSLLG19,
author = {Chenyang Gao and
Jianfeng Ma and
Yulong Shen and
Teng Li and
Fei Li and
Yuelin Gao},
title = {Cloud Computing Task Scheduling Based on Improved Differential Evolution
Algorithm},
booktitle = {NaNA},
pages = {458--463},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/nips/00040WWLWGZH19,
author = {Li Dong and
Nan Yang and
Wenhui Wang and
Furu Wei and
Xiaodong Liu and
Yu Wang and
Jianfeng Gao and
Ming Zhou and
Hsiao{-}Wuen Hon},
title = {Unified Language Model Pre-training for Natural Language Understanding
and Generation},
booktitle = {NeurIPS},
pages = {13042--13054},
year = {2019}
}
@inproceedings{DBLP:conf/ococosda/GaoOCRWQ19,
author = {Yun Gao and
Zhigang Ou and
Jianfeng Cheng and
Yong Ruan and
Xiangdong Wang and
Yueliang Qian},
title = {{XDF-REPA:} {A} Densely Labeled Dataset toward Refined Pronunciation
Assessment for English Learning},
booktitle = {{O-COCOSDA}},
pages = {1--6},
publisher = {{IEEE}},
year = {2019}
}
@article{DBLP:journals/corr/abs-1901-00642,
author = {Zhifei Zhang and
Wanling Gao and
Fan Zhang and
Yunyou Huang and
Shaopeng Dai and
Fanda Fan and
Jianfeng Zhan and
Mengjia Du and
Silin Yin and
Longxin Xiong and
Juan Du and
Yumei Cheng and
Xiexuan Zhou and
Rui Ren and
Lei Wang and
Hainan Ye},
title = {Landscape of Big Medical Data: {A} Pragmatic Survey on Prioritized
Tasks},
journal = {CoRR},
volume = {abs/1901.00642},
year = {2019}
}
@article{DBLP:journals/corr/abs-1901-03461,
author = {Koichiro Yoshino and
Chiori Hori and
Julien Perez and
Luis Fernando D'Haro and
Lazaros Polymenakos and
R. Chulaka Gunasekara and
Walter S. Lasecki and
Jonathan K. Kummerfeld and
Michel Galley and
Chris Brockett and
Jianfeng Gao and
Bill Dolan and
Xiang Gao and
Huda AlAmri and
Tim K. Marks and
Devi Parikh and
Dhruv Batra},
title = {Dialog System Technology Challenge 7},
journal = {CoRR},
volume = {abs/1901.03461},
year = {2019}
}
@article{DBLP:journals/corr/abs-1901-11504,
author = {Xiaodong Liu and
Pengcheng He and
Weizhu Chen and
Jianfeng Gao},
title = {Multi-Task Deep Neural Networks for Natural Language Understanding},
journal = {CoRR},
volume = {abs/1901.11504},
year = {2019}
}
@article{DBLP:journals/corr/abs-1902-00154,
author = {Dinghan Shen and
Asli Celikyilmaz and
Yizhe Zhang and
Liqun Chen and
Xin Wang and
Jianfeng Gao and
Lawrence Carin},
title = {Towards Generating Long and Coherent Text with Multi-Level Latent
Variable Models},
journal = {CoRR},
volume = {abs/1902.00154},
year = {2019}
}
@article{DBLP:journals/corr/abs-1902-00579,
author = {Zhe Gan and
Yu Cheng and
Ahmed El Kholy and
Linjie Li and
Jingjing Liu and
Jianfeng Gao},
title = {Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog},
journal = {CoRR},
volume = {abs/1902.00579},
year = {2019}
}
@article{DBLP:journals/corr/abs-1902-10740,
author = {Wenbo Li and
Pengchuan Zhang and
Lei Zhang and
Qiuyuan Huang and
Xiaodong He and
Siwei Lyu and
Jianfeng Gao},
title = {Object-driven Text-to-Image Synthesis via Adversarial Training},
journal = {CoRR},
volume = {abs/1902.10740},
year = {2019}
}
@article{DBLP:journals/corr/abs-1902-11205,
author = {Xiang Gao and
Sungjin Lee and
Yizhe Zhang and
Chris Brockett and
Michel Galley and
Jianfeng Gao and
Bill Dolan},
title = {Jointly Optimizing Diversity and Relevance in Neural Response Generation},
journal = {CoRR},
volume = {abs/1902.11205},
year = {2019}
}
@article{DBLP:journals/corr/abs-1903-02547,
author = {Liyiming Ke and
Xiujun Li and
Yonatan Bisk and
Ari Holtzman and
Zhe Gan and
Jingjing Liu and
Jianfeng Gao and
Yejin Choi and
Siddhartha S. Srinivasa},
title = {Tactical Rewind: Self-Correction via Backtracking in Vision-and-Language
Navigation},
journal = {CoRR},
volume = {abs/1903.02547},
year = {2019}
}
@article{DBLP:journals/corr/abs-1903-05759,
author = {Yizhe Zhang and
Xiang Gao and
Sungjin Lee and
Chris Brockett and
Michel Galley and
Jianfeng Gao and
Bill Dolan},
title = {Consistent Dialogue Generation with Self-supervised Feature Learning},
journal = {CoRR},
volume = {abs/1903.05759},
year = {2019}
}
@article{DBLP:journals/corr/abs-1903-10145,
author = {Hao Fu and
Chunyuan Li and
Xiaodong Liu and
Jianfeng Gao and
Asli Celikyilmaz and
Lawrence Carin},
title = {Cyclical Annealing Schedule: {A} Simple Approach to Mitigating {KL}
Vanishing},
journal = {CoRR},
volume = {abs/1903.10145},
year = {2019}
}
@article{DBLP:journals/corr/abs-1904-01938,
author = {Shuohang Wang and
Sheng Zhang and
Yelong Shen and
Xiaodong Liu and
Jingjing Liu and
Jianfeng Gao and
Jing Jiang},
title = {Unsupervised Deep Structured Semantic Models for Commonsense Reasoning},
journal = {CoRR},
volume = {abs/1904.01938},
year = {2019}
}
@article{DBLP:journals/corr/abs-1904-08637,
author = {Sungjin Lee and
Qi Zhu and
Ryuichi Takanobu and
Xiang Li and
Yaoqin Zhang and
Zheng Zhang and
Jinchao Li and
Baolin Peng and
Xiujun Li and
Minlie Huang and
Jianfeng Gao},
title = {ConvLab: Multi-Domain End-to-End Dialog System Platform},
journal = {CoRR},
volume = {abs/1904.08637},
year = {2019}
}
@article{DBLP:journals/corr/abs-1904-09068,
author = {Liu Yang and
Junjie Hu and
Minghui Qiu and
Chen Qu and
Jianfeng Gao and
W. Bruce Croft and
Xiaodong Liu and
Yelong Shen and
Jingjing Liu},
title = {A Hybrid Retrieval-Generation Neural Conversation Model},
journal = {CoRR},
volume = {abs/1904.09068},
year = {2019}
}
@article{DBLP:journals/corr/abs-1904-09482,
author = {Xiaodong Liu and
Pengcheng He and
Weizhu Chen and
Jianfeng Gao},
title = {Improving Multi-Task Deep Neural Networks via Knowledge Distillation
for Natural Language Understanding},
journal = {CoRR},
volume = {abs/1904.09482},
year = {2019}
}
@article{DBLP:journals/corr/abs-1905-03197,
author = {Li Dong and
Nan Yang and
Wenhui Wang and
Furu Wei and
Xiaodong Liu and
Yu Wang and
Jianfeng Gao and
Ming Zhou and
Hsiao{-}Wuen Hon},
title = {Unified Language Model Pre-training for Natural Language Understanding
and Generation},
journal = {CoRR},
volume = {abs/1905.03197},
year = {2019}
}
@article{DBLP:journals/corr/abs-1905-05709,
author = {Minlie Huang and
Xiaoyan Zhu and
Jianfeng Gao},
title = {Challenges in Building Intelligent Open-domain Dialog Systems},
journal = {CoRR},
volume = {abs/1905.05709},
year = {2019}
}
@article{DBLP:journals/corr/abs-1906-00499,
author = {Zhirui Zhang and
Xiujun Li and
Jianfeng Gao and
Enhong Chen},
title = {Budgeted Policy Learning for Task-Oriented Dialogue Systems},
journal = {CoRR},
volume = {abs/1906.00499},
year = {2019}
}
@article{DBLP:journals/corr/abs-1906-02738,
author = {Lianhui Qin and
Michel Galley and
Chris Brockett and
Xiaodong Liu and
Xiang Gao and
Bill Dolan and
Yejin Choi and
Jianfeng Gao},
title = {Conversing by Reading: Contentful Neural Conversation with On-demand
Machine Reading},
journal = {CoRR},
volume = {abs/1906.02738},
year = {2019}
}
@article{DBLP:journals/corr/abs-1906-04281,
author = {Sam Lobel and
Chunyuan Li and
Jianfeng Gao and
Lawrence Carin},
title = {Towards Amortized Ranking-Critical Training for Collaborative Filtering},
journal = {CoRR},
volume = {abs/1906.04281},
year = {2019}
}
@article{DBLP:journals/corr/abs-1906-04382,
author = {Yichong Xu and
Xiaodong Liu and
Chunyuan Li and
Hoifung Poon and
Jianfeng Gao},
title = {DoubleTransfer at {MEDIQA} 2019: Multi-Source Transfer Learning for
Natural Language Understanding in the Medical Domain},
journal = {CoRR},
volume = {abs/1906.04382},
year = {2019}
}
@article{DBLP:journals/corr/abs-1907-09471,
author = {Jianfeng Gao and
Qiang Wu and
Chris Burges and
Krysta M. Svore and
Yi Su and
Nazan Khan and
Shalin Shah and
Hongyan Zhou},
title = {Model Adaptation via Model Interpolation and Boosting for Web Search
Ranking},
journal = {CoRR},
volume = {abs/1907.09471},
year = {2019}
}
@article{DBLP:journals/corr/abs-1907-11983,
author = {Pengcheng He and
Xiaodong Liu and
Weizhu Chen and
Jianfeng Gao},
title = {A Hybrid Neural Network Model for Commonsense Reasoning},
journal = {CoRR},
volume = {abs/1907.11983},
year = {2019}
}
@article{DBLP:journals/corr/abs-1908-00298,
author = {Yunyou Huang and
Nana Wang and
Tianshu Hao and
Wanling Gao and
Cheng Huang and
Jianqing Li and
Jianfeng Zhan},
title = {LoadCNN: {A} Efficient Green Deep Learning Model for Day-ahead Individual
Resident Load Forecasting},
journal = {CoRR},
volume = {abs/1908.00298},
year = {2019}
}
@article{DBLP:journals/corr/abs-1908-01924,
author = {Tianshu Hao and
Yunyou Huang and
Xu Wen and
Wanling Gao and
Fan Zhang and
Chen Zheng and
Lei Wang and
Hainan Ye and
Kai Hwang and
Zujie Ren and
Jianfeng Zhan},
title = {Edge AIBench: Towards Comprehensive End-to-end Edge Computing Benchmarking},
journal = {CoRR},
volume = {abs/1908.01924},
year = {2019}
}
@article{DBLP:journals/corr/abs-1908-02607,
author = {Zihan Jiang and
Wanling Gao and
Lei Wang and
Xingwang Xiong and
Yuchen Zhang and
Xu Wen and
Chunjie Luo and
Hainan Ye and
Yunquan Zhang and
Shengzhong Feng and
Kenli Li and
Weijia Xu and
Jianfeng Zhan},
title = {{HPC} {AI500:} {A} Benchmark Suite for {HPC} {AI} Systems},
journal = {CoRR},
volume = {abs/1908.02607},
year = {2019}
}
@article{DBLP:journals/corr/abs-1908-03265,
author = {Liyuan Liu and
Haoming Jiang and
Pengcheng He and
Weizhu Chen and
Xiaodong Liu and
Jianfeng Gao and
Jiawei Han},
title = {On the Variance of the Adaptive Learning Rate and Beyond},
journal = {CoRR},
volume = {abs/1908.03265},
year = {2019}
}
@article{DBLP:journals/corr/abs-1908-08998,
author = {Wanling Gao and
Fei Tang and
Lei Wang and
Jianfeng Zhan and
Chunxin Lan and
Chunjie Luo and
Yunyou Huang and
Chen Zheng and
Jiahui Dai and
Zheng Cao and
Daoyi Zheng and
Haoning Tang and
Kunlin Zhan and
Biao Wang and
Defei Kong and
Tong Wu and
Minghe Yu and
Chongkang Tan and
Huan Li and
Xinhui Tian and
Yatao Li and
Junchao Shao and
Zhenyu Wang and
Xiaoyu Wang and
Hainan Ye},
title = {AIBench: An Industry Standard Internet Service {AI} Benchmark Suite},
journal = {CoRR},
volume = {abs/1908.08998},
year = {2019}
}
@article{DBLP:journals/corr/abs-1908-09209,
author = {Huazheng Wang and
Zhe Gan and
Xiaodong Liu and
Jingjing Liu and
Jianfeng Gao and
Hongning Wang},
title = {Adversarial Domain Adaptation for Machine Reading Comprehension},
journal = {CoRR},
volume = {abs/1908.09209},
year = {2019}
}
@article{DBLP:journals/corr/abs-1908-11527,
author = {Le Fang and
Chunyuan Li and
Jianfeng Gao and
Wen Dong and
Changyou Chen},
title = {Implicit Deep Latent Variable Models for Text Generation},
journal = {CoRR},
volume = {abs/1908.11527},
year = {2019}
}
@article{DBLP:journals/corr/abs-1909-02050,
author = {Ming Jiang and
Qiuyuan Huang and
Lei Zhang and
Xin Wang and
Pengchuan Zhang and
Zhe Gan and
Jana Diesner and
Jianfeng Gao},
title = {TIGEr: Text-to-Image Grounding for Image Caption Evaluation},
journal = {CoRR},
volume = {abs/1909.02050},
year = {2019}
}
@article{DBLP:journals/corr/abs-1909-02217,
author = {Ming Jiang and
Junjie Hu and
Qiuyuan Huang and
Lei Zhang and
Jana Diesner and
Jianfeng Gao},
title = {REO-Relevance, Extraness, Omission: {A} Fine-grained Evaluation for
Image Captioning},
journal = {CoRR},
volume = {abs/1909.02217},
year = {2019}
}
@article{DBLP:journals/corr/abs-1909-02244,
author = {Xiujun Li and
Chunyuan Li and
Qiaolin Xia and
Yonatan Bisk and
Asli Celikyilmaz and
Jianfeng Gao and
Noah A. Smith and
Yejin Choi},
title = {Robust Navigation with Language Pretraining and Stochastic Sampling},
journal = {CoRR},
volume = {abs/1909.02244},
year = {2019}
}
@article{DBLP:journals/corr/abs-1909-05316,
author = {Junjie Hu and
Yu Cheng and
Zhe Gan and
Jingjing Liu and
Jianfeng Gao and
Graham Neubig},
title = {What Makes {A} Good Story? Designing Composite Rewards for Visual
Storytelling},
journal = {CoRR},
volume = {abs/1909.05316},
year = {2019}
}
@article{DBLP:journals/corr/abs-1909-05361,
author = {Xiang Gao and
Yizhe Zhang and
Sungjin Lee and
Michel Galley and
Chris Brockett and
Jianfeng Gao and
Bill Dolan},
title = {Structuring Latent Spaces for Stylized Response Generation},
journal = {CoRR},
volume = {abs/1909.05361},
year = {2019}
}
@article{DBLP:journals/corr/abs-1909-09953,
author = {Kuang{-}Huei Lee and
Hamid Palangi and
Xi Chen and
Houdong Hu and
Jianfeng Gao},
title = {Learning Visual Relation Priors for Image-Text Matching and Image
Captioning with Neural Scene Graph Generators},
journal = {CoRR},
volume = {abs/1909.09953},
year = {2019}
}
@article{DBLP:journals/corr/abs-1909-11059,
author = {Luowei Zhou and
Hamid Palangi and
Lei Zhang and
Houdong Hu and
Jason J. Corso and
Jianfeng Gao},
title = {Unified Vision-Language Pre-Training for Image Captioning and {VQA}},
journal = {CoRR},
volume = {abs/1909.11059},
year = {2019}
}
@article{DBLP:journals/corr/abs-1910-02339,
author = {Kezhen Chen and
Qiuyuan Huang and
Hamid Palangi and
Paul Smolensky and
Kenneth D. Forbus and
Jianfeng Gao},
title = {Natural- to formal-language generation using Tensor Product Representations},
journal = {CoRR},
volume = {abs/1910.02339},
year = {2019}
}
@article{DBLP:journals/corr/abs-1910-06611,
author = {Imanol Schlag and
Paul Smolensky and
Roland Fernandez and
Nebojsa Jojic and
J{\"{u}}rgen Schmidhuber and
Jianfeng Gao},
title = {Enhancing the Transformer with Explicit Relational Encoding for Math
Problem Solving},
journal = {CoRR},
volume = {abs/1910.06611},
year = {2019}
}
@article{DBLP:journals/corr/abs-1910-12647,
author = {Mehrad Moradshahi and
Hamid Palangi and
Monica S. Lam and
Paul Smolensky and
Jianfeng Gao},
title = {{HUBERT} Untangles {BERT} to Improve Transfer across {NLP} Tasks},
journal = {CoRR},
volume = {abs/1910.12647},
year = {2019}
}
@article{DBLP:journals/corr/abs-1911-00536,
author = {Yizhe Zhang and
Siqi Sun and
Michel Galley and
Yen{-}Chun Chen and
Chris Brockett and
Xiang Gao and
Jianfeng Gao and
Jingjing Liu and
Bill Dolan},
title = {DialoGPT: Large-Scale Generative Pre-training for Conversational Response
Generation},
journal = {CoRR},
volume = {abs/1911.00536},
year = {2019}
}
@article{DBLP:journals/corr/abs-1911-03047,
author = {Woon Sang Cho and
Yizhe Zhang and
Sudha Rao and
Asli Celikyilmaz and
Chenyan Xiong and
Jianfeng Gao and
Mengdi Wang and
Bill Dolan},
title = {Unsupervised Common Question Generation from Multiple Documents using
Reinforced Contrastive Coordinator},
journal = {CoRR},
volume = {abs/1911.03047},
year = {2019}
}
@article{DBLP:journals/corr/abs-1911-03437,
author = {Haoming Jiang and
Pengcheng He and
Weizhu Chen and
Xiaodong Liu and
Jianfeng Gao and
Tuo Zhao},
title = {{SMART:} Robust and Efficient Fine-Tuning for Pre-trained Natural
Language Models through Principled Regularized Optimization},
journal = {CoRR},
volume = {abs/1911.03437},
year = {2019}
}
@article{DBLP:journals/corr/abs-1911-04862,
author = {Yong Ruan and
Xiangdong Wang and
Hong Liu and
Zhigang Ou and
Yun Gao and
Jianfeng Cheng and
Yueliang Qian},
title = {An End-to-end Approach for Lexical Stress Detection based on Transformer},
journal = {CoRR},
volume = {abs/1911.04862},
year = {2019}
}
@article{DBLP:journals/corr/abs-1911-06394,
author = {Seokhwan Kim and
Michel Galley and
R. Chulaka Gunasekara and
Sungjin Lee and
Adam Atkinson and
Baolin Peng and
Hannes Schulz and
Jianfeng Gao and
Jinchao Li and
Mahmoud Adada and
Minlie Huang and
Luis A. Lastras and
Jonathan K. Kummerfeld and
Walter S. Lasecki and
Chiori Hori and
Anoop Cherian and
Tim K. Marks and
Abhinav Rastogi and
Xiaoxue Zang and
Srinivas Sunkara and
Raghav Gupta},
title = {The Eighth Dialog System Technology Challenge},
journal = {CoRR},
volume = {abs/1911.06394},
year = {2019}
}
@article{DBLP:journals/corr/abs-1911-11641,
author = {Yonatan Bisk and
Rowan Zellers and
Ronan Le Bras and
Jianfeng Gao and
Yejin Choi},
title = {{PIQA:} Reasoning about Physical Commonsense in Natural Language},
journal = {CoRR},
volume = {abs/1911.11641},
year = {2019}
}
@article{DBLP:journals/corr/abs-1912-00572,
author = {Jianfeng Zhan and
Lei Wang and
Wanling Gao and
Rui Ren},
title = {BenchCouncil's View on Benchmarking {AI} and Other Emerging Workloads},
journal = {CoRR},
volume = {abs/1912.00572},
year = {2019}
}
@article{DBLP:journals/cssc/GaoQYY18,
author = {Yue Gao and
Zong{-}Feng Qi and
Jian{-}Feng Yang and
Jin{-}Yu Yang},
title = {Algorithmic construction of nearly column-orthogonal designs},
journal = {Commun. Stat. Simul. Comput.},
volume = {47},
number = {3},
pages = {924--937},
year = {2018}
}
@article{DBLP:journals/fgcs/MaMLJG18,
author = {XinDi Ma and
Jianfeng Ma and
Hui Li and
Qi Jiang and
Sheng Gao},
title = {{ARMOR:} {A} trust-based privacy-preserving framework for decentralized
friend recommendation in online social networks},
journal = {Future Gener. Comput. Syst.},
volume = {79},
pages = {82--94},
year = {2018}
}
@article{DBLP:journals/nar/XuWHGMZSCLP18,
author = {Youjun Xu and
Shiwei Wang and
Qiwan Hu and
Shuaishi Gao and
Xiaomin Ma and
Weilin Zhang and
Yihang Shen and
Fangjin Chen and
Luhua Lai and
Jianfeng Pei},
title = {CavityPlus: a web server for protein cavity detection with pharmacophore
modelling, allosteric site identification and covalent ligand binding
ability prediction},
journal = {Nucleic Acids Res.},
volume = {46},
number = {Webserver-Issue},
pages = {W374--W379},
year = {2018}
}
@article{DBLP:journals/ppna/MaMLJG18,
author = {XinDi Ma and
Jianfeng Ma and
Hui Li and
Qi Jiang and
Sheng Gao},
title = {{AGENT:} an adaptive geo-indistinguishable mechanism for continuous
location-based service},
journal = {Peer-to-Peer Netw. Appl.},
volume = {11},
number = {3},
pages = {473--485},
year = {2018}
}
@article{DBLP:journals/wicomm/GaoZMYGM18,
author = {Qi Gao and
Junwei Zhang and
Jianfeng Ma and
Chao Yang and
Jingjing Guo and
Yinbin Miao},
title = {{LIP-PA:} {A} Logistics Information Privacy Protection Scheme with
Position and Attribute-Based Access Control on Mobile Devices},
journal = {Wirel. Commun. Mob. Comput.},
volume = {2018},
pages = {9436120:1--9436120:14},
year = {2018}
}
@inproceedings{DBLP:conf/IEEEpact/GaoZWLZTXZWHYR18,
author = {Wanling Gao and
Jianfeng Zhan and
Lei Wang and
Chunjie Luo and
Daoyi Zheng and
Fei Tang and
Biwei Xie and
Chen Zheng and
Xu Wen and
Xiwen He and
Hainan Ye and
Rui Ren},
title = {Data motifs: a lens towards fully understanding big data and {AI}
workloads},
booktitle = {{PACT}},
pages = {2:1--2:14},
publisher = {{ACM}},
year = {2018}
}
@inproceedings{DBLP:conf/aaai/GhazvininejadBC18,
author = {Marjan Ghazvininejad and
Chris Brockett and
Ming{-}Wei Chang and
Bill Dolan and
Jianfeng Gao and
Wen{-}tau Yih and
Michel Galley},
title = {A Knowledge-Grounded Neural Conversation Model},
booktitle = {{AAAI}},
pages = {5110--5117},
publisher = {{AAAI} Press},
year = {2018}
}
@inproceedings{DBLP:conf/aaai/LiptonLG00D18,
author = {Zachary C. Lipton and
Xiujun Li and
Jianfeng Gao and
Lihong Li and
Faisal Ahmed and
Li Deng},
title = {BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning
for Task-Oriented Dialogue Systems},
booktitle = {{AAAI}},
pages = {5237--5244},
publisher = {{AAAI} Press},
year = {2018}
}
@inproceedings{DBLP:conf/acl/GaoDLS18,
author = {Xiaodong Liu and
Yelong Shen and
Kevin Duh and
Jianfeng Gao},
title = {Stochastic Answer Networks for Machine Reading Comprehension},
booktitle = {{ACL} {(1)}},
pages = {1694--1704},
publisher = {Association for Computational Linguistics},
year = {2018}
}
@inproceedings{DBLP:conf/acl/GaoGL18,
author = {Jianfeng Gao and
Michel Galley and
Lihong Li},
title = {Neural Approaches to Conversational {AI}},
booktitle = {{ACL} {(5)}},
pages = {2--7},
publisher = {Association for Computational Linguistics},
year = {2018}
}
@inproceedings{DBLP:conf/acl/GaoWPLL18,
author = {Baolin Peng and
Xiujun Li and
Jianfeng Gao and
Jingjing Liu and
Kam{-}Fai Wong},
title = {Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy
Learning},
booktitle = {{ACL} {(1)}},
pages = {2182--2192},
publisher = {Association for Computational Linguistics},
year = {2018}
}
@inproceedings{DBLP:conf/bench/GaoL0XCHJFDHZWZ18,
author = {Wanling Gao and
Chunjie Luo and
Lei Wang and
Xingwang Xiong and
Jianan Chen and
Tianshu Hao and
Zihan Jiang and
Fanda Fan and
Mengjia Du and
Yunyou Huang and
Fan Zhang and
Xu Wen and
Chen Zheng and
Xiwen He and
Jiahui Dai and
Hainan Ye and
Zheng Cao and
Zhen Jia and
Kent Zhan and
Haoning Tang and
Daoyi Zheng and
Biwei Xie and
Wei Li and
Xiaoyu Wang and
Jianfeng Zhan},
title = {AIBench: Towards Scalable and Comprehensive Datacenter {AI} Benchmarking},
booktitle = {Bench},
series = {Lecture Notes in Computer Science},
volume = {11459},
pages = {3--9},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/bench/HaoHWGZZ0Y0RZ18,
author = {Tianshu Hao and
Yunyou Huang and
Xu Wen and
Wanling Gao and
Fan Zhang and
Chen Zheng and
Lei Wang and
Hainan Ye and
Kai Hwang and
Zujie Ren and
Jianfeng Zhan},
title = {Edge AIBench: Towards Comprehensive End-to-End Edge Computing Benchmarking},
booktitle = {Bench},
series = {Lecture Notes in Computer Science},
volume = {11459},
pages = {23--30},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/bench/JiangG0XZWLYLZF18,
author = {Zihan Jiang and
Wanling Gao and
Lei Wang and
Xingwang Xiong and
Yuchen Zhang and
Xu Wen and
Chunjie Luo and
Hainan Ye and
Xiaoyi Lu and
Yunquan Zhang and
Shengzhong Feng and
Kenli Li and
Weijia Xu and
Jianfeng Zhan},
title = {{HPC} {AI500:} {A} Benchmark Suite for {HPC} {AI} Systems},
booktitle = {Bench},
series = {Lecture Notes in Computer Science},
volume = {11459},
pages = {10--22},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/bench/LuoZHXC0GYWZZ18,
author = {Chunjie Luo and
Fan Zhang and
Cheng Huang and
Xingwang Xiong and
Jianan Chen and
Lei Wang and
Wanling Gao and
Hainan Ye and
Tong Wu and
Runsong Zhou and
Jianfeng Zhan},
title = {AIoT Bench: Towards Comprehensive Benchmarking Mobile and Embedded
Device Intelligence},
booktitle = {Bench},
series = {Lecture Notes in Computer Science},
volume = {11459},
pages = {31--35},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/cgo/XieZLGJHZ18,
author = {Biwei Xie and
Jianfeng Zhan and
Xu Liu and
Wanling Gao and
Zhen Jia and
Xiwen He and
Lixin Zhang},
title = {{CVR:} efficient vectorization of SpMV on x86 processors},
booktitle = {{CGO}},
pages = {149--162},
publisher = {{ACM}},
year = {2018}
}
@inproceedings{DBLP:conf/cvpr/ChenSGLL18,
author = {Jianbo Chen and
Yelong Shen and
Jianfeng Gao and
Jingjing Liu and
Xiaodong Liu},
title = {Language-Based Image Editing With Recurrent Attentive Models},
booktitle = {{CVPR}},
pages = {8721--8729},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018}
}
@inproceedings{DBLP:conf/emnlp/SuLGLC18,
author = {Shang{-}Yu Su and
Xiujun Li and
Jianfeng Gao and
Jingjing Liu and
Yun{-}Nung Chen},
title = {Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning},
booktitle = {{EMNLP}},
pages = {3813--3823},
publisher = {Association for Computational Linguistics},
year = {2018}
}
@inproceedings{DBLP:conf/emnlp/TangLGW0J18,
author = {Da Tang and
Xiujun Li and
Jianfeng Gao and
Chong Wang and
Lihong Li and
Tony Jebara},
title = {Subgoal Discovery for Hierarchical Dialogue Policy Learning},
booktitle = {{EMNLP}},
pages = {2298--2309},
publisher = {Association for Computational Linguistics},
year = {2018}
}
@inproceedings{DBLP:conf/humanoids/GaoZA18,
author = {Jianfeng Gao and
You Zhou and
Tamim Asfour},
title = {Projected Force-Admittance Control for Compliant Bimanual Tasks},
booktitle = {Humanoids},
pages = {1--9},
publisher = {{IEEE}},
year = {2018}
}
@inproceedings{DBLP:conf/icassp/PengLGLCW18,
author = {Baolin Peng and
Xiujun Li and
Jianfeng Gao and
Jingjing Liu and
Yun{-}Nung Chen and
Kam{-}Fai Wong},
title = {Adversarial Advantage Actor-Critic Model for Task-Completion Dialogue
Policy Learning},
booktitle = {{ICASSP}},
pages = {6149--6153},
publisher = {{IEEE}},
year = {2018}
}
@inproceedings{DBLP:conf/iclr/ShenCHGG18,
author = {Yelong Shen and
Jianshu Chen and
Po{-}Sen Huang and
Yuqing Guo and
Jianfeng Gao},
title = {ReinforceWalk: Learning to Walk in Graph with Monte Carlo Tree Search},
booktitle = {{ICLR} (Workshop)},
publisher = {OpenReview.net},
year = {2018}
}
@inproceedings{DBLP:conf/iiswc/GaoZWLJZZHYWR18,
author = {Wanling Gao and
Jianfeng Zhan and
Lei Wang and
Chunjie Luo and
Zhen Jia and
Daoyi Zheng and
Chen Zheng and
Xiwen He and
Hainan Ye and
Haibin Wang and
Rui Ren},
title = {Data Motif-based Proxy Benchmarks for Big Data and {AI} Workloads},
booktitle = {{IISWC}},
pages = {48--58},
publisher = {{IEEE} Computer Society},
year = {2018}
}
@inproceedings{DBLP:conf/iotaas/0005GZWSNLY18,
author = {Jie Zheng and
Ling Gao and
Dongxiao Zhu and
Hai Wang and
Qian Sun and
Jinping Niu and
Xiaoya Li and
Jianfeng Yang},
title = {Joint Energy-Efficient Optimization of Downlink and Uplink with eICIC
in HetNet},
booktitle = {IoTaaS},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {271},
pages = {333--339},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/naacl/BosselutCHGHC18,
author = {Antoine Bosselut and
Asli Celikyilmaz and
Xiaodong He and
Jianfeng Gao and
Po{-}Sen Huang and
Yejin Choi},
title = {Discourse-Aware Neural Rewards for Coherent Text Generation},
booktitle = {{NAACL-HLT}},
pages = {173--184},
publisher = {Association for Computational Linguistics},
year = {2018}
}
@inproceedings{DBLP:conf/nana/GaoZLMX18,
author = {Yan Gao and
Yong Zeng and
Zhihong Liu and
Jianfeng Ma and
Yeqiu Xiao},
title = {Exploiting Social Tie and {SIR} Characteristic for Cooperative Jamming:
{A} Game Model in a Two-layer Network},
booktitle = {NaNA},
pages = {74--79},
publisher = {{IEEE}},
year = {2018}
}
@inproceedings{DBLP:conf/nips/ShenCHGG18,
author = {Yelong Shen and
Jianshu Chen and
Po{-}Sen Huang and
Yuqing Guo and
Jianfeng Gao},
title = {M-Walk: Learning to Walk over Graphs using Monte Carlo Tree Search},
booktitle = {NeurIPS},
pages = {6787--6798},
year = {2018}
}
@inproceedings{DBLP:conf/nips/ZhangGGGLBD18,
author = {Yizhe Zhang and
Michel Galley and
Jianfeng Gao and
Zhe Gan and
Xiujun Li and
Chris Brockett and
Bill Dolan},
title = {Generating Informative and Diverse Conversational Responses via Adversarial
Information Maximization},
booktitle = {NeurIPS},
pages = {1815--1825},
year = {2018}
}
@inproceedings{DBLP:conf/nips/ZhangWLGH18,
author = {Minjia Zhang and
Wenhan Wang and
Xiaodong Liu and
Jianfeng Gao and
Yuxiong He},
title = {Navigating with Graph Representations for Fast and Scalable Decoding
of Neural Language Models},
booktitle = {NeurIPS},
pages = {6311--6322},
year = {2018}
}
@inproceedings{DBLP:conf/sigir/GaoG018,
author = {Jianfeng Gao and
Michel Galley and
Lihong Li},
title = {Neural Approaches to Conversational {AI}},
booktitle = {{SIGIR}},
pages = {1371--1374},
publisher = {{ACM}},
year = {2018}
}
@inproceedings{DBLP:conf/uic/GaoHLPH18,
author = {Mengqi Gao and
Jianmin Han and
Jianfeng Lu and
Hao Peng and
Zhao{-}Long Hu},
title = {Incentive Mechanism for User Collaboration on Trajectory Privacy Preservation},
booktitle = {SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI},
pages = {1976--1981},
publisher = {{IEEE}},
year = {2018}
}
@article{DBLP:journals/corr/abs-1801-06176,
author = {Baolin Peng and
Xiujun Li and
Jianfeng Gao and
Jingjing Liu and
Kam{-}Fai Wong},
title = {Integrating planning for task-completion dialogue policy learning},
journal = {CoRR},
volume = {abs/1801.06176},
year = {2018}
}
@article{DBLP:journals/corr/abs-1801-09212,
author = {Lei Wang and
Jianfeng Zhan and
Wanling Gao and
Rui Ren and
Xiwen He and
Chunjie Luo and
Gang Lu and
Jingwei Li},
title = {BOPS, Not FLOPS! {A} New Metric, Measuring Tool, and Roofline Performance
Model For Datacenter Computing},
journal = {CoRR},
volume = {abs/1801.09212},
year = {2018}
}
@article{DBLP:journals/corr/abs-1802-00699,
author = {Wanling Gao and
Lei Wang and
Jianfeng Zhan and
Chunjie Luo and
Daoyi Zheng and
Zhen Jia and
Biwei Xie and
Chen Zheng and
Qiang Yang and
Haibin Wang},
title = {Big Data Dwarfs: Towards Fully Understanding Big Data Analytics Workloads},
journal = {CoRR},
volume = {abs/1802.00699},
year = {2018}
}
@article{DBLP:journals/corr/abs-1802-04394,
author = {Yelong Shen and
Jianshu Chen and
Po{-}Sen Huang and
Yuqing Guo and
Jianfeng Gao},
title = {ReinforceWalk: Learning to Walk in Graph with Monte Carlo Tree Search},
journal = {CoRR},
volume = {abs/1802.04394},
year = {2018}
}
@article{DBLP:journals/corr/abs-1802-08254,
author = {Wanling Gao and
Jianfeng Zhan and
Lei Wang and
Chunjie Luo and
Daoyi Zheng and
Rui Ren and
Chen Zheng and
Gang Lu and
Jingwei Li and
Zheng Cao and
Shujie Zhang and
Haoning Tang},
title = {BigDataBench: {A} Dwarf-based Big Data and {AI} Benchmark Suite},
journal = {CoRR},
volume = {abs/1802.08254},
year = {2018}
}
@article{DBLP:journals/corr/abs-1804-07855,
author = {Da Tang and
Xiujun Li and
Jianfeng Gao and
Chong Wang and
Lihong Li and
Tony Jebara},
title = {Subgoal Discovery for Hierarchical Dialogue Policy Learning},
journal = {CoRR},
volume = {abs/1804.07855},
year = {2018}
}
@article{DBLP:journals/corr/abs-1804-07888,
author = {Xiaodong Liu and
Kevin Duh and
Jianfeng Gao},
title = {Stochastic Answer Networks for Natural Language Inference},
journal = {CoRR},
volume = {abs/1804.07888},
year = {2018}
}
@article{DBLP:journals/corr/abs-1805-03766,
author = {Antoine Bosselut and
Asli Celikyilmaz and
Xiaodong He and
Jianfeng Gao and
Po{-}Sen Huang and
Yejin Choi},
title = {Discourse-Aware Neural Rewards for Coherent Text Generation},
journal = {CoRR},
volume = {abs/1805.03766},
year = {2018}
}
@article{DBLP:journals/corr/abs-1806-04189,
author = {Minjia Zhang and
Xiaodong Liu and
Wenhan Wang and
Jianfeng Gao and
Yuxiong He},
title = {Navigating with Graph Representations for Fast and Scalable Decoding
of Neural Language Models},
journal = {CoRR},
volume = {abs/1806.04189},
year = {2018}
}
@article{DBLP:journals/corr/abs-1806-06183,
author = {Ryan Y. Benmalek and
Claire Cardie and
Serge J. Belongie and
Xiaodong He and
Jianfeng Gao},
title = {The Neural Painter: Multi-Turn Image Generation},
journal = {CoRR},
volume = {abs/1806.06183},
year = {2018}
}
@article{DBLP:journals/corr/abs-1807-11125,
author = {Xiujun Li and
Sarah Panda and
Jingjing Liu and
Jianfeng Gao},
title = {Microsoft Dialogue Challenge: Building End-to-End Task-Completion
Dialogue Systems},
journal = {CoRR},
volume = {abs/1807.11125},
year = {2018}
}
@article{DBLP:journals/corr/abs-1808-06740,
author = {Ziyu Yao and
Xiujun Li and
Jianfeng Gao and
Brian M. Sadler and
Huan Sun},
title = {Interactive Semantic Parsing for If-Then Recipes via Hierarchical
Reinforcement Learning},
journal = {CoRR},
volume = {abs/1808.06740},
year = {2018}
}
@article{DBLP:journals/corr/abs-1808-08512,
author = {Wanling Gao and
Jianfeng Zhan and
Lei Wang and
Chunjie Luo and
Daoyi Zheng and
Fei Tang and
Biwei Xie and
Chen Zheng and
Xu Wen and
Xiwen He and
Hainan Ye and
Rui Ren},
title = {Data Motifs: {A} Lens Towards Fully Understanding Big Data and {AI}
Workloads},
journal = {CoRR},
volume = {abs/1808.08512},
year = {2018}
}
@article{DBLP:journals/corr/abs-1808-09442,
author = {Shang{-}Yu Su and
Xiujun Li and
Jianfeng Gao and
Jingjing Liu and
Yun{-}Nung Chen},
title = {Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning},
journal = {CoRR},
volume = {abs/1808.09442},
year = {2018}
}
@article{DBLP:journals/corr/abs-1809-05972,
author = {Yizhe Zhang and
Michel Galley and
Jianfeng Gao and
Zhe Gan and
Xiujun Li and
Chris Brockett and
Bill Dolan},
title = {Generating Informative and Diverse Conversational Responses via Adversarial
Information Maximization},
journal = {CoRR},
volume = {abs/1809.05972},
year = {2018}
}
@article{DBLP:journals/corr/abs-1809-06963,
author = {Yichong Xu and
Xiaodong Liu and
Yelong Shen and
Jingjing Liu and
Jianfeng Gao},
title = {Multi-Task Learning for Machine Reading Comprehension},
journal = {CoRR},
volume = {abs/1809.06963},
year = {2018}
}
@article{DBLP:journals/corr/abs-1809-08267,
author = {Jianfeng Gao and
Michel Galley and
Lihong Li},
title = {Neural Approaches to Conversational {AI}},
journal = {CoRR},
volume = {abs/1809.08267},
year = {2018}
}
@article{DBLP:journals/corr/abs-1809-09194,
author = {Xiaodong Liu and
Wei Li and
Yuwei Fang and
Aerin Kim and
Kevin Duh and
Jianfeng Gao},
title = {Stochastic Answer Networks for SQuAD 2.0},
journal = {CoRR},
volume = {abs/1809.09194},
year = {2018}
}
@article{DBLP:journals/corr/abs-1810-09376,
author = {Wanling Gao and
Jianfeng Zhan and
Lei Wang and
Chunjie Luo and
Zhen Jia and
Daoyi Zheng and
Chen Zheng and
Xiwen He and
Hainan Ye and
Haibin Wang and
Rui Ren},
title = {Data Motif-based Proxy Benchmarks for Big Data and {AI} Workloads},
journal = {CoRR},
volume = {abs/1810.09376},
year = {2018}
}
@article{DBLP:journals/corr/abs-1810-12885,
author = {Sheng Zhang and
Xiaodong Liu and
Jingjing Liu and
Jianfeng Gao and
Kevin Duh and
Benjamin Van Durme},
title = {ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading
Comprehension},
journal = {CoRR},
volume = {abs/1810.12885},
year = {2018}
}
@article{DBLP:journals/corr/abs-1811-00511,
author = {Woon Sang Cho and
Pengchuan Zhang and
Yizhe Zhang and
Xiujun Li and
Michel Galley and
Mengdi Wang and
Jianfeng Gao},
title = {A bird's-eye view on coherence, and a worm's-eye view on cohesion},
journal = {CoRR},
volume = {abs/1811.00511},
year = {2018}
}
@article{DBLP:journals/corr/abs-1811-07550,
author = {Yuexin Wu and
Xiujun Li and
Jingjing Liu and
Jianfeng Gao and
Yiming Yang},
title = {Switch-based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion
Dialogue Policy Learning},
journal = {CoRR},
volume = {abs/1811.07550},
year = {2018}
}
@article{DBLP:journals/corr/abs-1811-10092,
author = {Xin Wang and
Qiuyuan Huang and
Asli Celikyilmaz and
Jianfeng Gao and
Dinghan Shen and
Yuan{-}Fang Wang and
William Yang Wang and
Lei Zhang},
title = {Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning
for Vision-Language Navigation},
journal = {CoRR},
volume = {abs/1811.10092},
year = {2018}
}
@article{DBLP:journals/corr/abs-1812-02784,
author = {Yitong Li and
Zhe Gan and
Yelong Shen and
Jingjing Liu and
Yu Cheng and
Yuexin Wu and
Lawrence Carin and
David E. Carlson and
Jianfeng Gao},
title = {StoryGAN: {A} Sequential Conditional {GAN} for Story Visualization},
journal = {CoRR},
volume = {abs/1812.02784},
year = {2018}
}
@article{DBLP:journals/corr/abs-1812-08352,
author = {Yu Cheng and
Zhe Gan and
Yitong Li and
Jingjing Liu and
Jianfeng Gao},
title = {Sequential Attention {GAN} for Interactive Image Editing via Dialogue},
journal = {CoRR},
volume = {abs/1812.08352},
year = {2018}
}
@article{DBLP:journals/corr/abs-1812-08989,
author = {Li Zhou and
Jianfeng Gao and
Di Li and
Heung{-}Yeung Shum},
title = {The Design and Implementation of XiaoIce, an Empathetic Social Chatbot},
journal = {CoRR},
volume = {abs/1812.08989},
year = {2018}
}
@article{DBLP:journals/access/GaoZZZ17,
author = {Tiefeng Gao and
Sen Zhang and
Songbo Zhang and
Jianfeng Zhao},
title = {A Dynamic Model and Modified One-Cycle Control of Three-Level Front-End
Rectifier for Neutral Point Voltage Balance},
journal = {{IEEE} Access},
volume = {5},
pages = {2000--2010},
year = {2017}
}
@article{DBLP:journals/chinaf/GaoMZM17,
author = {Sheng Gao and
XinDi Ma and
Jianming Zhu and
Jianfeng Ma},
title = {{APRS:} a privacy-preserving location-aware recommender system based
on differentially private histogram},
journal = {Sci. China Inf. Sci.},
volume = {60},
number = {11},
pages = {119103:1--119103:3},
year = {2017}
}
@article{DBLP:journals/chinaf/Ma0M0GXL17,
author = {XinDi Ma and
Hui Li and
Jianfeng Ma and
Qi Jiang and
Sheng Gao and
Ning Xi and
Di Lu},
title = {{APPLET:} a privacy-preserving framework for location-aware recommender
system},
journal = {Sci. China Inf. Sci.},
volume = {60},
number = {9},
pages = {92101},
year = {2017}
}
@article{DBLP:journals/ijgi/ZhuNGLY17,
author = {Jianfeng Zhu and
Yueping Nie and
Huaguang Gao and
Fang Liu and
Lijun Yu},
title = {GIS-Based Visibility Network and Defensibility Model to Reconstruct
Defensive System of the Han Dynasty in Central Xinjiang, China},
journal = {{ISPRS} Int. J. Geo Inf.},
volume = {6},
number = {8},
pages = {247},
year = {2017}
}
@article{DBLP:journals/isci/YanZLYG17,
author = {Jianfeng Yan and
Jia Zeng and
Zhi{-}Qiang Liu and
Lu Yang and
Yang Gao},
title = {Towards big topic modeling},
journal = {Inf. Sci.},
volume = {390},
pages = {15--31},
year = {2017}
}
@article{DBLP:journals/jns/GaoLL17,
author = {Yuan Gao and
Jian{-}Guo Liu and
Jianfeng Lu},
title = {Continuum Limit of a Mesoscopic Model with Elasticity of Step Motion
on Vicinal Surfaces},
journal = {J. Nonlinear Sci.},
volume = {27},
number = {3},
pages = {873--926},
year = {2017}
}
@article{DBLP:journals/siamma/GaoLL17,
author = {Yuan Gao and
Jian{-}Guo Liu and
Jianfeng Lu},
title = {Weak Solution of a Continuum Model For Vicinal Surface in The Attachment-Detachment-Limited
Regime},
journal = {{SIAM} J. Math. Anal.},
volume = {49},
number = {3},
pages = {1705--1731},
year = {2017}
}
@article{DBLP:journals/tpds/JiaZWLGJHZ17,
author = {Zhen Jia and
Jianfeng Zhan and
Lei Wang and
Chunjie Luo and
Wanling Gao and
Yi Jin and
Rui Han and
Lixin Zhang},
title = {Understanding Big Data Analytics Workloads on Modern Processors},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {28},
number = {6},
pages = {1797--1810},
year = {2017}
}
@inproceedings{DBLP:conf/acl/DhingraLLGCAD17,
author = {Bhuwan Dhingra and
Lihong Li and
Xiujun Li and
Jianfeng Gao and
Yun{-}Nung Chen and
Faisal Ahmed and
Li Deng},
title = {Towards End-to-End Reinforcement Learning of Dialogue Agents for Information
Access},
booktitle = {{ACL} {(1)}},
pages = {484--495},
publisher = {Association for Computational Linguistics},
year = {2017}
}
@inproceedings{DBLP:conf/acl/JiWTGTG17,
author = {Jianshu Ji and
Qinlong Wang and
Kristina Toutanova and
Yongen Gong and
Steven Truong and
Jianfeng Gao},
title = {A Nested Attention Neural Hybrid Model for Grammatical Error Correction},
booktitle = {{ACL} {(1)}},
pages = {753--762},
publisher = {Association for Computational Linguistics},
year = {2017}
}
@inproceedings{DBLP:conf/cikm/LiaoSSLGL17,
author = {Zhen Liao and
Xinying Song and
Yelong Shen and
Saekoo Lee and
Jianfeng Gao and
Ciya Liao},
title = {Deep Context Modeling for Web Query Entity Disambiguation},
booktitle = {{CIKM}},
pages = {1757--1765},
publisher = {{ACM}},
year = {2017}
}
@inproceedings{DBLP:conf/cvpr/GanGHGD17,
author = {Chuang Gan and
Zhe Gan and
Xiaodong He and
Jianfeng Gao and
Li Deng},
title = {StyleNet: Generating Attractive Visual Captions with Styles},
booktitle = {{CVPR}},
pages = {955--964},
publisher = {{IEEE} Computer Society},
year = {2017}
}
@inproceedings{DBLP:conf/cvpr/GanGHPTGCD17,
author = {Zhe Gan and
Chuang Gan and
Xiaodong He and
Yunchen Pu and
Kenneth Tran and
Jianfeng Gao and
Lawrence Carin and
Li Deng},
title = {Semantic Compositional Networks for Visual Captioning},
booktitle = {{CVPR}},
pages = {1141--1150},
publisher = {{IEEE} Computer Society},
year = {2017}
}
@inproceedings{DBLP:conf/emnlp/PengLLGCLW17,
author = {Baolin Peng and
Xiujun Li and
Lihong Li and
Jianfeng Gao and
Asli Celikyilmaz and
Sungjin Lee and
Kam{-}Fai Wong},
title = {Composite Task-Completion Dialogue Policy Learning via Hierarchical
Deep Reinforcement Learning},
booktitle = {{EMNLP}},
pages = {2231--2240},
publisher = {Association for Computational Linguistics},
year = {2017}
}
@inproceedings{DBLP:conf/icarm/LiuLDLLWG17,
author = {Yiqun Liu and
Hao Li and
Liang Ding and
Leilei Liu and
Tao Liu and
Jianfeng Wang and
Haibo Gao},
title = {An omnidirectional mobile operating robot based on mecanum wheel},
booktitle = {{ICARM}},
pages = {468--473},
publisher = {{IEEE}},
year = {2017}
}
@inproceedings{DBLP:conf/icassp/GanSJHCGD17,
author = {Zhe Gan and
P. D. Singh and
Ameet Joshi and
Xiaodong He and
Jianshu Chen and
Jianfeng Gao and
Li Deng},
title = {Character-level deep conflation for business data analytics},
booktitle = {{ICASSP}},
pages = {2222--2226},
publisher = {{IEEE}},
year = {2017}
}
@inproceedings{DBLP:conf/icassp/YangCHCLGD17,
author = {Xuesong Yang and
Yun{-}Nung Chen and
Dilek Hakkani{-}T{\"{u}}r and
Paul A. Crook and
Xiujun Li and
Jianfeng Gao and
Li Deng},
title = {End-to-end joint learning of natural language understanding and dialogue
manager},
booktitle = {{ICASSP}},
pages = {5690--5694},
publisher = {{IEEE}},
year = {2017}
}
@inproceedings{DBLP:conf/icccsec/LuGZLYZ17,
author = {Jianfeng Lu and
Peng Gao and
Shanqing Zhang and
Li Li and
Wenqiang Yuan and
Qili Zhou},
title = {Tampering Detection in Oral History Video Using Watermarking},
booktitle = {{ICCCS} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {10602},
pages = {98--109},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/iclr/Dieng0GP17,
author = {Adji B. Dieng and
Chong Wang and
Jianfeng Gao and
John W. Paisley},
title = {TopicRNN: {A} Recurrent Neural Network with Long-Range Semantic Dependency},
booktitle = {{ICLR} (Poster)},
publisher = {OpenReview.net},
year = {2017}
}
@inproceedings{DBLP:conf/ijcnlp/ChenG17,
author = {Yun{-}Nung Chen and
Jianfeng Gao},
title = {Open-Domain Neural Dialogue Systems},
booktitle = {{IJCNLP} (Tutorial Abstracts)},
pages = {6--10},
publisher = {Asian Federation of Natural Language Processing},
year = {2017}
}
@inproceedings{DBLP:conf/ijcnlp/LiCLGC17,
author = {Xiujun Li and
Yun{-}Nung Chen and
Lihong Li and
Jianfeng Gao and
Asli Celikyilmaz},
title = {End-to-End Task-Completion Neural Dialogue Systems},
booktitle = {{IJCNLP(1)}},
pages = {733--743},
publisher = {Asian Federation of Natural Language Processing},
year = {2017}
}
@inproceedings{DBLP:conf/ijcnlp/LuanBDGG17,
author = {Yi Luan and
Chris Brockett and
Bill Dolan and
Jianfeng Gao and
Michel Galley},
title = {Multi-Task Learning for Speaker-Role Adaptation in Neural Conversation
Models},
booktitle = {{IJCNLP(1)}},
pages = {605--614},
publisher = {Asian Federation of Natural Language Processing},
year = {2017}
}
@inproceedings{DBLP:conf/ijcnlp/MostafazadehBDG17,
author = {Nasrin Mostafazadeh and
Chris Brockett and
Bill Dolan and
Michel Galley and
Jianfeng Gao and
Georgios P. Spithourakis and
Lucy Vanderwende},
title = {Image-Grounded Conversations: Multimodal Context for Natural Question
and Response Generation},
booktitle = {{IJCNLP(1)}},
pages = {462--472},
publisher = {Asian Federation of Natural Language Processing},
year = {2017}
}
@inproceedings{DBLP:conf/ijcnlp/ShenLDG17,
author = {Yelong Shen and
Xiaodong Liu and
Kevin Duh and
Jianfeng Gao},
title = {An Empirical Analysis of Multiple-Turn Reasoning Strategies in Reading
Comprehension Tasks},
booktitle = {{IJCNLP(1)}},
pages = {957--966},
publisher = {Asian Federation of Natural Language Processing},
year = {2017}
}
@inproceedings{DBLP:conf/ipps/TianDDGRCZJWZ17,
author = {Xinhui Tian and
Shaopeng Dai and
Zhihui Du and
Wanling Gao and
Rui Ren and
Yaodong Cheng and
Zhifei Zhang and
Zhen Jia and
Peijian Wang and
Jianfeng Zhan},
title = {BigDataBench-S: An Open-Source Scientific Big Data Benchmark Suite},
booktitle = {{IPDPS} Workshops},
pages = {1068--1077},
publisher = {{IEEE} Computer Society},
year = {2017}
}
@inproceedings{DBLP:conf/kdd/ShenHGC17,
author = {Yelong Shen and
Po{-}Sen Huang and
Jianfeng Gao and
Weizhu Chen},
title = {ReasoNet: Learning to Stop Reading in Machine Comprehension},
booktitle = {{KDD}},
pages = {1047--1055},
publisher = {{ACM}},
year = {2017}
}
@inproceedings{DBLP:conf/msn/MaMGY17,
author = {XinDi Ma and
Jianfeng Ma and
Sheng Gao and
Qingsong Yao},
title = {{APDL:} {A} Practical Privacy-Preserving Deep Learning Model for Smart
Devices},
booktitle = {{MSN}},
series = {Communications in Computer and Information Science},
volume = {747},
pages = {377--390},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/nana/GaoXGL17,
author = {Kai Gao and
Changqiao Xu and
Jianfeng Guan and
Yang Liu},
title = {A Survey of Multipath Transport Mechanism in Software Defined Network},
booktitle = {NaNA},
pages = {320--325},
publisher = {{IEEE} Computer Society},
year = {2017}
}
@inproceedings{DBLP:conf/rep4nlp/ShenHCG17,
author = {Yelong Shen and
Po{-}Sen Huang and
Ming{-}Wei Chang and
Jianfeng Gao},
title = {Modeling Large-Scale Structured Relationships with Shared Memory for
Knowledge Base Completion},
booktitle = {Rep4NLP@ACL},
pages = {57--68},
publisher = {Association for Computational Linguistics},
year = {2017}
}
@article{DBLP:journals/corr/GanSJHCGD17,
author = {Zhe Gan and
P. D. Singh and
Ameet Joshi and
Xiaodong He and
Jianshu Chen and
Jianfeng Gao and
Li Deng},
title = {Character-level Deep Conflation for Business Data Analytics},
journal = {CoRR},
volume = {abs/1702.02640},
year = {2017}
}
@article{DBLP:journals/corr/GhazvininejadBC17,
author = {Marjan Ghazvininejad and
Chris Brockett and
Ming{-}Wei Chang and
Bill Dolan and
Jianfeng Gao and
Wen{-}tau Yih and
Michel Galley},
title = {A Knowledge-Grounded Neural Conversation Model},
journal = {CoRR},
volume = {abs/1702.01932},
year = {2017}
}
@article{DBLP:journals/corr/JiWTGTG17,
author = {Jianshu Ji and
Qinlong Wang and
Kristina Toutanova and
Yongen Gong and
Steven Truong and
Jianfeng Gao},
title = {A Nested Attention Neural Hybrid Model for Grammatical Error Correction},
journal = {CoRR},
volume = {abs/1707.02026},
year = {2017}
}
@article{DBLP:journals/corr/LiCLG17,
author = {Xiujun Li and
Yun{-}Nung Chen and
Lihong Li and
Jianfeng Gao},
title = {End-to-End Task-Completion Neural Dialogue Systems},
journal = {CoRR},
volume = {abs/1703.01008},
year = {2017}
}
@article{DBLP:journals/corr/LiCLGC17,
author = {Xiujun Li and
Yun{-}Nung Chen and
Lihong Li and
Jianfeng Gao and
Asli Celikyilmaz},
title = {Investigation of Language Understanding Impact for Reinforcement Learning
Based Dialogue Systems},
journal = {CoRR},
volume = {abs/1703.07055},
year = {2017}
}
@article{DBLP:journals/corr/MostafazadehBDG17,
author = {Nasrin Mostafazadeh and
Chris Brockett and
Bill Dolan and
Michel Galley and
Jianfeng Gao and
Georgios P. Spithourakis and
Lucy Vanderwende},
title = {Image-Grounded Conversations: Multimodal Context for Natural Question
and Response Generation},
journal = {CoRR},
volume = {abs/1701.08251},
year = {2017}
}
@article{DBLP:journals/corr/PengLLGCLW17,
author = {Baolin Peng and
Xiujun Li and
Lihong Li and
Jianfeng Gao and
Asli Celikyilmaz and
Sungjin Lee and
Kam{-}Fai Wong},
title = {Composite Task-Completion Dialogue System via Hierarchical Deep Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1704.03084},
year = {2017}
}
@article{DBLP:journals/corr/abs-1710-07388,
author = {Yi Luan and
Chris Brockett and
Bill Dolan and
Jianfeng Gao and
Michel Galley},
title = {Multi-Task Learning for Speaker-Role Adaptation in Neural Conversation
Models},
journal = {CoRR},
volume = {abs/1710.07388},
year = {2017}
}
@article{DBLP:journals/corr/abs-1710-11277,
author = {Baolin Peng and
Xiujun Li and
Jianfeng Gao and
Jingjing Liu and
Yun{-}Nung Chen and
Kam{-}Fai Wong},
title = {Adversarial Advantage Actor-Critic Model for Task-Completion Dialogue
Policy Learning},
journal = {CoRR},
volume = {abs/1710.11277},
year = {2017}
}
@article{DBLP:journals/corr/abs-1711-03229,
author = {Wanling Gao and
Lei Wang and
Jianfeng Zhan and
Chunjie Luo and
Daoyi Zheng and
Zhen Jia and
Biwei Xie and
Chen Zheng and
Qiang Yang and
Haibin Wang},
title = {A Dwarf-based Scalable Big Data Benchmarking Methodology},
journal = {CoRR},
volume = {abs/1711.03229},
year = {2017}
}
@article{DBLP:journals/corr/abs-1711-03230,
author = {Yelong Shen and
Xiaodong Liu and
Kevin Duh and
Jianfeng Gao},
title = {An Empirical Analysis of Multiple-Turn Reasoning Strategies in Reading
Comprehension Tasks},
journal = {CoRR},
volume = {abs/1711.03230},
year = {2017}
}
@article{DBLP:journals/corr/abs-1711-04964,
author = {Yichong Xu and
Jingjing Liu and
Jianfeng Gao and
Yelong Shen and
Xiaodong Liu},
title = {Towards Human-level Machine Reading Comprehension: Reasoning and Inference
with Multiple Strategies},
journal = {CoRR},
volume = {abs/1711.04964},
year = {2017}
}
@article{DBLP:journals/corr/abs-1711-06288,
author = {Jianbo Chen and
Yelong Shen and
Jianfeng Gao and
Jingjing Liu and
Xiaodong Liu},
title = {Language-Based Image Editing with Recurrent Attentive Models},
journal = {CoRR},
volume = {abs/1711.06288},
year = {2017}
}
@article{DBLP:journals/corr/abs-1711-07044,
author = {Qingsheng Luo and
Chenyang Zhou and
Yan Jia and
Jianfeng Gao and
Fangzheng Liu},
title = {CPG-Based Control Scheme for Quadruped Robot to Withstand the Lateral
Impact},
journal = {CoRR},
volume = {abs/1711.07044},
year = {2017}
}
@article{DBLP:journals/corr/abs-1712-03556,
author = {Xiaodong Liu and
Yelong Shen and
Kevin Duh and
Jianfeng Gao},
title = {Stochastic Answer Networks for Machine Reading Comprehension},
journal = {CoRR},
volume = {abs/1712.03556},
year = {2017}
}
@article{DBLP:journals/jvca/LiuZWQZG16,
author = {Ning Liu and
Dengming Zhu and
Zhaoqi Wang and
Hong Qin and
Jianfeng Zhan and
Jinzhu Gao},
title = {Pipelining image compositing in heterogeneous networking environments},
journal = {Comput. Animat. Virtual Worlds},
volume = {27},
number = {3-4},
pages = {385--393},
year = {2016}
}
@article{DBLP:journals/soco/WangMG016,
author = {Jianfeng Wang and
Meixia Miao and
Yaqian Gao and
Xiaofeng Chen},
title = {Enabling efficient approximate nearest neighbor search for outsourced
database in cloud computing},
journal = {Soft Comput.},
volume = {20},
number = {11},
pages = {4487--4495},
year = {2016}
}
@article{DBLP:journals/taslp/PalangiDSGHCSW16,
author = {Hamid Palangi and
Li Deng and
Yelong Shen and
Jianfeng Gao and
Xiaodong He and
Jianshu Chen and
Xinying Song and
Rabab K. Ward},
title = {Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis
and Application to Information Retrieval},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {24},
number = {4},
pages = {694--707},
year = {2016}
}
@inproceedings{DBLP:conf/acl/HeCHGLDO16,
author = {Ji He and
Jianshu Chen and
Xiaodong He and
Jianfeng Gao and
Lihong Li and
Li Deng and
Mari Ostendorf},
title = {Deep Reinforcement Learning with a Natural Language Action Space},
booktitle = {{ACL} {(1)}},
publisher = {The Association for Computer Linguistics},
year = {2016}
}
@inproceedings{DBLP:conf/acl/LiGBSGD16,
author = {Jiwei Li and
Michel Galley and
Chris Brockett and
Georgios P. Spithourakis and
Jianfeng Gao and
William B. Dolan},
title = {A Persona-Based Neural Conversation Model},
booktitle = {{ACL} {(1)}},
publisher = {The Association for Computer Linguistics},
year = {2016}
}
@inproceedings{DBLP:conf/cvpr/YangHGDS16,
author = {Zichao Yang and
Xiaodong He and
Jianfeng Gao and
Li Deng and
Alexander J. Smola},
title = {Stacked Attention Networks for Image Question Answering},
booktitle = {{CVPR}},
pages = {21--29},
publisher = {{IEEE} Computer Society},
year = {2016}
}
@inproceedings{DBLP:conf/eccv/GuoZHHG16,
author = {Yandong Guo and
Lei Zhang and
Yuxiao Hu and
Xiaodong He and
Jianfeng Gao},
title = {MS-Celeb-1M: {A} Dataset and Benchmark for Large-Scale Face Recognition},
booktitle = {{ECCV} {(3)}},
series = {Lecture Notes in Computer Science},
volume = {9907},
pages = {87--102},
publisher = {Springer},
year = {2016}
}
@inproceedings{DBLP:conf/ei-imawm/Guo0H0G16,
author = {Yandong Guo and
Lei Zhang and
Yuxiao Hu and
Xiaodong He and
Jianfeng Gao},
title = {MS-Celeb-1M: Challenge of Recognizing One Million Celebrities in the
Real World},
booktitle = {{IMAWM}},
pages = {1--6},
publisher = {Society for Imaging Science and Technology},
year = {2016}
}
@inproceedings{DBLP:conf/emnlp/ChengFHGD16,
author = {Hao Cheng and
Hao Fang and
Xiaodong He and
Jianfeng Gao and
Li Deng},
title = {Bi-directional Attention with Agreement for Dependency Parsing},
booktitle = {{EMNLP}},
pages = {2204--2214},
publisher = {The Association for Computational Linguistics},
year = {2016}
}
@inproceedings{DBLP:conf/emnlp/HeOHCGLD16,
author = {Ji He and
Mari Ostendorf and
Xiaodong He and
Jianshu Chen and
Jianfeng Gao and
Lihong Li and
Li Deng},
title = {Deep Reinforcement Learning with a Combinatorial Action Space for
Predicting Popular Reddit Threads},
booktitle = {{EMNLP}},
pages = {1838--1848},
publisher = {The Association for Computational Linguistics},
year = {2016}
}
@inproceedings{DBLP:conf/emnlp/LiMRJGG16,
author = {Jiwei Li and
Will Monroe and
Alan Ritter and
Dan Jurafsky and
Michel Galley and
Jianfeng Gao},
title = {Deep Reinforcement Learning for Dialogue Generation},
booktitle = {{EMNLP}},
pages = {1192--1202},
publisher = {The Association for Computational Linguistics},
year = {2016}
}
@inproceedings{DBLP:conf/icassp/ChenHHXGD16,
author = {Jianshu Chen and
Ji He and
Xiaodong He and
Lin Xiao and
Jianfeng Gao and
Li Deng},
title = {Interpreting the prediction process of a deep network constructed
from supervised topic models},
booktitle = {{ICASSP}},
pages = {2429--2433},
publisher = {{IEEE}},
year = {2016}
}
@inproceedings{DBLP:conf/interspeech/ChenHTGD16,
author = {Yun{-}Nung Chen and
Dilek Hakkani{-}T{\"{u}}r and
G{\"{o}}khan T{\"{u}}r and
Jianfeng Gao and
Li Deng},
title = {End-to-End Memory Networks with Knowledge Carryover for Multi-Turn
Spoken Language Understanding},
booktitle = {{INTERSPEECH}},
pages = {3245--3249},
publisher = {{ISCA}},
year = {2016}
}
@inproceedings{DBLP:conf/interspeech/Hakkani-TurTCCG16,
author = {Dilek Hakkani{-}T{\"{u}}r and
G{\"{o}}khan T{\"{u}}r and
Asli Celikyilmaz and
Yun{-}Nung Chen and
Jianfeng Gao and
Li Deng and
Ye{-}Yi Wang},
title = {Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional {RNN-LSTM}},
booktitle = {{INTERSPEECH}},
pages = {715--719},
publisher = {{ISCA}},
year = {2016}
}
@inproceedings{DBLP:conf/naacl/LiGBGD16,
author = {Jiwei Li and
Michel Galley and
Chris Brockett and
Jianfeng Gao and
Bill Dolan},
title = {A Diversity-Promoting Objective Function for Neural Conversation Models},
booktitle = {{HLT-NAACL}},
pages = {110--119},
publisher = {The Association for Computational Linguistics},
year = {2016}
}
@inproceedings{DBLP:conf/nips/NguyenRSGTMD16,
author = {Tri Nguyen and
Mir Rosenberg and
Xia Song and
Jianfeng Gao and
Saurabh Tiwary and
Rangan Majumder and
Li Deng},
title = {{MS} {MARCO:} {A} Human Generated MAchine Reading COmprehension Dataset},
booktitle = {CoCo@NIPS},
series = {{CEUR} Workshop Proceedings},
volume = {1773},
publisher = {CEUR-WS.org},
year = {2016}
}
@inproceedings{DBLP:conf/nips/ShenHGC16,
author = {Yelong Shen and
Po{-}Sen Huang and
Jianfeng Gao and
Weizhu Chen},
title = {ReasoNet: Learning to Stop Reading in Machine Comprehension},
booktitle = {CoCo@NIPS},
series = {{CEUR} Workshop Proceedings},
volume = {1773},
publisher = {CEUR-WS.org},
year = {2016}
}
@inproceedings{DBLP:conf/sigir/ZhangWSG16,
author = {Zhiwei Zhang and
Qifan Wang and
Luo Si and
Jianfeng Gao},
title = {Learning for Efficient Supervised Query Expansion via Two-stage Feature
Selection},
booktitle = {{SIGIR}},
pages = {265--274},
publisher = {{ACM}},
year = {2016}
}
@inproceedings{DBLP:conf/slt/ChenHTCGD16,
author = {Yun{-}Nung Chen and
Dilek Hakanni{-}Tur and
G{\"{o}}khan T{\"{u}}r and
Asli Celikyilmaz and
Jianfeng Gao and
Li Deng},
title = {Syntax or semantics? knowledge-guided joint semantic frame parsing},
booktitle = {{SLT}},
pages = {348--355},
publisher = {{IEEE}},
year = {2016}
}
@inproceedings{DBLP:conf/wsdm/GoyalGDC16,
author = {Amit Goyal and
Jianfeng Gao and
Hongbo Deng and
Yi Chang},
title = {Query Understanding for Search on All Devices at {WSDM} 2016},
booktitle = {{WSDM}},
pages = {691--692},
publisher = {{ACM}},
year = {2016}
}
@inproceedings{DBLP:journals/corr/LeeHYGDS15,
author = {Moontae Lee and
Xiaodong He and
Wen{-}tau Yih and
Jianfeng Gao and
Li Deng and
Paul Smolensky},
title = {Reasoning in Vector Space: An Exploratory Study of Question Answering},
booktitle = {{ICLR} (Poster)},
year = {2016}
}
@article{DBLP:journals/corr/ChenHHGD16,
author = {Jianshu Chen and
Po{-}Sen Huang and
Xiaodong He and
Jianfeng Gao and
Li Deng},
title = {Unsupervised Learning of Predictors from Unpaired Input-Output Samples},
journal = {CoRR},
volume = {abs/1606.04646},
year = {2016}
}
@article{DBLP:journals/corr/ChenHTCGD16,
author = {Yun{-}Nung Chen and
Dilek Hakkani{-}T{\"{u}}r and
G{\"{o}}khan T{\"{u}}r and
Asli Celikyilmaz and
Jianfeng Gao and
Li Deng},
title = {Knowledge as a Teacher: Knowledge-Guided Structural Attention Networks},
journal = {CoRR},
volume = {abs/1609.03286},
year = {2016}
}
@article{DBLP:journals/corr/ChengFHGD16,
author = {Hao Cheng and
Hao Fang and
Xiaodong He and
Jianfeng Gao and
Li Deng},
title = {Bi-directional Attention with Agreement for Dependency Parsing},
journal = {CoRR},
volume = {abs/1608.02076},
year = {2016}
}
@article{DBLP:journals/corr/DhingraLLGCAD16,
author = {Bhuwan Dhingra and
Lihong Li and
Xiujun Li and
Jianfeng Gao and
Yun{-}Nung Chen and
Faisal Ahmed and
Li Deng},
title = {End-to-End Reinforcement Learning of Dialogue Agents for Information
Access},
journal = {CoRR},
volume = {abs/1609.00777},
year = {2016}
}
@article{DBLP:journals/corr/DiengWGP16,
author = {Adji B. Dieng and
Chong Wang and
Jianfeng Gao and
John W. Paisley},
title = {TopicRNN: {A} Recurrent Neural Network with Long-Range Semantic Dependency},
journal = {CoRR},
volume = {abs/1611.01702},
year = {2016}
}
@article{DBLP:journals/corr/GanGHPTGCD16,
author = {Zhe Gan and
Chuang Gan and
Xiaodong He and
Yunchen Pu and
Kenneth Tran and
Jianfeng Gao and
Lawrence Carin and
Li Deng},
title = {Semantic Compositional Networks for Visual Captioning},
journal = {CoRR},
volume = {abs/1611.08002},
year = {2016}
}
@article{DBLP:journals/corr/GuoZHHG16,
author = {Yandong Guo and
Lei Zhang and
Yuxiao Hu and
Xiaodong He and
Jianfeng Gao},
title = {MS-Celeb-1M: {A} Dataset and Benchmark for Large-Scale Face Recognition},
journal = {CoRR},
volume = {abs/1607.08221},
year = {2016}
}
@article{DBLP:journals/corr/HeOHCGLD16,
author = {Ji He and
Mari Ostendorf and
Xiaodong He and
Jianshu Chen and
Jianfeng Gao and
Lihong Li and
Li Deng},
title = {Deep Reinforcement Learning with a Combinatorial Action Space for
Predicting and Tracking Popular Discussion Threads},
journal = {CoRR},
volume = {abs/1606.03667},
year = {2016}
}
@article{DBLP:journals/corr/LiGBGD16,
author = {Jiwei Li and
Michel Galley and
Chris Brockett and
Jianfeng Gao and
Bill Dolan},
title = {A Persona-Based Neural Conversation Model},
journal = {CoRR},
volume = {abs/1603.06155},
year = {2016}
}
@article{DBLP:journals/corr/LiLDLGC16,
author = {Xiujun Li and
Zachary C. Lipton and
Bhuwan Dhingra and
Lihong Li and
Jianfeng Gao and
Yun{-}Nung Chen},
title = {A User Simulator for Task-Completion Dialogues},
journal = {CoRR},
volume = {abs/1612.05688},
year = {2016}
}
@article{DBLP:journals/corr/LiMRGGJ16,
author = {Jiwei Li and
Will Monroe and
Alan Ritter and
Michel Galley and
Jianfeng Gao and
Dan Jurafsky},
title = {Deep Reinforcement Learning for Dialogue Generation},
journal = {CoRR},
volume = {abs/1606.01541},
year = {2016}
}
@article{DBLP:journals/corr/LiptonGLCD16,
author = {Zachary C. Lipton and
Jianfeng Gao and
Lihong Li and
Jianshu Chen and
Li Deng},
title = {Combating Reinforcement Learning's Sisyphean Curse with Intrinsic
Fear},
journal = {CoRR},
volume = {abs/1611.01211},
year = {2016}
}
@article{DBLP:journals/corr/LiptonGLLAD16,
author = {Zachary C. Lipton and
Jianfeng Gao and
Lihong Li and
Xiujun Li and
Faisal Ahmed and
Li Deng},
title = {Efficient Exploration for Dialog Policy Learning with Deep {BBQ} Networks
{\textbackslash}{\&} Replay Buffer Spiking},
journal = {CoRR},
volume = {abs/1608.05081},
year = {2016}
}
@article{DBLP:journals/corr/NguyenRSGTMD16,
author = {Tri Nguyen and
Mir Rosenberg and
Xia Song and
Jianfeng Gao and
Saurabh Tiwary and
Rangan Majumder and
Li Deng},
title = {{MS} {MARCO:} {A} Human Generated MAchine Reading COmprehension Dataset},
journal = {CoRR},
volume = {abs/1611.09268},
year = {2016}
}
@article{DBLP:journals/corr/ShenHCG16,
author = {Yelong Shen and
Po{-}Sen Huang and
Ming{-}Wei Chang and
Jianfeng Gao},
title = {Implicit ReasoNet: Modeling Large-Scale Structured Relationships with
Shared Memory},
journal = {CoRR},
volume = {abs/1611.04642},
year = {2016}
}
@article{DBLP:journals/corr/ShenHGC16,
author = {Yelong Shen and
Po{-}Sen Huang and
Jianfeng Gao and
Weizhu Chen},
title = {ReasoNet: Learning to Stop Reading in Machine Comprehension},
journal = {CoRR},
volume = {abs/1609.05284},
year = {2016}
}
@article{DBLP:journals/corr/SmolenskyLHYGD16,
author = {Paul Smolensky and
Moontae Lee and
Xiaodong He and
Wen{-}tau Yih and
Jianfeng Gao and
Li Deng},
title = {Basic Reasoning with Tensor Product Representations},
journal = {CoRR},
volume = {abs/1601.02745},
year = {2016}
}
@article{DBLP:journals/corr/YangCHCLGD16,
author = {Xuesong Yang and
Yun{-}Nung Chen and
Dilek Hakkani{-}T{\"{u}}r and
Paul A. Crook and
Xiujun Li and
Jianfeng Gao and
Li Deng},
title = {End-to-End Joint Learning of Natural Language Understanding and Dialogue
Manager},
journal = {CoRR},
volume = {abs/1612.00913},
year = {2016}
}
@article{DBLP:journals/chinaf/GaoMLM15,
author = {Cong Gao and
Jianfeng Ma and
Zhiquan Liu and
XinDi Ma},
title = {An approach to quality assessment for web service selection based
on the analytic hierarchy process for cases of incomplete information},
journal = {Sci. China Inf. Sci.},
volume = {58},
number = {12},
pages = {1--14},
year = {2015}
}
@article{DBLP:journals/ijcvr/LuoGZH15,
author = {Qingsheng Luo and
Jianfeng Gao and
Chenyang Zhou and
Yansong Huang},
title = {The structural design, simulation analysis and parameter optimisation
of the cheetah robot's leg components},
journal = {Int. J. Comput. Vis. Robotics},
volume = {5},
number = {1},
pages = {23--36},
year = {2015}
}
@article{DBLP:journals/ijdsn/GaoMZ15,
author = {Cong Gao and
Jianfeng Ma and
Shangwei Zhang},
title = {A Collaborative Self-Governing Privacy-Preserving Wireless Sensor
Network Architecture Based on Location Optimization for Dynamic Service
Discovery in {MANET} Environment},
journal = {Int. J. Distributed Sens. Networks},
volume = {11},
pages = {456146:1--456146:21},
year = {2015}
}
@article{DBLP:journals/jcisd/XuDCGPL15,
author = {Youjun Xu and
Ziwei Dai and
Fangjin Chen and
Shuaishi Gao and
Jianfeng Pei and
Luhua Lai},
title = {Deep Learning for Drug-Induced Liver Injury},
journal = {J. Chem. Inf. Model.},
volume = {55},
number = {10},
pages = {2085--2093},
year = {2015}
}
@article{DBLP:journals/jsjkx/GaoYL15,
author = {Yang Gao and
Jianfeng Yan and
Xiaosheng Liu},
title = {{\unicode{26420}}{\unicode{32032}}{\unicode{24182}}{\unicode{34892}}LDA
(Na{\unicode{58731}}ve Parallel {LDA)}},
journal = {{\unicode{35745}}{\unicode{31639}}{\unicode{26426}}{\unicode{31185}}{\unicode{23398}}},
volume = {42},
number = {6},
pages = {243--246},
year = {2015}
}
@article{DBLP:journals/jsjkx/GaoYLY15,
author = {Yang Gao and
Lu Yang and
Xiaosheng Liu and
Jianfeng Yan},
title = {LDA{\unicode{35821}}{\unicode{20041}}{\unicode{29702}}{\unicode{35299}}{\unicode{30740}}{\unicode{31350}}
(Study of Semantic Understanding by {LDA)}},
journal = {{\unicode{35745}}{\unicode{31639}}{\unicode{26426}}{\unicode{31185}}{\unicode{23398}}},
volume = {42},
number = {8},
pages = {279--282},
year = {2015}
}
@article{DBLP:journals/soco/YanZGL15,
author = {Jianfeng Yan and
Jia Zeng and
Yang Gao and
Zhi{-}Qiang Liu},
title = {Communication-efficient algorithms for parallel latent Dirichlet allocation},
journal = {Soft Comput.},
volume = {19},
number = {1},
pages = {3--11},
year = {2015}
}
@article{DBLP:journals/tc/LuZWYGWQ15,
author = {Gang Lu and
Jianfeng Zhan and
Haining Wang and
Lin Yuan and
Yunwei Gao and
Chuliang Weng and
Yong Qi},
title = {PowerTracer: Tracing Requests in Multi-Tier Services to Reduce Energy
Inefficiency},
journal = {{IEEE} Trans. Computers},
volume = {64},
number = {5},
pages = {1389--1401},
year = {2015}
}
@article{DBLP:journals/transci/ZhengGYS15,
author = {Jianfeng Zheng and
Ziyou Gao and
Dong Yang and
Zhuo Sun},
title = {Network Design and Capacity Exchange for Liner Alliances with Fixed
and Variable Container Demands},
journal = {Transp. Sci.},
volume = {49},
number = {4},
pages = {886--899},
year = {2015}
}
@article{DBLP:journals/wicomm/GaoMSZ15,
author = {Sheng Gao and
Jianfeng Ma and
Weisong Shi and
Guoxing Zhan},
title = {{LTPPM:} a location and trajectory privacy protection mechanism in
participatory sensing},
journal = {Wirel. Commun. Mob. Comput.},
volume = {15},
number = {1},
pages = {155--169},
year = {2015}
}
@inproceedings{DBLP:conf/acl/GalleyBSJAQMGD15,
author = {Michel Galley and
Chris Brockett and
Alessandro Sordoni and
Yangfeng Ji and
Michael Auli and
Chris Quirk and
Margaret Mitchell and
Jianfeng Gao and
Bill Dolan},
title = {deltaBLEU: {A} Discriminative Metric for Generation Tasks with Intrinsically
Diverse Targets},
booktitle = {{ACL} {(2)}},
pages = {445--450},
publisher = {The Association for Computer Linguistics},
year = {2015}
}
@inproceedings{DBLP:conf/acl/YihCHG15,
author = {Wen{-}tau Yih and
Ming{-}Wei Chang and
Xiaodong He and
Jianfeng Gao},
title = {Semantic Parsing via Staged Query Graph Generation: Question Answering
with Knowledge Base},
booktitle = {{ACL} {(1)}},
pages = {1321--1331},
publisher = {The Association for Computer Linguistics},
year = {2015}
}
@inproceedings{DBLP:conf/cvpr/FangGISDDGHMPZZ15,
author = {Hao Fang and
Saurabh Gupta and
Forrest N. Iandola and
Rupesh Kumar Srivastava and
Li Deng and
Piotr Doll{\'{a}}r and
Jianfeng Gao and
Xiaodong He and
Margaret Mitchell and
John C. Platt and
C. Lawrence Zitnick and
Geoffrey Zweig},
title = {From captions to visual concepts and back},
booktitle = {{CVPR}},
pages = {1473--1482},
publisher = {{IEEE} Computer Society},
year = {2015}
}
@inproceedings{DBLP:conf/icdm/ShenJCHGD15,
author = {Yelong Shen and
Ruoming Jin and
Jianshu Chen and
Xiaodong He and
Jianfeng Gao and
Li Deng},
title = {A Deep Embedding Model for Co-occurrence Learning},
booktitle = {{ICDM} Workshops},
pages = {631--638},
publisher = {{IEEE} Computer Society},
year = {2015}
}
@inproceedings{DBLP:conf/iecon/GaoZ15,
author = {Tiefeng Gao and
Jianfeng Zhao},
title = {Dynamic model for {VIENNA} rectifier operating in continuous and discontinuous
conduction mode},
booktitle = {{IECON}},
pages = {977--982},
publisher = {{IEEE}},
year = {2015}
}
@inproceedings{DBLP:conf/naacl/LiuGHDDW15,
author = {Xiaodong Liu and
Jianfeng Gao and
Xiaodong He and
Li Deng and
Kevin Duh and
Ye{-}Yi Wang},
title = {Representation Learning Using Multi-Task Deep Neural Networks for
Semantic Classification and Information Retrieval},
booktitle = {{HLT-NAACL}},
pages = {912--921},
publisher = {The Association for Computational Linguistics},
year = {2015}
}
@inproceedings{DBLP:conf/naacl/SordoniGABJMNGD15,
author = {Alessandro Sordoni and
Michel Galley and
Michael Auli and
Chris Brockett and
Yangfeng Ji and
Margaret Mitchell and
Jian{-}Yun Nie and
Jianfeng Gao and
Bill Dolan},
title = {A Neural Network Approach to Context-Sensitive Generation of Conversational
Responses},
booktitle = {{HLT-NAACL}},
pages = {196--205},
publisher = {The Association for Computational Linguistics},
year = {2015}
}
@inproceedings{DBLP:conf/naacl/YihHG15,
author = {Wen{-}tau Yih and
Xiaodong He and
Jianfeng Gao},
title = {Deep Learning and Continuous Representations for Natural Language
Processing},
booktitle = {{HLT-NAACL}},
pages = {6--8},
publisher = {The Association for Computational Linguistics},
year = {2015}
}
@inproceedings{DBLP:conf/nips/ChenHSXHGSD15,
author = {Jianshu Chen and
Ji He and
Yelong Shen and
Lin Xiao and
Xiaodong He and
Jianfeng Gao and
Xinying Song and
Li Deng},
title = {End-to-end Learning of {LDA} by Mirror-Descent Back Propagation over
a Deep Architecture},
booktitle = {{NIPS}},
pages = {1765--1773},
year = {2015}
}
@inproceedings{DBLP:conf/pakdd/GaoSWLYZ15,
author = {Yang Gao and
Zhenlong Sun and
Yi Wang and
Xiaosheng Liu and
Jianfeng Yan and
Jia Zeng},
title = {A Comparative Study on Parallel {LDA} Algorithms in MapReduce Framework},
booktitle = {{PAKDD} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {9078},
pages = {675--689},
publisher = {Springer},
year = {2015}
}
@inproceedings{DBLP:conf/sigmod/LiBCGM15,
author = {Hui Li and
Sourav S. Bhowmick and
Jiangtao Cui and
Yunjun Gao and
Jianfeng Ma},
title = {GetReal: Towards Realistic Selection of Influence Maximization Strategies
in Competitive Networks},
booktitle = {{SIGMOD} Conference},
pages = {1525--1537},
publisher = {{ACM}},
year = {2015}
}
@inproceedings{DBLP:journals/corr/YangYHGD14a,
author = {Bishan Yang and
Wen{-}tau Yih and
Xiaodong He and
Jianfeng Gao and
Li Deng},
title = {Embedding Entities and Relations for Learning and Inference in Knowledge
Bases},
booktitle = {{ICLR} (Poster)},
year = {2015}
}
@article{DBLP:journals/corr/ChenHSXHGSD15,
author = {Jianshu Chen and
Ji He and
Yelong Shen and
Lin Xiao and
Xiaodong He and
Jianfeng Gao and
Xinying Song and
Li Deng},
title = {End-to-end Learning of Latent Dirichlet Allocation by Mirror-Descent
Back Propagation},
journal = {CoRR},
volume = {abs/1508.03398},
year = {2015}
}
@article{DBLP:journals/corr/GalleyBSJAQMGD15,
author = {Michel Galley and
Chris Brockett and
Alessandro Sordoni and
Yangfeng Ji and
Michael Auli and
Chris Quirk and
Margaret Mitchell and
Jianfeng Gao and
Bill Dolan},
title = {deltaBLEU: {A} Discriminative Metric for Generation Tasks with Intrinsically
Diverse Targets},
journal = {CoRR},
volume = {abs/1506.06863},
year = {2015}
}
@article{DBLP:journals/corr/GaoLZYH0ZT15,
author = {Wanling Gao and
Chunjie Luo and
Jianfeng Zhan and
Hainan Ye and
Xiwen He and
Lei Wang and
Yuqing Zhu and
Xinhui Tian},
title = {Identifying Dwarfs Workloads in Big Data Analytics},
journal = {CoRR},
volume = {abs/1505.06872},
year = {2015}
}
@article{DBLP:journals/corr/HeCHGLDO15,
author = {Ji He and
Jianshu Chen and
Xiaodong He and
Jianfeng Gao and
Lihong Li and
Li Deng and
Mari Ostendorf},
title = {Deep Reinforcement Learning with an Unbounded Action Space},
journal = {CoRR},
volume = {abs/1511.04636},
year = {2015}
}
@article{DBLP:journals/corr/LiGBGD15,
author = {Jiwei Li and
Michel Galley and
Chris Brockett and
Jianfeng Gao and
Bill Dolan},
title = {A Diversity-Promoting Objective Function for Neural Conversation Models},
journal = {CoRR},
volume = {abs/1510.03055},
year = {2015}
}
@article{DBLP:journals/corr/LiLGHCDH15,
author = {Xiujun Li and
Lihong Li and
Jianfeng Gao and
Xiaodong He and
Jianshu Chen and
Li Deng and
Ji He},
title = {Recurrent Reinforcement Learning: {A} Hybrid Approach},
journal = {CoRR},
volume = {abs/1509.03044},
year = {2015}
}
@article{DBLP:journals/corr/PalangiDSGHCSW15,
author = {Hamid Palangi and
Li Deng and
Yelong Shen and
Jianfeng Gao and
Xiaodong He and
Jianshu Chen and
Xinying Song and
Rabab K. Ward},
title = {Deep Sentence Embedding Using the Long Short Term Memory Network:
Analysis and Application to Information Retrieval},
journal = {CoRR},
volume = {abs/1502.06922},
year = {2015}
}
@article{DBLP:journals/corr/ShenJCHGD15,
author = {Yelong Shen and
Ruoming Jin and
Jianshu Chen and
Xiaodong He and
Jianfeng Gao and
Li Deng},
title = {A Deep Embedding Model for Co-occurrence Learning},
journal = {CoRR},
volume = {abs/1504.02824},
year = {2015}
}
@article{DBLP:journals/corr/SordoniGABJMNGD15,
author = {Alessandro Sordoni and
Michel Galley and
Michael Auli and
Chris Brockett and
Yangfeng Ji and
Margaret Mitchell and
Jian{-}Yun Nie and
Jianfeng Gao and
Bill Dolan},
title = {A Neural Network Approach to Context-Sensitive Generation of Conversational
Responses},
journal = {CoRR},
volume = {abs/1506.06714},
year = {2015}
}
@article{DBLP:journals/corr/YangHGDS15,
author = {Zichao Yang and
Xiaodong He and
Jianfeng Gao and
Li Deng and
Alexander J. Smola},
title = {Stacked Attention Networks for Image Question Answering},
journal = {CoRR},
volume = {abs/1511.02274},
year = {2015}
}
@article{DBLP:journals/chinaf/SunXGCM14,
author = {Cong Sun and
Ning Xi and
Sheng Gao and
Zhong Chen and
Jianfeng Ma},
title = {Automated enforcement for relaxed information release with reference
points},
journal = {Sci. China Inf. Sci.},
volume = {57},
number = {11},
pages = {1--19},
year = {2014}
}
@article{DBLP:journals/jnca/GaoMSL14,
author = {Sheng Gao and
Jianfeng Ma and
Cong Sun and
Xinghua Li},
title = {Balancing trajectory privacy and data utility using a personalized
anonymization model},
journal = {J. Netw. Comput. Appl.},
volume = {38},
pages = {125--134},
year = {2014}
}
@article{DBLP:journals/tmi/CaiJGJSZ14,
author = {Jian{-}Feng Cai and
Xun Jia and
Hao Gao and
Steve B. Jiang and
Zuowei Shen and
Hongkai Zhao},
title = {Cine Cone Beam {CT} Reconstruction Using Low-Rank Matrix Factorization:
Algorithm and a Proof-of-Principle Study},
journal = {{IEEE} Trans. Medical Imaging},
volume = {33},
number = {8},
pages = {1581--1591},
year = {2014}
}
@inproceedings{DBLP:conf/aaai/XuGXR14,
author = {Tianbing Xu and
Jianfeng Gao and
Lin Xiao and
Amelia C. Regan},
title = {Online Classification Using a Voted {RDA} Method},
booktitle = {{AAAI}},
pages = {2170--2176},
publisher = {{AAAI} Press},
year = {2014}
}
@inproceedings{DBLP:conf/acl/AuliG14,
author = {Michael Auli and
Jianfeng Gao},
title = {Decoder Integration and Expected {BLEU} Training for Recurrent Neural
Network Language Models},
booktitle = {{ACL} {(2)}},
pages = {136--142},
publisher = {The Association for Computer Linguistics},
year = {2014}
}
@inproceedings{DBLP:conf/acl/GaoHYD14,
author = {Jianfeng Gao and
Xiaodong He and
Wen{-}tau Yih and
Li Deng},
title = {Learning Continuous Phrase Representations for Translation Modeling},
booktitle = {{ACL} {(1)}},
pages = {699--709},
publisher = {The Association for Computer Linguistics},
year = {2014}
}
@inproceedings{DBLP:conf/bwcca/GaoMW014,
author = {Yaqian Gao and
Meixia Miao and
Jianfeng Wang and
Xiaofeng Chen},
title = {Secure Approximate Nearest Neighbor Search over Encrypted Data},
booktitle = {{BWCCA}},
pages = {578--583},
publisher = {{IEEE} Computer Society},
year = {2014}
}
@inproceedings{DBLP:conf/ccnc/WangGYZGYK14,
author = {Lili Wang and
Jianfeng Guan and
Ilsun You and
Huachun Zhou and
Deyun Gao and
Kangbin Yim and
Pankoo Kim},
title = {Survey on distributed mobility management schemes for Proxy mobile
IPv6},
booktitle = {{CCNC}},
pages = {132--138},
publisher = {{IEEE}},
year = {2014}
}
@inproceedings{DBLP:conf/cikm/ShenHGDM14,
author = {Yelong Shen and
Xiaodong He and
Jianfeng Gao and
Li Deng and
Gr{\'{e}}goire Mesnil},
title = {A Latent Semantic Model with Convolutional-Pooling Structure for Information
Retrieval},
booktitle = {{CIKM}},
pages = {101--110},
publisher = {{ACM}},
year = {2014}
}
@inproceedings{DBLP:conf/eacl/HuAGG14,
author = {Yuening Hu and
Michael Auli and
Qin Gao and
Jianfeng Gao},
title = {Minimum Translation Modeling with Recurrent Neural Networks},
booktitle = {{EACL}},
pages = {20--29},
publisher = {The Association for Computer Linguistics},
year = {2014}
}
@inproceedings{DBLP:conf/emnlp/AuliGG14,
author = {Michael Auli and
Michel Galley and
Jianfeng Gao},
title = {Large-scale Expected {BLEU} Training of Phrase-based Reordering Models},
booktitle = {{EMNLP}},
pages = {1250--1260},
publisher = {{ACL}},
year = {2014}
}
@inproceedings{DBLP:conf/emnlp/GaoPGHD14,
author = {Jianfeng Gao and
Patrick Pantel and
Michael Gamon and
Xiaodong He and
Li Deng},
title = {Modeling Interestingness with Deep Neural Networks},
booktitle = {{EMNLP}},
pages = {2--13},
publisher = {{ACL}},
year = {2014}
}
@inproceedings{DBLP:conf/hpca/WangZLZYHGJSZZLZLQ14,
author = {Lei Wang and
Jianfeng Zhan and
Chunjie Luo and
Yuqing Zhu and
Qiang Yang and
Yongqiang He and
Wanling Gao and
Zhen Jia and
Yingjie Shi and
Shujie Zhang and
Chen Zheng and
Gang Lu and
Kent Zhan and
Xiaona Li and
Bizhu Qiu},
title = {BigDataBench: {A} big data benchmark suite from internet services},
booktitle = {{HPCA}},
pages = {488--499},
publisher = {{IEEE} Computer Society},
year = {2014}
}
@inproceedings{DBLP:conf/iccve/LiDGMY14,
author = {Xinghua Li and
Lingjuan Deng and
Sheng Gao and
Jianfeng Ma and
Qingsong Yao},
title = {A demand-aware location privacy protection scheme in continuous location-based
services},
booktitle = {{ICCVE}},
pages = {112--117},
publisher = {{IEEE}},
year = {2014}
}
@inproceedings{DBLP:conf/www/ShenHGDM14,
author = {Yelong Shen and
Xiaodong He and
Jianfeng Gao and
Li Deng and
Gr{\'{e}}goire Mesnil},
title = {Learning semantic representations using convolutional neural networks
for web search},
booktitle = {{WWW} (Companion Volume)},
pages = {373--374},
publisher = {{ACM}},
year = {2014}
}
@article{DBLP:journals/corr/FangGISDDGHMPZZ14,
author = {Hao Fang and
Saurabh Gupta and
Forrest N. Iandola and
Rupesh Kumar Srivastava and
Li Deng and
Piotr Doll{\'{a}}r and
Jianfeng Gao and
Xiaodong He and
Margaret Mitchell and
John C. Platt and
C. Lawrence Zitnick and
Geoffrey Zweig},
title = {From Captions to Visual Concepts and Back},
journal = {CoRR},
volume = {abs/1411.4952},
year = {2014}
}
@article{DBLP:journals/corr/MingLGHYWZ14,
author = {Zijian Ming and
Chunjie Luo and
Wanling Gao and
Rui Han and
Qiang Yang and
Lei Wang and
Jianfeng Zhan},
title = {{BDGS:} {A} Scalable Big Data Generator Suite in Big Data Benchmarking},
journal = {CoRR},
volume = {abs/1401.5465},
year = {2014}
}
@article{DBLP:journals/corr/PalangiDSGHCSW14,
author = {Hamid Palangi and
Li Deng and
Yelong Shen and
Jianfeng Gao and
Xiaodong He and
Jianshu Chen and
Xinying Song and
Rabab K. Ward},
title = {Semantic Modelling with Long-Short-Term Memory for Information Retrieval},
journal = {CoRR},
volume = {abs/1412.6629},
year = {2014}
}
@article{DBLP:journals/corr/WangZLZYHGJSZZLZLQ14,
author = {Lei Wang and
Jianfeng Zhan and
Chunjie Luo and
Yuqing Zhu and
Qiang Yang and
Yongqiang He and
Wanling Gao and
Zhen Jia and
Yingjie Shi and
Shujie Zhang and
Chen Zheng and
Gang Lu and
Kent Zhan and
Xiaona Li and
Bizhu Qiu},
title = {BigDataBench: a Big Data Benchmark Suite from Internet Services},
journal = {CoRR},
volume = {abs/1401.1406},
year = {2014}
}
@article{DBLP:journals/corr/YangYHGD14,
author = {Bishan Yang and
Wen{-}tau Yih and
Xiaodong He and
Jianfeng Gao and
Li Deng},
title = {Learning Multi-Relational Semantics Using Neural-Embedding Models},
journal = {CoRR},
volume = {abs/1411.4072},
year = {2014}
}
@article{DBLP:journals/ejwcn/WangGZSG13,
author = {Lili Wang and
Shuai Gao and
Hongke Zhang and
Thomas C. Schmidt and
Jianfeng Guan},
title = {Mobile multicast source support in PMIPv6 networks},
journal = {{EURASIP} J. Wirel. Commun. Netw.},
volume = {2013},
pages = {152},
year = {2013}
}
@article{DBLP:journals/ijoe/ZhaoHXDC13,
author = {Jia Zhao and
Liang Hu and
Gaochao Xu and
Yan Ding and
Jianfeng Chu},
title = {A Survey on Green Computing Based on Cloud Environment},
journal = {Int. J. Online Eng.},
volume = {9},
number = {3},
pages = {27--33},
year = {2013}
}
@article{DBLP:journals/jcp/LiZDG13,
author = {Jianfeng Li and
Beiji Zou and
Lei Ding and
Xu Gao},
title = {Image Segmentation with {PCNN} Model and Immune Algorithm},
journal = {J. Comput.},
volume = {8},
number = {9},
pages = {2429--2436},
year = {2013}
}
@article{DBLP:journals/jnw/GaoM13,
author = {Cong Gao and
Jianfeng Ma},
title = {A Collaborative QoS-Aware Service Evaluation Method for Service Selection},
journal = {J. Networks},
volume = {8},
number = {6},
pages = {1370--1379},
year = {2013}
}
@article{DBLP:journals/lgrs/LiZG13,
author = {Jianfeng Li and
Xiaofei Zhang and
Xin Gao},
title = {A Joint Scheme for Angle and Array Gain-Phase Error Estimation in
Bistatic {MIMO} Radar},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {10},
number = {6},
pages = {1478--1482},
year = {2013}
}
@article{DBLP:journals/tifs/GaoMSZS13,
author = {Sheng Gao and
Jianfeng Ma and
Weisong Shi and
Guoxing Zhan and
Cong Sun},
title = {TrPF: {A} Trajectory Privacy-Preserving Framework for Participatory
Sensing},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {8},
number = {6},
pages = {874--887},
year = {2013}
}
@inproceedings{DBLP:conf/cikm/HuangHGDAH13,
author = {Po{-}Sen Huang and
Xiaodong He and
Jianfeng Gao and
Li Deng and
Alex Acero and
Larry P. Heck},
title = {Learning deep structured semantic models for web search using clickthrough
data},
booktitle = {{CIKM}},
pages = {2333--2338},
publisher = {{ACM}},
year = {2013}
}
@inproceedings{DBLP:conf/icassp/DengHG13,
author = {Li Deng and
Xiaodong He and
Jianfeng Gao},
title = {Deep stacking networks for information retrieval},
booktitle = {{ICASSP}},
pages = {3153--3157},
publisher = {{IEEE}},
year = {2013}
}
@inproceedings{DBLP:conf/icassp/GillenwaterHGD13,
author = {Jennifer Gillenwater and
Xiaodong He and
Jianfeng Gao and
Li Deng},
title = {End-to-end learning of parsing models for information retrieval},
booktitle = {{ICASSP}},
pages = {3312--3316},
publisher = {{IEEE}},
year = {2013}
}
@inproceedings{DBLP:conf/icnc/XuLWWLYR13,
author = {Gaozhi Xu and
Jianqing Li and
Lei Wang and
Jianfeng Wu and
Kan Luo and
Yinggao Yue and
Feng Ran},
title = {Hardware design of a body sensor network system used for elder care},
booktitle = {{ICNC}},
pages = {1585--1589},
publisher = {{IEEE}},
year = {2013}
}
@inproceedings{DBLP:conf/naacl/GaoH13,
author = {Jianfeng Gao and
Xiaodong He},
title = {Training MRF-Based Phrase Translation Models using Gradient Ascent},
booktitle = {{HLT-NAACL}},
pages = {450--459},
publisher = {The Association for Computational Linguistics},
year = {2013}
}
@inproceedings{DBLP:conf/naacl/ZhangTQG13,
author = {Hui Zhang and
Kristina Toutanova and
Chris Quirk and
Jianfeng Gao},
title = {Beyond Left-to-Right: Multiple Decomposition Structures for {SMT}},
booktitle = {{HLT-NAACL}},
pages = {12--21},
publisher = {The Association for Computational Linguistics},
year = {2013}
}
@inproceedings{DBLP:conf/sigir/GaoXX13,
author = {Jianfeng Gao and
Gu Xu and
Jinxi Xu},
title = {Query expansion using path-constrained random walks},
booktitle = {{SIGIR}},
pages = {563--572},
publisher = {{ACM}},
year = {2013}
}
@inproceedings{DBLP:conf/sigir/JagarlamudiG13,
author = {Jagadeesh Jagarlamudi and
Jianfeng Gao},
title = {Modeling click-through based word-pairs for web search},
booktitle = {{SIGIR}},
pages = {483--492},
publisher = {{ACM}},
year = {2013}
}
@inproceedings{DBLP:conf/vtc/WangGZSG13,
author = {Lili Wang and
Shuai Gao and
Hongke Zhang and
Thomas C. Schmidt and
Jianfeng Guan},
title = {Multicast Source Mobility Support Schemes in PMIPv6 Networks},
booktitle = {{VTC} Fall},
pages = {1--7},
publisher = {{IEEE}},
year = {2013}
}
@inproceedings{DBLP:conf/wbdb/MingLGHYWZ13,
author = {Zijian Ming and
Chunjie Luo and
Wanling Gao and
Rui Han and
Qiang Yang and
Lei Wang and
Jianfeng Zhan},
title = {{BDGS:} {A} Scalable Big Data Generator Suite in Big Data Benchmarking},
booktitle = {{WBDB}},
series = {Lecture Notes in Computer Science},
volume = {8585},
pages = {138--154},
publisher = {Springer},
year = {2013}
}
@article{DBLP:journals/corr/GaoHYD13,
author = {Jianfeng Gao and
Xiaodong He and
Wen{-}tau Yih and
Li Deng},
title = {Learning Semantic Representations for the Phrase Translation Model},
journal = {CoRR},
volume = {abs/1312.0482},
year = {2013}
}
@article{DBLP:journals/corr/GaoZJL0LZQHGLZQ13,
author = {Wanling Gao and
Yuqing Zhu and
Zhen Jia and
Chunjie Luo and
Lei Wang and
Zhiguo Li and
Jianfeng Zhan and
Yong Qi and
Yongqiang He and
Shimin Gong and
Xiaona Li and
Shujie Zhang and
Bizhu Qiu},
title = {BigDataBench: a Big Data Benchmark Suite from Web Search Engines},
journal = {CoRR},
volume = {abs/1307.0320},
year = {2013}
}
@article{DBLP:journals/corr/JiaZZWGSZZ13,
author = {Zhen Jia and
Runlin Zhou and
Chunge Zhu and
Lei Wang and
Wanling Gao and
Yingjie Shi and
Jianfeng Zhan and
Lixin Zhang},
title = {The Implications of Diverse Applications and Scalable Data Sets in
Benchmarking Big Data Systems},
journal = {CoRR},
volume = {abs/1307.7943},
year = {2013}
}
@article{DBLP:journals/corr/XuGXR13,
author = {Tianbing Xu and
Jianfeng Gao and
Lin Xiao and
Amelia Regan},
title = {Online Classification Using a Voted {RDA} Method},
journal = {CoRR},
volume = {abs/1310.5007},
year = {2013}
}
@article{DBLP:journals/corr/YanZLG13,
author = {Jianfeng Yan and
Jia Zeng and
Zhi{-}Qiang Liu and
Yang Gao},
title = {Towards Big Topic Modeling},
journal = {CoRR},
volume = {abs/1311.4150},
year = {2013}
}
@article{DBLP:journals/jcp/XiaGC12,
author = {Xintao Xia and
Leilei Gao and
Jianfeng Chen},
title = {Fusion Method for True Value Estimation Based on Information Poor
Theory},
journal = {J. Comput.},
volume = {7},
number = {2},
pages = {555--562},
year = {2012}
}
@article{DBLP:journals/jdim/HuZXDC12,
author = {Liang Hu and
Jia Zhao and
Gaochao Xu and
Yan Ding and
Jianfeng Chu},
title = {A Survey on Data Migration Management in Cloud Environment},
journal = {J. Digit. Inf. Manag.},
volume = {10},
number = {5},
pages = {324--331},
year = {2012}
}
@article{DBLP:journals/jsw/XiaGC12,
author = {Xintao Xia and
Leilei Gao and
Jianfeng Chen},
title = {Fusion Method for True Value Estimation Based on Information Poor
Theory},
journal = {J. Softw.},
volume = {7},
number = {5},
pages = {1014--1021},
year = {2012}
}
@article{DBLP:journals/ml/KhosraviSHG12,
author = {Hassan Khosravi and
Oliver Schulte and
Jianfeng Hu and
Tianxiang Gao},
title = {Learning compact Markov logic networks with decision trees},
journal = {Mach. Learn.},
volume = {89},
number = {3},
pages = {257--277},
year = {2012}
}
@inproceedings{DBLP:conf/IEEEcit/RenGFAY12,
author = {Xianglong Ren and
Deyuan Gao and
Xiaoya Fan and
Jianfeng An and
Tao Yao},
title = {Modeling and Performance Analysis of Network on Chip Based on Improved
Asymmetric Multi-channel Router},
booktitle = {{CIT}},
pages = {700--705},
publisher = {{IEEE} Computer Society},
year = {2012}
}
@inproceedings{DBLP:conf/airs/PartonG12,
author = {Kristen Parton and
Jianfeng Gao},
title = {Combining Signals for Cross-Lingual Relevance Feedback},
booktitle = {{AIRS}},
series = {Lecture Notes in Computer Science},
volume = {7675},
pages = {356--365},
publisher = {Springer},
year = {2012}
}
@inproceedings{DBLP:conf/apweb/SunGM12,
author = {Cong Sun and
Sheng Gao and
Jianfeng Ma},
title = {Verifying Location-Based Services with Declassification Enforcement},
booktitle = {APWeb},
series = {Lecture Notes in Computer Science},
volume = {7235},
pages = {695--702},
publisher = {Springer},
year = {2012}
}
@inproceedings{DBLP:conf/apweb/ZhangZGHYMZL12,
author = {Qi Zhang and
Junpeng Zhang and
Jianmei Gao and
Jianfeng He and
Xinmin Yan and
Lei Ma and
Xianwen Zhang and
Jiuyong Li},
title = {A Study of the Single Point Mutation Loci in the Hepatitis {B} Virus
Sequences via Optimal Risk and Preventive Sets with Weights},
booktitle = {APWeb},
series = {Lecture Notes in Computer Science},
volume = {7235},
pages = {460--471},
publisher = {Springer},
year = {2012}
}
@inproceedings{DBLP:conf/emnlp/GaoXHA12,
author = {Jianfeng Gao and
Shasha Xie and
Xiaodong He and
Alnur Ali},
title = {Learning Lexicon Models from Search Logs for Query Expansion},
booktitle = {EMNLP-CoNLL},
pages = {666--676},
publisher = {{ACL}},
year = {2012}
}
@inproceedings{DBLP:conf/emnlp/SuzukiG12,
author = {Hisami Suzuki and
Jianfeng Gao},
title = {A Unified Approach to Transliteration-based Text Input with Online
Spelling Correction},
booktitle = {EMNLP-CoNLL},
pages = {609--618},
publisher = {{ACL}},
year = {2012}
}
@inproceedings{DBLP:conf/naacl/QuirkCGSTGYCV12,
author = {Chris Quirk and
Pallavi Choudhury and
Jianfeng Gao and
Hisami Suzuki and
Kristina Toutanova and
Michael Gamon and
Wen{-}tau Yih and
Colin Cherry and
Lucy Vanderwende},
title = {{MSR} SPLAT, a language analysis toolkit},
booktitle = {{HLT-NAACL}},
pages = {21--24},
publisher = {The Association for Computational Linguistics},
year = {2012}
}
@inproceedings{DBLP:conf/wbdb/JiaZZWGSZZ12,
author = {Zhen Jia and
Runlin Zhou and
Chunge Zhu and
Lei Wang and
Wanling Gao and
Yingjie Shi and
Jianfeng Zhan and
Lixin Zhang},
title = {The Implications of Diverse Applications and Scalable Data Sets in
Benchmarking Big Data Systems},
booktitle = {{WBDB}},
series = {Lecture Notes in Computer Science},
volume = {8163},
pages = {44--59},
publisher = {Springer},
year = {2012}
}
@inproceedings{DBLP:conf/www/JagarlamudiG12,
author = {Jagadeesh Jagarlamudi and
Jianfeng Gao},
title = {Modeling click-through based word-pairs for web search},
booktitle = {{WWW} (Companion Volume)},
pages = {537--538},
publisher = {{ACM}},
year = {2012}
}
@incollection{DBLP:books/sp/mining2012/NieGC12,
author = {Jian{-}Yun Nie and
Jianfeng Gao and
Guihong Cao},
title = {Translingual Mining from Text Data},
booktitle = {Mining Text Data},
pages = {323--359},
publisher = {Springer},
year = {2012}
}
@article{DBLP:journals/corr/abs-1206-2190,
author = {Jianfeng Yan and
Zhi{-}Qiang Liu and
Yang Gao and
Jia Zeng},
title = {Communication-Efficient Parallel Belief Propagation for Latent Dirichlet
Allocation},
journal = {CoRR},
volume = {abs/1206.2190},
year = {2012}
}
@inproceedings{DBLP:conf/cis/HanGFSA11,
author = {Limin Han and
Deyuan Gao and
Xiaoya Fan and
Liwen Shi and
Jianfeng An},
title = {Global Prefetcher Aggressiveness Control for Chip-Multiprocessor},
booktitle = {{CIS}},
pages = {273--277},
publisher = {{IEEE} Computer Society},
year = {2011}
}
@inproceedings{DBLP:conf/emnlp/AxelrodHG11,
author = {Amittai Axelrod and
Xiaodong He and
Jianfeng Gao},
title = {Domain Adaptation via Pseudo In-Domain Data Selection},
booktitle = {{EMNLP}},
pages = {355--362},
publisher = {{ACL}},
year = {2011}
}
@inproceedings{DBLP:conf/icmlc/YanGY11,
author = {Jianfeng Yan and
Yang Gao and
Lu Yang},
title = {Ant colony optimization for wireless sensor networks routing},
booktitle = {{ICMLC}},
pages = {400--403},
publisher = {{IEEE}},
year = {2011}
}
@inproceedings{DBLP:conf/ilp/KhosraviSHG12,
author = {Hassan Khosravi and
Oliver Schulte and
Jianfeng Hu and
Tianxiang Gao},
title = {Learning Compact Markov Logic Networks with Decision Trees},
booktitle = {{ILP}},
series = {Lecture Notes in Computer Science},
volume = {7207},
pages = {20--25},
publisher = {Springer},
year = {2011}
}
@inproceedings{DBLP:conf/mobicase/GaoMSZ11,
author = {Sheng Gao and
Jianfeng Ma and
Weisong Shi and
Guoxing Zhan},
title = {Towards Location and Trajectory Privacy Protection in Participatory
Sensing},
booktitle = {MobiCASE},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {95},
pages = {381--386},
publisher = {Springer},
year = {2011}
}
@inproceedings{DBLP:conf/sigir/GaoTY11,
author = {Jianfeng Gao and
Kristina Toutanova and
Wen{-}tau Yih},
title = {Clickthrough-based latent semantic models for web search},
booktitle = {{SIGIR}},
pages = {675--684},
publisher = {{ACM}},
year = {2011}
}
@incollection{DBLP:series/crm/TongML11,
author = {Jinping Tong and
Jianfeng Ma and
Gaofeng Liu},
title = {Analysis on Variation and Factors of Water Resources Consumption Intensity
in China},
booktitle = {Modeling Risk Management for Resources and Environment in China},
pages = {375--382},
publisher = {Springer},
year = {2011}
}
@article{DBLP:journals/ir/WuBSG10,
author = {Qiang Wu and
Christopher J. C. Burges and
Krysta M. Svore and
Jianfeng Gao},
title = {Adapting boosting for information retrieval measures},
journal = {Inf. Retr.},
volume = {13},
number = {3},
pages = {254--270},
year = {2010}
}
@article{DBLP:journals/tcom/HuWYZXG10,
author = {Chenhui Hu and
Xinbing Wang and
Zichao Yang and
Jianfeng Zhang and
Youyun Xu and
Xinbo Gao},
title = {A Geometry Study on the Capacity of Wireless Networks via Percolation},
journal = {{IEEE} Trans. Commun.},
volume = {58},
number = {10},
pages = {2916--2925},
year = {2010}
}
@inproceedings{DBLP:conf/acl/SunGMQ10,
author = {Xu Sun and
Jianfeng Gao and
Daniel Micol and
Chris Quirk},
title = {Learning Phrase-Based Spelling Error Models from Clickthrough Data},
booktitle = {{ACL}},
pages = {266--274},
publisher = {The Association for Computer Linguistics},
year = {2010}
}
@inproceedings{DBLP:conf/cikm/GaoHN10,
author = {Jianfeng Gao and
Xiaodong He and
Jian{-}Yun Nie},
title = {Clickthrough-based translation models for web search: from word models
to phrase models},
booktitle = {{CIKM}},
pages = {1139--1148},
publisher = {{ACM}},
year = {2010}
}
@inproceedings{DBLP:conf/coling/ChengXG10,
author = {Alex Cheng and
Fei Xia and
Jianfeng Gao},
title = {A comparison of unsupervised methods for Part-of-Speech Tagging in
Chinese},
booktitle = {{COLING} (Posters)},
pages = {135--143},
publisher = {Chinese Information Processing Society of China},
year = {2010}
}
@inproceedings{DBLP:conf/coling/GaoLMQS10,
author = {Jianfeng Gao and
Xiaolong Li and
Daniel Micol and
Chris Quirk and
Xu Sun},
title = {A Large Scale Ranker-Based System for Search Query Spelling Correction},
booktitle = {{COLING}},
pages = {358--366},
publisher = {Tsinghua University Press},
year = {2010}
}
@inproceedings{DBLP:conf/icee/FengGM10,
author = {Tao Feng and
Yongguo Gao and
Jianfeng Ma},
title = {Changeable Threshold Signature Scheme Based on Lattice Theory},
booktitle = {{ICEE}},
pages = {1311--1315},
publisher = {{IEEE} Computer Society},
year = {2010}
}
@inproceedings{DBLP:conf/icnc/MiGLZ10,
author = {Hairong Mi and
Ye Gao and
Pingan Liu and
Jianfeng Zou},
title = {Numerical simulations of unsteady natural convection in an enclosure
with two hot circular parts at bottom},
booktitle = {{ICNC}},
pages = {4105--4108},
publisher = {{IEEE}},
year = {2010}
}
@inproceedings{DBLP:conf/iwslt/LiDZLCHAGZD10,
author = {Chi{-}Ho Li and
Nan Duan and
Yinggong Zhao and
Shujie Liu and
Lei Cui and
Mei{-}Yuh Hwang and
Amittai Axelrod and
Jianfeng Gao and
Yaodong Zhang and
Li Deng},
title = {The {MSRA} machine translation system for {IWSLT} 2010},
booktitle = {{IWSLT}},
pages = {135--138},
publisher = {{ISCA}},
year = {2010}
}
@inproceedings{DBLP:conf/sigir/WangLG10,
author = {Kuansan Wang and
Xiaolong Li and
Jianfeng Gao},
title = {Multi-style language model for web scale information retrieval},
booktitle = {{SIGIR}},
pages = {467--474},
publisher = {{ACM}},
year = {2010}
}
@inproceedings{DBLP:conf/www/HuangGMLWBG10,
author = {Jian Huang and
Jianfeng Gao and
Jiangbo Miao and
Xiaolong Li and
Kuansan Wang and
Fritz Behr and
C. Lee Giles},
title = {Exploring web scale language models for search query processing},
booktitle = {{WWW}},
pages = {451--460},
publisher = {{ACM}},
year = {2010}
}
@inproceedings{DBLP:conf/www/JavanmardiGW10,
author = {Sara Javanmardi and
Jianfeng Gao and
Kuansan Wang},
title = {Optimizing two stage bigram language models for {IR}},
booktitle = {{WWW}},
pages = {1125--1126},
publisher = {{ACM}},
year = {2010}
}
@article{DBLP:journals/talip/HeYGNM09,
author = {Xiaodong He and
Mei Yang and
Jianfeng Gao and
Patrick Nguyen and
Robert Moore},
title = {Improved Monolingual Hypothesis Alignment for Machine Translation
System Combination},
journal = {{ACM} Trans. Asian Lang. Inf. Process.},
volume = {8},
number = {2},
pages = {6:1--6:19},
year = {2009}
}
@inproceedings{DBLP:conf/emnlp/GaoWBSSKSZ09,
author = {Jianfeng Gao and
Qiang Wu and
Chris Burges and
Krysta M. Svore and
Yi Su and
Nazan Khan and
Shalin Shah and
Hongyan Zhou},
title = {Model Adaptation via Model Interpolation and Boosting for Web Search
Ranking},
booktitle = {{EMNLP}},
pages = {505--513},
publisher = {{ACL}},
year = {2009}
}
@inproceedings{DBLP:conf/emnlp/SuzukiLG09,
author = {Hisami Suzuki and
Xiao Li and
Jianfeng Gao},
title = {Discovery of Term Variation in Japanese Web Search Queries},
booktitle = {{EMNLP}},
pages = {1484--1492},
publisher = {{ACL}},
year = {2009}
}
@inproceedings{DBLP:conf/sigir/GaoYLDN09,
author = {Jianfeng Gao and
Wei Yuan and
Xiao Li and
Kefeng Deng and
Jian{-}Yun Nie},
title = {Smoothing clickthrough data for web search ranking},
booktitle = {{SIGIR}},
pages = {355--362},
publisher = {{ACM}},
year = {2009}
}
@inproceedings{DBLP:conf/coling/XuGTN08,
author = {Jia Xu and
Jianfeng Gao and
Kristina Toutanova and
Hermann Ney},
title = {Bayesian Semi-Supervised Chinese Word Segmentation for Statistical
Machine Translation},
booktitle = {{COLING}},
pages = {1017--1024},
year = {2008}
}
@inproceedings{DBLP:conf/emnlp/GaoJ08,
author = {Jianfeng Gao and
Mark Johnson},
title = {A comparison of Bayesian estimators for unsupervised Hidden Markov
Model {POS} taggers},
booktitle = {{EMNLP}},
pages = {344--352},
publisher = {{ACL}},
year = {2008}
}
@inproceedings{DBLP:conf/emnlp/HeYGNM08,
author = {Xiaodong He and
Mei Yang and
Jianfeng Gao and
Patrick Nguyen and
Robert Moore},
title = {Indirect-HMM-based Hypothesis Alignment for Combining Outputs from
Machine Translation Systems},
booktitle = {{EMNLP}},
pages = {98--107},
publisher = {{ACL}},
year = {2008}
}
@inproceedings{DBLP:conf/ijcnlp/GamonGBKDBV08,
author = {Michael Gamon and
Jianfeng Gao and
Chris Brockett and
Alexandre Klementiev and
William B. Dolan and
Dmitriy Belenko and
Lucy Vanderwende},
title = {Using Contextual Speller Techniques and Language Modeling for {ESL}
Error Correction},
booktitle = {{IJCNLP}},
pages = {449--456},
publisher = {The Association for Computer Linguistics},
year = {2008}
}
@inproceedings{DBLP:conf/ijcnlp/YiGD08,
author = {Xing Yi and
Jianfeng Gao and
William B. Dolan},
title = {A Web-based English Proofing System for English as a Second Language
Users},
booktitle = {{IJCNLP}},
pages = {619--624},
publisher = {The Association for Computer Linguistics},
year = {2008}
}
@inproceedings{DBLP:conf/iscc/GaoWQC08,
author = {Xinyan Gao and
Jinzhao Wu and
Rui Qiao and
Jianfeng Chen},
title = {Theory framework for event structure slicing},
booktitle = {{ISCC}},
pages = {714--721},
publisher = {{IEEE} Computer Society},
year = {2008}
}
@inproceedings{DBLP:conf/pdcat/JinLZG08,
author = {Yi Jin and
Xu Liu and
Jianfeng Zhan and
Shuang Gao},
title = {A Dynamic Provisioning Framework for Multi-tier Internet Applications
in Virtualized Data Center},
booktitle = {{PDCAT}},
pages = {329--332},
publisher = {{IEEE} Computer Society},
year = {2008}
}
@inproceedings{DBLP:conf/sigir/CaoNGR08,
author = {Guihong Cao and
Jian{-}Yun Nie and
Jianfeng Gao and
Stephen Robertson},
title = {Selecting good expansion terms for pseudo-relevance feedback},
booktitle = {{SIGIR}},
pages = {243--250},
publisher = {{ACM}},
year = {2008}
}
@inproceedings{DBLP:conf/acl/GaoAJT07,
author = {Jianfeng Gao and
Galen Andrew and
Mark Johnson and
Kristina Toutanova},
title = {A Comparative Study of Parameter Estimation Methods for Statistical
Natural Language Processing},
booktitle = {{ACL}},
publisher = {The Association for Computational Linguistics},
year = {2007}
}
@inproceedings{DBLP:conf/cikm/CaoGNB07,
author = {Guihong Cao and
Jianfeng Gao and
Jian{-}Yun Nie and
Jing Bai},
title = {Extending query translation to cross-language query expansion with
markov chain models},
booktitle = {{CIKM}},
pages = {351--360},
publisher = {{ACM}},
year = {2007}
}
@inproceedings{DBLP:conf/emnlp/ChurchHG07,
author = {Kenneth Church and
Ted Hart and
Jianfeng Gao},
title = {Compressing Trigram Language Models With Golomb Coding},
booktitle = {EMNLP-CoNLL},
pages = {199--207},
publisher = {{ACL}},
year = {2007}
}
@inproceedings{DBLP:conf/icml/AndrewG07,
author = {Galen Andrew and
Jianfeng Gao},
title = {Scalable training of L\({}^{\mbox{1}}\)-regularized log-linear models},
booktitle = {{ICML}},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {33--40},
publisher = {{ACM}},
year = {2007}
}
@inproceedings{DBLP:conf/mtsummit/CaoGN07,
author = {Guihong Cao and
Jianfeng Gao and
Jian{-}Yun Nie},
title = {A system to mine large-scale bilingual dictionaries from monolingual
web pages},
booktitle = {MTSummit},
year = {2007}
}
@inproceedings{DBLP:conf/pdcat/ZhanWZWGD07,
author = {Jianfeng Zhan and
Lei Wang and
Ming Zou and
Hui Wang and
Shuang Gao and
Yulei Ding},
title = {Grid Unit: {A} Self-Managing Building Block for Grid System},
booktitle = {{PDCAT}},
pages = {303--310},
publisher = {{IEEE} Computer Society},
year = {2007}
}
@article{DBLP:journals/amc/WangGFCLJY06,
author = {Jianfeng Wang and
Gao Ge and
Yubo Fan and
Lilin Chen and
Shengxue Liu and
Yali Jin and
Jinguo Yu},
title = {The estimation of sample size in multi-stage sampling and its application
in medical survey},
journal = {Appl. Math. Comput.},
volume = {178},
number = {2},
pages = {239--249},
year = {2006}
}
@article{DBLP:journals/talip/GaoNZ06,
author = {Jianfeng Gao and
Jian{-}Yun Nie and
Ming Zhou},
title = {Statistical query translation models for cross-language information
retrieval},
journal = {{ACM} Trans. Asian Lang. Inf. Process.},
volume = {5},
number = {4},
pages = {323--359},
year = {2006}
}
@article{DBLP:journals/talip/GaoSY06,
author = {Jianfeng Gao and
Hisami Suzuki and
Wei Yuan},
title = {An empirical study on language model adaptation},
journal = {{ACM} Trans. Asian Lang. Inf. Process.},
volume = {5},
number = {3},
pages = {209--227},
year = {2006}
}
@inproceedings{DBLP:conf/acl/GaoSY06,
author = {Jianfeng Gao and
Hisami Suzuki and
Bin Yu},
title = {Approximation Lasso Methods for Language Modeling},
booktitle = {{ACL}},
publisher = {The Association for Computer Linguistics},
year = {2006}
}
@inproceedings{DBLP:conf/acl/ShiNZG06,
author = {Lei Shi and
Cheng Niu and
Ming Zhou and
Jianfeng Gao},
title = {A {DOM} Tree Alignment Model for Mining Parallel Data from the Web},
booktitle = {{ACL}},
publisher = {The Association for Computer Linguistics},
year = {2006}
}
@inproceedings{DBLP:conf/airs/HuLLCNG06,
author = {Guoping Hu and
Jingjing Liu and
Hang Li and
Yunbo Cao and
Jian{-}Yun Nie and
Jianfeng Gao},
title = {A Supervised Learning Approach to Entity Search},
booktitle = {{AIRS}},
series = {Lecture Notes in Computer Science},
volume = {4182},
pages = {54--66},
publisher = {Springer},
year = {2006}
}
@inproceedings{DBLP:conf/ecir/ZhangWGV06,
author = {Ying Zhang and
Ke Wu and
Jianfeng Gao and
Phil Vines},
title = {Automatic Acquisition of Chinese-English Parallel Corpus from the
Web},
booktitle = {{ECIR}},
series = {Lecture Notes in Computer Science},
volume = {3936},
pages = {420--431},
publisher = {Springer},
year = {2006}
}
@inproceedings{DBLP:conf/icarcv/JianfengL06,
author = {Jianfeng Li and
Gao Li},
title = {Neural Network Control Approach for Improving Vehicle Stability},
booktitle = {{ICARCV}},
pages = {1--4},
publisher = {{IEEE}},
year = {2006}
}
@inproceedings{DBLP:conf/icassp/ZhouGSM06,
author = {Zhengyu Zhou and
Jianfeng Gao and
Frank K. Soong and
Helen Meng},
title = {A Comparative Study of Discriminative Methods for Reranking {LVCSR}
N-Best Hypotheses in Domain Adaptation and Generalization},
booktitle = {{ICASSP} {(1)}},
pages = {141--144},
publisher = {{IEEE}},
year = {2006}
}
@inproceedings{DBLP:conf/icnc/ShenJG06,
author = {Jianfeng Shen and
Chun Jin and
Peng Gao},
title = {A Nested Genetic Algorithm for Optimal Container Pick-Up Operation
Scheduling on Container Yards},
booktitle = {{ICNC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {4221},
pages = {666--675},
publisher = {Springer},
year = {2006}
}
@inproceedings{DBLP:conf/ipps/LinpingDWJ06,
author = {Linping Wu and
Dan Meng and
Wen Gao and
Jianfeng Zhan},
title = {A proactive fault-detection mechanism in large-scale cluster systems},
booktitle = {{IPDPS}},
publisher = {{IEEE}},
year = {2006}
}
@inproceedings{DBLP:conf/naacl/LinCGN06,
author = {Chin{-}Yew Lin and
Guihong Cao and
Jianfeng Gao and
Jian{-}Yun Nie},
title = {An Information-Theoretic Approach to Automatic Evaluation of Summaries},
booktitle = {{HLT-NAACL}},
publisher = {The Association for Computational Linguistics},
year = {2006}
}
@inproceedings{DBLP:conf/sigir/GaoN06,
author = {Jianfeng Gao and
Jian{-}Yun Nie},
title = {A study of statistical models for query translation: finding a good
unit of translation},
booktitle = {{SIGIR}},
pages = {194--201},
publisher = {{ACM}},
year = {2006}
}
@article{DBLP:journals/coling/GaoLHW05,
author = {Jianfeng Gao and
Mu Li and
Changning Huang and
Andi Wu},
title = {Chinese Word Segmentation and Named Entity Recognition: {A} Pragmatic
Approach},
journal = {Comput. Linguistics},
volume = {31},
number = {4},
pages = {531--574},
year = {2005}
}
@inproceedings{DBLP:conf/cikm/WanGLD05,
author = {Xiaojun Wan and
Jianfeng Gao and
Mu Li and
Binggong Ding},
title = {Person resolution in person search results: WebHawk},
booktitle = {{CIKM}},
pages = {163--170},
publisher = {{ACM}},
year = {2005}
}
@inproceedings{DBLP:conf/icess/WangFGZA05,
author = {Danghui Wang and
Xiaoya Fan and
Deyuan Gao and
Shengbing Zhang and
Jianfeng An},
title = {Microprocessor Based Self Schedule and Parallel {BIST} for System-On-a-Chip},
booktitle = {{ICESS}},
series = {Lecture Notes in Computer Science},
volume = {3820},
pages = {299--309},
publisher = {Springer},
year = {2005}
}
@inproceedings{DBLP:conf/ijcnlp/YuanGS05,
author = {Wei Yuan and
Jianfeng Gao and
Hisami Suzuki},
title = {An Empirical Study on Language Model Adaptation Using a Metric of
Domain Similarity},
booktitle = {{IJCNLP}},
series = {Lecture Notes in Computer Science},
volume = {3651},
pages = {957--968},
publisher = {Springer},
year = {2005}
}
@inproceedings{DBLP:conf/ijcnlp/ZhouHGW05,
author = {Yaqian Zhou and
Changning Huang and
Jianfeng Gao and
Lide Wu},
title = {Transformation Based Chinese Entity Detection and Tracking},
booktitle = {{IJCNLP} (companion)},
publisher = {Asian Federation of Natural Language Processing},
year = {2005}
}
@inproceedings{DBLP:conf/naacl/GaoYYX05,
author = {Jianfeng Gao and
Hao Yu and
Wei Yuan and
Peng Xu},
title = {Minimum Sample Risk Methods for Language Modeling},
booktitle = {{HLT/EMNLP}},
pages = {209--216},
publisher = {The Association for Computational Linguistics},
year = {2005}
}
@inproceedings{DBLP:conf/naacl/SuzukiG05,
author = {Hisami Suzuki and
Jianfeng Gao},
title = {A Comparative Study on Language Model Adaptation Techniques Using
New Evaluation Metrics},
booktitle = {{HLT/EMNLP}},
pages = {265--272},
publisher = {The Association for Computational Linguistics},
year = {2005}
}
@inproceedings{DBLP:conf/sigir/GaoQXN05,
author = {Jianfeng Gao and
Haoliang Qi and
Xinsong Xia and
Jian{-}Yun Nie},
title = {Linear discriminant model for information retrieval},
booktitle = {{SIGIR}},
pages = {290--297},
publisher = {{ACM}},
year = {2005}
}
@article{DBLP:journals/talip/GaoL04,
author = {Jianfeng Gao and
Chin{-}Yew Lin},
title = {Introduction to the special issue on statistical language modeling},
journal = {{ACM} Trans. Asian Lang. Inf. Process.},
volume = {3},
number = {2},
pages = {87--93},
year = {2004}
}
@inproceedings{DBLP:conf/acl-sighan/FangGS04,
author = {Xiaoshan Fang and
Jianfeng Gao and
Huanye Sheng},
title = {A Semi-Supervised Approach to Build Annotated Corpus for Chinese Named
Entity Recognition},
booktitle = {SIGHAN@ACL},
publisher = {Association for Computational Linguistics},
year = {2004}
}
@inproceedings{DBLP:conf/acl-sighan/LiHGF04,
author = {Hongqiao Li and
Changning Huang and
Jianfeng Gao and
Xiaozhong Fan},
title = {Chinese Chunking with Another Type of Spec},
booktitle = {SIGHAN@ACL},
publisher = {Association for Computational Linguistics},
year = {2004}
}
@inproceedings{DBLP:conf/acl/GaoWHLXQ04,
author = {Jianfeng Gao and
Andi Wu and
Cheng{-}Ning Huang and
Hongqiao Li and
Xinsong Xia and
Hauwei Qin},
title = {Adaptive Chinese Word Segmentation},
booktitle = {{ACL}},
pages = {462--469},
publisher = {{ACL}},
year = {2004}
}
@inproceedings{DBLP:conf/ijcnlp/GaoS04,
author = {Jianfeng Gao and
Hisami Suzuki},
title = {Long Distance Dependency in Language Modeling: An Empirical Study},
booktitle = {{IJCNLP}},
series = {Lecture Notes in Computer Science},
volume = {3248},
pages = {396--405},
publisher = {Springer},
year = {2004}
}
@inproceedings{DBLP:conf/ijcnlp/LiHGF04,
author = {Hongqiao Li and
Changning Huang and
Jianfeng Gao and
Xiaozhong Fan},
title = {The Use of {SVM} for Chinese New Word Identification},
booktitle = {{IJCNLP}},
series = {Lecture Notes in Computer Science},
volume = {3248},
pages = {723--732},
publisher = {Springer},
year = {2004}
}
@inproceedings{DBLP:conf/isnn/ChenG04,
author = {Xiaoping Chen and
Jianfeng Gao},
title = {{LMS} Adaptive Notch Filter Design Based on Immune Algorithm},
booktitle = {{ISNN} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {3173},
pages = {311--316},
publisher = {Springer},
year = {2004}
}
@inproceedings{DBLP:conf/sigir/GaoNWC04,
author = {Jianfeng Gao and
Jian{-}Yun Nie and
Guangyuan Wu and
Guihong Cao},
title = {Dependence language model for information retrieval},
booktitle = {{SIGIR}},
pages = {170--177},
publisher = {{ACM}},
year = {2004}
}
@article{DBLP:journals/ijclclp/SunZG03,
author = {Jian Sun and
Ming Zhou and
Jianfeng Gao},
title = {A Class-based Language Model Approach to Chinese Named Entity Identification},
journal = {Int. J. Comput. Linguistics Chin. Lang. Process.},
volume = {8},
number = {2},
year = {2003}
}
@inproceedings{DBLP:conf/acl-sighan/LiGHL03,
author = {Mu Li and
Jianfeng Gao and
Changning Huang and
Jianfeng Li},
title = {Unsupervised Training for Overlapping Ambiguity Resolution in Chinese
Word Segmentation},
booktitle = {{SIGHAN}},
pages = {1--7},
year = {2003}
}
@inproceedings{DBLP:conf/acl-sighan/ZhuLGH03,
author = {Xiaodan Zhu and
Mu Li and
Jianfeng Gao and
Changning Huang},
title = {Single Character Chinese Named Entity Recognition},
booktitle = {{SIGHAN}},
pages = {125--132},
year = {2003}
}
@inproceedings{DBLP:conf/acl/GaoLH03,
author = {Jianfeng Gao and
Mu Li and
Changning Huang},
title = {Improved Source-Channel Models for Chinese Word Segmentation},
booktitle = {{ACL}},
pages = {272--279},
publisher = {{ACL}},
year = {2003}
}
@inproceedings{DBLP:conf/acl/GaoS03,
author = {Jianfeng Gao and
Hisami Suzuki},
title = {Unsupervised Learning of Dependency Structure for Language Modeling},
booktitle = {{ACL}},
pages = {521--528},
publisher = {{ACL}},
year = {2003}
}
@inproceedings{DBLP:conf/interspeech/FangGLS03,
author = {Xiaoshan Fang and
Jianfeng Gao and
Jianfeng Li and
Huanye Sheng},
title = {Training data optimization for language model adaptation},
booktitle = {{INTERSPEECH}},
pages = {1485--1488},
publisher = {{ISCA}},
year = {2003}
}
@article{DBLP:journals/ijprai/LingGZQZ02,
author = {Charles X. Ling and
Jianfeng Gao and
Huajie Zhang and
Weining Qian and
HongJiang Zhang},
title = {Improving Encarta Search Engine Performance by Mining User Logs},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {16},
number = {8},
pages = {1101--1116},
year = {2002}
}
@article{DBLP:journals/talip/GaoGLL02,
author = {Jianfeng Gao and
Joshua Goodman and
Mingjing Li and
Kai{-}Fu Lee},
title = {Toward a unified approach to statistical language modeling for Chinese},
journal = {{ACM} Trans. Asian Lang. Inf. Process.},
volume = {1},
number = {1},
pages = {3--33},
year = {2002}
}
@inproceedings{DBLP:conf/acl-sighan/HeGHH02,
author = {Hongzhao He and
Jianfeng Gao and
Pilian He and
Changning Huang},
title = {Finding the Better Indexing units for Chinese Information Retrieval},
booktitle = {SIGHAN@COLING},
year = {2002}
}
@inproceedings{DBLP:conf/acl/GaoGCL02,
author = {Jianfeng Gao and
Joshua Goodman and
Guihong Cao and
Hang Li},
title = {Exploring Asymmetric Clustering for Statistical Language Modeling},
booktitle = {{ACL}},
pages = {183--190},
publisher = {{ACL}},
year = {2002}
}
@inproceedings{DBLP:conf/acl/GaoZ02,
author = {Jianfeng Gao and
Min Zhang},
title = {Improving Language Model Size Reduction using Better Pruning Criteria},
booktitle = {{ACL}},
pages = {176--182},
publisher = {{ACL}},
year = {2002}
}
@inproceedings{DBLP:conf/coling/SunGZZH02,
author = {Jian Sun and
Jianfeng Gao and
Lei Zhang and
Ming Zhou and
Changning Huang},
title = {Chinese Named Entity Identification Using Class-based Language Model},
booktitle = {{COLING}},
year = {2002}
}
@inproceedings{DBLP:conf/dc/MalyZN0AGTY02,
author = {Kurt Maly and
Mohammad Zubair and
Michael L. Nelson and
Xiaoming Liu and
Hesham Anan and
Jinsong Gao and
Jianfeng Tang and
Zhao Yang},
title = {Archon - {A} Digital Library that Federates Physics Collections},
booktitle = {Dublin Core Conference},
pages = {27--34},
publisher = {Dublin Core Metadata Initiative},
year = {2002}
}
@inproceedings{DBLP:conf/emnlp/GaoSW02,
author = {Jianfeng Gao and
Hisami Suzuki and
Yang Wen},
title = {Exploiting Headword Dependency and Predictive Clustering for Language
Modeling},
booktitle = {{EMNLP}},
pages = {248--256},
year = {2002}
}
@inproceedings{DBLP:conf/iscslp/Zhou0C02,
author = {Zhengyu Zhou and
Jianfeng Gao and
Eric Chang},
title = {Improving language modeling by combining heteogeneous corpora},
booktitle = {{ISCSLP}},
publisher = {{ISCA}},
year = {2002}
}
@inproceedings{DBLP:conf/ntcir/HeG02,
author = {Hongzhao He and
Jianfeng Gao},
title = {{NTCIR-3} {CLIR} Experiments at {MSRA}},
booktitle = {{NTCIR}},
publisher = {National Institute of Informatics {(NII)}},
year = {2002}
}
@inproceedings{DBLP:conf/sigir/GaoZNHC02,
author = {Jianfeng Gao and
Ming Zhou and
Jian{-}Yun Nie and
Hongzhao He and
Weijun Chen},
title = {Resolving query translation ambiguity using a decaying co-occurrence
model and syntactic dependence relations},
booktitle = {{SIGIR}},
pages = {183--190},
publisher = {{ACM}},
year = {2002}
}
@article{DBLP:journals/ijclclp/GaoGM01,
author = {Jianfeng Gao and
Joshua T. Goodman and
Jiangbo Miao},
title = {The Use of Clustering Techniques for Language Modeling-Application
to Asian Language},
journal = {Int. J. Comput. Linguistics Chin. Lang. Process.},
volume = {6},
number = {1},
year = {2001}
}
@article{DBLP:journals/ijclclp/ZhangGZW01,
author = {Jian Zhang and
Jianfeng Gao and
Ming Zhou and
Jiaxing Wang},
title = {Improving the Effectiveness of Information Retrieval with Clustering
and Fusion},
journal = {Int. J. Comput. Linguistics Chin. Lang. Process.},
volume = {6},
number = {1},
year = {2001}
}
@inproceedings{DBLP:conf/hicss/LingGZQZ01,
author = {Charles X. Ling and
Jianfeng Gao and
Huajie Zhang and
Weining Qian and
HongJiang Zhang},
title = {Mining Generalized Query Patterns from Web Logs},
booktitle = {{HICSS}},
publisher = {{IEEE} Computer Society},
year = {2001}
}
@inproceedings{DBLP:conf/sigir/GaoXZHNZ01,
author = {Jianfeng Gao and
Endong Xun and
Ming Zhou and
Changning Huang and
Jian{-}Yun Nie and
Jian Zhang},
title = {Improving Query Translation for Cross-Language Information Retrieval
Using Statistical Models},
booktitle = {{SIGIR}},
pages = {96--104},
publisher = {{ACM}},
year = {2001}
}
@inproceedings{DBLP:conf/trec/GaoCHZNWR01,
author = {Jianfeng Gao and
Guihong Cao and
Hongzhao He and
Min Zhang and
Jian{-}Yun Nie and
Steve Walker and
Stephen E. Robertson},
title = {{TREC-10} Web Track Experiments at {MSRA}},
booktitle = {{TREC}},
series = {{NIST} Special Publication},
volume = {500-250},
publisher = {National Institute of Standards and Technology {(NIST)}},
year = {2001}
}
@inproceedings{DBLP:conf/acl/GaoL00,
author = {Jianfeng Gao and
Kai{-}Fu Lee},
title = {Distribution-Based Pruning of Backoff Language Models},
booktitle = {{ACL}},
pages = {579--588},
publisher = {{ACL}},
year = {2000}
}
@inproceedings{DBLP:conf/acl/LiuZGXH00,
author = {Ting Liu and
Ming Zhou and
Jianfeng Gao and
Endong Xun and
Changning Huang},
title = {{PENS:} {A} Machine-aided English Writing System for Chinese Users},
booktitle = {{ACL}},
pages = {529--536},
publisher = {{ACL}},
year = {2000}
}
@inproceedings{DBLP:conf/icassp/GaoWLL00,
author = {Jianfeng Gao and
Hai{-}Feng Wang and
Mingjing Li and
Kai{-}Fu Lee},
title = {A unified approach to statistical language modeling for Chinese},
booktitle = {{ICASSP}},
pages = {1703--1706},
publisher = {{IEEE}},
year = {2000}
}
@inproceedings{DBLP:conf/interspeech/GaoLL00,
author = {Jianfeng Gao and
Mingjing Li and
Kai{-}Fu Lee},
title = {N-gram distribution based language model adaptation},
booktitle = {{INTERSPEECH}},
pages = {497--500},
publisher = {{ISCA}},
year = {2000}
}
@inproceedings{DBLP:conf/interspeech/GoodmanG00,
author = {Joshua Goodman and
Jianfeng Gao},
title = {Language model size reduction by pruning and clustering},
booktitle = {{INTERSPEECH}},
pages = {110--113},
publisher = {{ISCA}},
year = {2000}
}
@inproceedings{DBLP:conf/iral/NieGZZ00,
author = {Jian{-}Yun Nie and
Jianfeng Gao and
Jian Zhang and
Ming Zhou},
title = {On the use of words and n-grams for Chinese information retrieval},
booktitle = {{IRAL}},
pages = {141--148},
publisher = {{ACM}},
year = {2000}
}
@inproceedings{DBLP:conf/iscslp/Zhao0CL00,
author = {Jun Zhao and
Jianfeng Gao and
Eric Chang and
Mingjing Li},
title = {Lexicon Optimization for Chinese Language Modeling},
booktitle = {{ISCSLP}},
publisher = {{ISCA}},
year = {2000}
}
@inproceedings{DBLP:conf/trec/GaoNZXSZH00,
author = {Jianfeng Gao and
Jian{-}Yun Nie and
Jian Zhang and
Endong Xun and
Yi Su and
Ming Zhou and
Changning Huang},
title = {{TREC-9} {CLIR} Experiments at {MSRCN}},
booktitle = {{TREC}},
series = {{NIST} Special Publication},
volume = {500-249},
publisher = {National Institute of Standards and Technology {(NIST)}},
year = {2000}
}
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