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2020 – today
- 2024
- [j80]Ashkan Farhangi, Jiang Bian, Arthur Huang, Haoyi Xiong, Jun Wang, Zhishan Guo:
Correction to: AA-forecast: anomaly-aware forecast for extreme events. Data Min. Knowl. Discov. 38(2): 812 (2024) - [j79]Qingzhong Wang
, Haifang Li, Haoyi Xiong
, Wen Wang, Jiang Bian
, Yu Lu, Shuaiqiang Wang
, Zhicong Cheng, Dejing Dou
, Dawei Yin
:
A Simple yet Effective Framework for Active Learning to Rank. Mach. Intell. Res. 21(1): 169-183 (2024) - [j78]Xingjian Li
, Di Hu, Xuhong Li, Haoyi Xiong, Cheng-Zhong Xu, Dejing Dou:
Towards accurate knowledge transfer via target-awareness representation disentanglement. Mach. Learn. 113(2): 699-723 (2024) - [j77]Yuchen Li, Haoyi Xiong, Linghe Kong
, Jiang Bian, Shuaiqiang Wang, Guihai Chen, Dawei Yin:
GS2P: a generative pre-trained learning to rank model with over-parameterization for web-scale search. Mach. Learn. 113(8): 5331-5349 (2024) - [j76]Haoyi Xiong
, Xuhong Li, Boyang Yu, Dongrui Wu, Zhanxing Zhu, Dejing Dou:
Stochastic gradient descent with random label noises: doubly stochastic models and inference stabilizer. Mach. Learn. Sci. Technol. 5(1): 15039 (2024) - [j75]Ning Wang
, Jiang Bian, Yuchen Li, Xuhong Li, Shahid Mumtaz
, Linghe Kong
, Haoyi Xiong
:
Multi-purpose RNA language modelling with motif-aware pretraining and type-guided fine-tuning. Nat. Mac. Intell. 6(5): 548-557 (2024) - [j74]Yuehai Chen
, Qingzhong Wang
, Jing Yang, Badong Chen
, Haoyi Xiong
, Shaoyi Du
:
Learning Discriminative Features for Crowd Counting. IEEE Trans. Image Process. 33: 3749-3764 (2024) - [j73]Shuangli Li
, Jingbo Zhou
, Tong Xu
, Liang Huang
, Fan Wang
, Haoyi Xiong
, Weili Huang
, Dejing Dou
, Hui Xiong
:
GIaNt: Protein-Ligand Binding Affinity Prediction via Geometry-Aware Interactive Graph Neural Network. IEEE Trans. Knowl. Data Eng. 36(5): 1991-2008 (2024) - [j72]Siyu Huang
, Tianyang Wang
, Haoyi Xiong, Bihan Wen
, Jun Huan, Dejing Dou
:
Temporal Output Discrepancy for Loss Estimation-Based Active Learning. IEEE Trans. Neural Networks Learn. Syst. 35(2): 2109-2123 (2024) - [j71]Jiang Bian
, Xuhong Li
, Tao Wang
, Qingzhong Wang
, Jun Huang
, Chen Liu
, Jun Zhao
, Feixiang Lu
, Dejing Dou
, Haoyi Xiong
:
P2ANet: A Large-Scale Benchmark for Dense Action Detection from Table Tennis Match Broadcasting Videos. ACM Trans. Multim. Comput. Commun. Appl. 20(4): 118:1-118:23 (2024) - [c70]Xuhong Li, Haoyi Xiong, Xingjian Li, Xiao Zhang, Ji Liu, Haiyan Jiang, Zeyu Chen, Dejing Dou:
G-LIME: Statistical Learning for Local Interpretations of Deep Neural Networks Using Global Priors (Abstract Reprint). AAAI 2024: 22705 - [c69]Xuhong Li, Jiamin Chen, Yekun Chai, Haoyi Xiong:
GiLOT: Interpreting Generative Language Models via Optimal Transport. ICML 2024 - [i72]Haoyi Xiong, Xuhong Li, Xiaofei Zhang, Jiamin Chen, Xinhao Sun, Yuchen Li, Zeyi Sun, Mengnan Du:
Towards Explainable Artificial Intelligence (XAI): A Data Mining Perspective. CoRR abs/2401.04374 (2024) - [i71]Jiamin Chen, Xuhong Li, Yanwu Xu, Mengnan Du, Haoyi Xiong:
Explanations of Classifiers Enhance Medical Image Segmentation via End-to-end Pre-training. CoRR abs/2401.08469 (2024) - [i70]Ruyi Yang, Jingyu Hu, Zihao Li, Jianli Mu, Tingzhao Yu, Jiangjiang Xia, Xuhong Li, Aritra Dasgupta, Haoyi Xiong:
Interpretable Machine Learning for Weather and Climate Prediction: A Survey. CoRR abs/2403.18864 (2024) - [i69]Song Zhang, Qingzhong Wang, Junyi Liu, Haoyi Xiong:
ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model. CoRR abs/2406.10855 (2024) - [i68]Haoyi Xiong, Jiang Bian, Yuchen Li, Xuhong Li, Mengnan Du, Shuaiqiang Wang, Dawei Yin, Sumi Helal:
When Search Engine Services meet Large Language Models: Visions and Challenges. CoRR abs/2407.00128 (2024) - [i67]Haoyi Xiong, Zhiyuan Wang, Xuhong Li, Jiang Bian, Zeke Xie, Shahid Mumtaz, Laura E. Barnes:
Converging Paradigms: The Synergy of Symbolic and Connectionist AI in LLM-Empowered Autonomous Agents. CoRR abs/2407.08516 (2024) - [i66]Zipeng Qi, Lichen Bai, Haoyi Xiong, Zeke Xie:
Not All Noises Are Created Equally:Diffusion Noise Selection and Optimization. CoRR abs/2407.14041 (2024) - [i65]Yuan Liao, Jiang Bian, Yuhui Yun, Shuo Wang, Yubo Zhang, Jiaming Chu, Tao Wang, Kewei Li, Yuchen Li, Xuhong Li, Shilei Ji, Haoyi Xiong:
Towards Automated Data Sciences with Natural Language and SageCopilot: Practices and Lessons Learned. CoRR abs/2407.21040 (2024) - 2023
- [j70]Xuhong Li, Haoyi Xiong
, Xingjian Li, Xiao Zhang, Ji Liu, Haiyan Jiang, Zeyu Chen
, Dejing Dou:
G-LIME: Statistical learning for local interpretations of deep neural networks using global priors. Artif. Intell. 314: 103823 (2023) - [j69]Jianqiu Wu, Hongyang Chen, Minhao Cheng
, Haoyi Xiong:
CurvAGN: Curvature-based Adaptive Graph Neural Networks for Predicting Protein-Ligand Binding Affinity. BMC Bioinform. 24(1): 378 (2023) - [j68]Ashkan Farhangi
, Jiang Bian, Arthur Huang, Haoyi Xiong, Jun Wang, Zhishan Guo
:
AA-forecast: anomaly-aware forecast for extreme events. Data Min. Knowl. Discov. 37(3): 1209-1229 (2023) - [j67]Haoyi Xiong
, Xun Zhou
, David A. Bennett:
Detecting spatiotemporal propagation patterns of traffic congestion from fine-grained vehicle trajectory data. Int. J. Geogr. Inf. Sci. 37(5): 1157-1179 (2023) - [j66]Xuhong Li, Haoyi Xiong
, Siyu Huang
, Shilei Ji, Dejing Dou:
Cross-model consensus of explanations and beyond for image classification models: an empirical study. Mach. Learn. 112(5): 1627-1662 (2023) - [j65]Xuhong Li, Haoyi Xiong
, Yi Liu, Dingfu Zhou, Zeyu Chen, Yaqing Wang
, Dejing Dou:
Distilling ensemble of explanations for weakly-supervised pre-training of image segmentation models. Mach. Learn. 112(6): 2193-2209 (2023) - [j64]Xingjian Li
, Abulikemu Abuduweili
, Humphrey Shi
, Pengkun Yang, Dejing Dou, Haoyi Xiong, Chengzhong Xu:
Semi-supervised transfer learning with hierarchical self-regularization. Pattern Recognit. 144: 109831 (2023) - [j63]Ji Liu
, Lei Mo
, Sijia Yang, Jingbo Zhou, Shilei Ji, Haoyi Xiong
, Dejing Dou
:
Data Placement for Multi-Tenant Data Federation on the Cloud. IEEE Trans. Cloud Comput. 11(2): 1414-1429 (2023) - [j62]Nicholas Gray, Megan Moraes
, Jiang Bian
, Alex Wang, Allen Tian, Kurt M. Wilson, Yan Huang, Haoyi Xiong
, Zhishan Guo
:
GLARE: A Dataset for Traffic Sign Detection in Sun Glare. IEEE Trans. Intell. Transp. Syst. 24(11): 12323-12330 (2023) - [j61]Jindong Han
, Hao Liu
, Haoyi Xiong, Jing Yang:
Semi-Supervised Air Quality Forecasting via Self-Supervised Hierarchical Graph Neural Network. IEEE Trans. Knowl. Data Eng. 35(5): 5230-5243 (2023) - [j60]Yuchen Li
, Haoyi Xiong
, Qingzhong Wang
, Linghe Kong
, Hao Liu
, Haifang Li
, Jiang Bian
, Shuaiqiang Wang
, Guihai Chen
, Dejing Dou
, Dawei Yin
:
COLTR: Semi-Supervised Learning to Rank With Co-Training and Over-Parameterization for Web Search. IEEE Trans. Knowl. Data Eng. 35(12): 12542-12555 (2023) - [j59]Jiang Bian
, Haoyi Xiong
, Zhiyuan Wang
, Jingbo Zhou
, Shilei Ji, Hongyang Chen
, Daqing Zhang, Dejing Dou
:
$\mathcal {AFCS}:$AFCS: Aggregation-Free Spatial-Temporal Mobile Community Sensing. IEEE Trans. Mob. Comput. 22(9): 5017-5034 (2023) - [j58]Jiamin Chen, Xuhong Li, Lei Yu, Dejing Dou, Haoyi Xiong:
Beyond Intuition: Rethinking Token Attributions inside Transformers. Trans. Mach. Learn. Res. 2023 (2023) - [j57]Xingjian Li, Haoyi Xiong, Cheng-Zhong Xu, Dejing Dou:
SMILE: Sample-to-feature Mixup for Efficient Transfer Learning. Trans. Mach. Learn. Res. 2023 (2023) - [j56]Xueying Zhan, Zeyu Dai, Qingzhong Wang, Qing Li, Haoyi Xiong, Dejing Dou, Antoni B. Chan:
Pareto Optimization for Active Learning under Out-of-Distribution Data Scenarios. Trans. Mach. Learn. Res. 2023 (2023) - [j55]Fei Wu
, Qingzhong Wang
, Jiang Bian, Ning Ding, Feixiang Lu, Jun Cheng, Dejing Dou
, Haoyi Xiong
:
A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications. IEEE Trans. Multim. 25: 7943-7966 (2023) - [j54]En Wang
, Mijia Zhang
, Wenbin Liu
, Haoyi Xiong, Bo Yang
, Yongjian Yang
, Jie Wu
:
Outlier-Concerned Data Completion Exploiting Intra- and Inter-Data Correlations in Sparse CrowdSensing. IEEE/ACM Trans. Netw. 31(2): 648-663 (2023) - [j53]Jiang Bian
, Jizhou Huang
, Shilei Ji
, Yuan Liao
, Xuhong Li
, Qingzhong Wang
, Jingbo Zhou
, Dejing Dou
, Yaqing Wang
, Haoyi Xiong
:
Feynman: Federated Learning-Based Advertising for Ecosystems-Oriented Mobile Apps Recommendation. IEEE Trans. Serv. Comput. 16(5): 3361-3372 (2023) - [j52]Yuchen Li
, Haoyi Xiong
, Linghe Kong
, Rui Zhang
, Fanqin Xu
, Guihai Chen
, Minglu Li
:
MHRR: MOOCs Recommender Service With Meta Hierarchical Reinforced Ranking. IEEE Trans. Serv. Comput. 16(6): 4467-4480 (2023) - [c68]Qingrui Jia, Xuhong Li, Lei Yu, Jiang Bian, Penghao Zhao, Shupeng Li, Haoyi Xiong, Dejing Dou:
Learning from Training Dynamics: Identifying Mislabeled Data beyond Manually Designed Features. AAAI 2023: 8041-8049 - [c67]Jiamin Chen, Xuhong Li, Junting Xi, Lei Yu, Haoyi Xiong:
Rare Codes Count: Mining Inter-code Relations for Long-tail Clinical Text Classification. ClinicalNLP@ACL 2023: 403-413 - [c66]Yuchen Li, Haoyi Xiong, Linghe Kong, Jiang Bian, Shuaiqiang Wang, Guihai Chen, Dawei Yin:
GS2P: A Generative Pre-trained Learning to Rank Model with Over-parameterization for Web-Scale Search. DSAA 2023: 1-2 - [c65]Andong Deng, Xingjian Li, Di Hu, Tianyang Wang, Haoyi Xiong, Cheng-Zhong Xu:
Towards Inadequately Pre-trained Models in Transfer Learning. ICCV 2023: 19340-19351 - [c64]Yan Li, Xinjiang Lu, Haoyi Xiong, Jian Tang, Jiantao Su, Bo Jin, Dejing Dou:
Towards Long-Term Time-Series Forecasting: Feature, Pattern, and Distribution. ICDE 2023: 1611-1624 - [c63]Xuhong Li, Xuanyu Wu, Linghe Kong, Xiao Zhang, Siyu Huang, Dejing Dou, Haoyi Xiong:
ContRE: A Complementary Measure for Robustness Evaluation of Deep Networks via Contrastive Examples. ICDM 2023: 309-318 - [c62]Yuchen Li, Haoyi Xiong, Linghe Kong, Zeyi Sun, Hongyang Chen, Shuaiqiang Wang, Dawei Yin:
MPGraf: a Modular and Pre-trained Graphformer for Learning to Rank at Web-scale. ICDM 2023: 339-348 - [c61]Yuxuan Zhang, Qingzhong Wang, Jiang Bian, Yi Liu, Yanwu Xu, Dejing Dou, Haoyi Xiong:
Video4MRI: An Empirical Study on Brain Magnetic Resonance Image Analytics with CNN-Based Video Classification Frameworks. ISBI 2023: 1-5 - [c60]Xuewu Jiao
, Weibin Li
, Xinxuan Wu
, Wei Hu
, Miao Li
, Jiang Bian
, Siming Dai
, Xinsheng Luo
, Mingqing Hu
, Zhengjie Huang
, Danlei Feng
, Junchao Yang
, Shikun Feng
, Haoyi Xiong
, Dianhai Yu
, Shuanglong Li
, Jingzhou He
, Yanjun Ma
, Lin Liu
:
PGLBox: Multi-GPU Graph Learning Framework for Web-Scale Recommendation. KDD 2023: 4262-4272 - [c59]Yuchen Li
, Haoyi Xiong
, Linghe Kong
, Qingzhong Wang
, Shuaiqiang Wang
, Guihai Chen
, Dawei Yin
:
S2phere: Semi-Supervised Pre-training for Web Search over Heterogeneous Learning to Rank Data. KDD 2023: 4437-4448 - [c58]Junde Wu, Rao Fu, Huihui Fang, Yu Zhang, Yehui Yang, Haoyi Xiong, Huiying Liu, Yanwu Xu:
MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model. MIDL 2023: 1623-1639 - [c57]Ziqi Wen
, Qingzhong Wang
, Jiang Bian, Xuhong Li, Yi Liu, Haoyi Xiong
:
Context Matters: Cross-Domain Cell Detection in Histopathology Images via Contextual Regularization. MIUA 2023: 147-156 - [c56]Xuhong Li, Mengnan Du, Jiamin Chen, Yekun Chai, Himabindu Lakkaraju, Haoyi Xiong:
M4: A Unified XAI Benchmark for Faithfulness Evaluation of Feature Attribution Methods across Metrics, Modalities and Models. NeurIPS 2023 - [c55]Zeren Zhang, Xingjian Li, Tao Hong, Tianyang Wang, Jinwen Ma, Haoyi Xiong, Cheng-Zhong Xu:
Overcoming Catastrophic Forgetting for Fine-Tuning Pre-trained GANs. ECML/PKDD (5) 2023: 293-308 - [c54]Yuchen Li, Haoyi Xiong, Linghe Kong, Shuaiqiang Wang, Zeyi Sun, Hongyang Chen, Guihai Chen, Dawei Yin:
LtrGCN: Large-Scale Graph Convolutional Networks-Based Learning to Rank for Web Search. ECML/PKDD (6) 2023: 635-651 - [i64]Yan Li, Xinjiang Lu, Haoyi Xiong, Jian Tang, Jiantao Su, Bo Jin, Dejing Dou:
Towards Long-Term Time-Series Forecasting: Feature, Pattern, and Distribution. CoRR abs/2301.02068 (2023) - [i63]Yuxuan Zhang, Qingzhong Wang, Jiang Bian, Yi Liu, Yanwu Xu, Dejing Dou, Haoyi Xiong:
Video4MRI: An Empirical Study on Brain Magnetic Resonance Image Analytics with CNN-based Video Classification Frameworks. CoRR abs/2302.12688 (2023) - [i62]Haoyi Xiong, Xuhong Li, Boyang Yu, Zhanxing Zhu, Dongrui Wu, Dejing Dou:
Doubly Stochastic Models: Learning with Unbiased Label Noises and Inference Stability. CoRR abs/2304.00320 (2023) - [i61]Wenke Xia, Xingjian Li, Andong Deng, Haoyi Xiong, Dejing Dou, Di Hu:
Robust Cross-Modal Knowledge Distillation for Unconstrained Videos. CoRR abs/2304.07775 (2023) - [i60]Haoyi Xiong, Jiang Bian, Sijia Yang, Xiaofei Zhang, Linghe Kong, Daqing Zhang:
Natural Language based Context Modeling and Reasoning with LLMs: A Tutorial. CoRR abs/2309.15074 (2023) - [i59]Weibin Liao, Haoyi Xiong, Qingzhong Wang, Yan Mo, Xuhong Li, Yi Liu, Zeyu Chen, Siyu Huang, Dejing Dou:
MUSCLE: Multi-task Self-supervised Continual Learning to Pre-train Deep Models for X-ray Images of Multiple Body Parts. CoRR abs/2310.02000 (2023) - [i58]Weibin Liao, Xuhong Li, Qingzhong Wang, Yanwu Xu, Zhaozheng Yin, Haoyi Xiong:
CUPre: Cross-domain Unsupervised Pre-training for Few-Shot Cell Segmentation. CoRR abs/2310.03981 (2023) - [i57]Song Zhang, Qingzhong Wang, Jiang Bian, Haoyi Xiong:
TiC: Exploring Vision Transformer in Convolution. CoRR abs/2310.04134 (2023) - 2022
- [j51]Sijia Yang, Haoyi Xiong, Yunchao Zhang, Yi Ling, Licheng Wang, Kaibo Xu, Zeyi Sun
:
OGM: Online gaussian graphical models on the fly. Appl. Intell. 52(3): 3103-3117 (2022) - [j50]Qingzhong Wang, Pengfei Zhang, Haoyi Xiong, Jian Zhao:
Face.evoLVe: A cross-platform library for high-performance face analytics. Neurocomputing 494: 443-445 (2022) - [j49]Jiang Bian, Abdullah Al Arafat
, Haoyi Xiong
, Jing Li
, Li Li, Hongyang Chen
, Jun Wang
, Dejing Dou
, Zhishan Guo
:
Machine Learning in Real-Time Internet of Things (IoT) Systems: A Survey. IEEE Internet Things J. 9(11): 8364-8386 (2022) - [j48]Zhiyuan Wang
, Haoyi Xiong
, Jie Zhang
, Sijia Yang, Mehdi Boukhechba
, Daqing Zhang, Laura E. Barnes
, Dejing Dou
:
From Personalized Medicine to Population Health: A Survey of mHealth Sensing Techniques. IEEE Internet Things J. 9(17): 15413-15434 (2022) - [j47]Jie Zhang
, Yang Li
, Haoyi Xiong, Dejing Dou
, Chunyan Miao
, Daqing Zhang
:
HandGest: Hierarchical Sensing for Robust-in-the-Air Handwriting Recognition With Commodity WiFi Devices. IEEE Internet Things J. 9(19): 19529-19544 (2022) - [j46]Xuhong Li, Haoyi Xiong, Xingjian Li, Xuanyu Wu, Zeyu Chen, Dejing Dou:
InterpretDL: Explaining Deep Models in PaddlePaddle. J. Mach. Learn. Res. 23: 197:1-197:6 (2022) - [j45]Ji Liu
, Jizhou Huang
, Yang Zhou, Xuhong Li, Shilei Ji, Haoyi Xiong, Dejing Dou:
From distributed machine learning to federated learning: a survey. Knowl. Inf. Syst. 64(4): 885-917 (2022) - [j44]Xuhong Li, Haoyi Xiong, Xingjian Li, Xuanyu Wu, Xiao Zhang, Ji Liu, Jiang Bian, Dejing Dou:
Interpretable deep learning: interpretation, interpretability, trustworthiness, and beyond. Knowl. Inf. Syst. 64(12): 3197-3234 (2022) - [j43]Haoran Liu
, Haoyi Xiong
, Yaqing Wang
, Haozhe An, Dejing Dou, Dongrui Wu:
Exploring the common principal subspace of deep features in neural networks. Mach. Learn. 111(3): 1125-1157 (2022) - [j42]Xingjian Li
, Haoyi Xiong, Haozhe An, Cheng-Zhong Xu
, Dejing Dou:
COLAM: Co-Learning of Deep Neural Networks and Soft Labels via Alternating Minimization. Neural Process. Lett. 54(6): 4735-4749 (2022) - [j41]Sudharsan Vaidhun
, Zhishan Guo
, Jiang Bian
, Haoyi Xiong, Sajal K. Das
:
Dynamic Path Planning for Unmanned Aerial Vehicles Under Deadline and Sector Capacity Constraints. IEEE Trans. Emerg. Top. Comput. Intell. 6(4): 839-851 (2022) - [j40]Xingjian Li
, Haoyi Xiong, Zeyu Chen, Jun Huan, Ji Liu, Cheng-Zhong Xu
, Dejing Dou:
Knowledge Distillation with Attention for Deep Transfer Learning of Convolutional Networks. ACM Trans. Knowl. Discov. Data 16(3): 42:1-42:20 (2022) - [j39]Haoyi Xiong
, Ruosi Wan
, Jian Zhao
, Zeyu Chen
, Xingjian Li
, Zhanxing Zhu
, Jun Huan
:
GrOD: Deep Learning with Gradients Orthogonal Decomposition for Knowledge Transfer, Distillation, and Adversarial Training. ACM Trans. Knowl. Discov. Data 16(6): 117:1-117:25 (2022) - [j38]Fan Wang, Hao Tian, Haoyi Xiong, Hua Wu, Jie Fu, Yang Cao, Yu Kang, Haifeng Wang:
Evolving Decomposed Plasticity Rules for Information-Bottlenecked Meta-Learning. Trans. Mach. Learn. Res. 2022 (2022) - [c53]Yihang Yin, Qingzhong Wang, Siyu Huang
, Haoyi Xiong, Xiang Zhang:
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators. AAAI 2022: 8892-8900 - [c52]Siyu Huang
, Haoyi Xiong, Tianyang Wang, Bihan Wen
, Qingzhong Wang, Zeyu Chen, Jun Huan, Dejing Dou:
Parameter-Free Style Projection for Arbitrary Image Style Transfer. ICASSP 2022: 2070-2074 - [c51]En Wang, Mijia Zhang
, Yuanbo Xu, Haoyi Xiong, Yongjian Yang:
Spatiotemporal Fracture Data Inference in Sparse Urban CrowdSensing. INFOCOM 2022: 1499-1508 - [c50]Weibin Liao, Haoyi Xiong
, Qingzhong Wang, Yan Mo, Xuhong Li, Yi Liu, Zeyu Chen, Siyu Huang
, Dejing Dou:
MUSCLE: Multi-task Self-supervised Continual Learning to Pre-train Deep Models for X-Ray Images of Multiple Body Parts. MICCAI (8) 2022: 151-161 - [c49]Yaqing Wang, Xin Tian, Haoyi Xiong, Yueyang Li, Zeyu Chen, Sheng Guo, Dejing Dou:
RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning. NAACL-HLT (Findings) 2022: 1078-1084 - [c48]Yuchen Li
, Haoyi Xiong, Linghe Kong, Rui Zhang, Dejing Dou, Guihai Chen:
Meta Hierarchical Reinforced Learning to Rank for Recommendation: A Comprehensive Study in MOOCs. ECML/PKDD (6) 2022: 302-317 - [c47]Lutao Chu, Yi Liu, Zewu Wu, Shiyu Tang, Guowei Chen, Yuying Hao, Juncai Peng, Zhiliang Yu, Zeyu Chen
, Baohua Lai, Haoyi Xiong:
PP-HumanSeg: Connectivity-Aware Portrait Segmentation with a Large-Scale Teleconferencing Video Dataset. WACV (Workshops) 2022: 202-209 - [i56]Xueying Zhan, Qingzhong Wang, Kuan-Hao Huang, Haoyi Xiong, Dejing Dou, Antoni B. Chan
:
A Comparative Survey of Deep Active Learning. CoRR abs/2203.13450 (2022) - [i55]Liang Shen, Zhihua Wu, Weibao Gong, Hongxiang Hao, Yangfan Bai, HuaChao Wu, Xinxuan Wu, Haoyi Xiong, Dianhai Yu, Yanjun Ma:
SE-MoE: A Scalable and Efficient Mixture-of-Experts Distributed Training and Inference System. CoRR abs/2205.10034 (2022) - [i54]Qingzhong Wang, Haifang Li, Haoyi Xiong, Wen Wang, Jiang Bian, Yu Lu, Shuaiqiang Wang, Zhicong Cheng, Jingbo Zhou, Dawei Yin, Dejing Dou:
Practical Strategies of Active Learning to Rank for Web Search. CoRR abs/2205.10137 (2022) - [i53]Fei Wu, Qingzhong Wang, Jiang Bian, Haoyi Xiong, Ning Ding, Feixiang Lu, Jun Cheng, Dejing Dou:
A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications. CoRR abs/2206.01038 (2022) - [i52]Xueying Zhan, Ze-yu Dai, Qingzhong Wang, Qing Li, Haoyi Xiong, Dejing Dou, Antoni B. Chan
:
Pareto Optimization for Active Learning under Out-of-Distribution Data Scenarios. CoRR abs/2207.01190 (2022) - [i51]Xuhong Li, Haoyi Xiong, Yi Liu, Dingfu Zhou, Zeyu Chen, Yaqing Wang
, Dejing Dou:
Distilling Ensemble of Explanations for Weakly-Supervised Pre-Training of Image Segmentation Models. CoRR abs/2207.03335 (2022) - [i50]Jiang Bian, Qingzhong Wang, Haoyi Xiong, Jun Huang, Chen Liu, Xuhong Li, Jun Cheng, Jun Zhao, Feixiang Lu, Dejing Dou:
P2A: A Dataset and Benchmark for Dense Action Detection from Table Tennis Match Broadcasting Videos. CoRR abs/2207.12730 (2022) - [i49]Ashkan Farhangi, Jiang Bian, Arthur Huang, Haoyi Xiong, Jun Wang, Zhishan Guo:
AA-Forecast: Anomaly-Aware Forecast for Extreme Events. CoRR abs/2208.09933 (2022) - [i48]Nicholas Gray, Megan Moraes, Jiang Bian, Allen Tian, Alex Wang, Haoyi Xiong, Zhishan Guo:
GLARE: A Dataset for Traffic Sign Detection in Sun Glare. CoRR abs/2209.08716 (2022) - [i47]Yuying Hao, Yi Liu, Juncai Peng, Haoyi Xiong, Guowei Chen, Shiyu Tang, Zeyu Chen, Baohua Lai:
RAIS: Robust and Accurate Interactive Segmentation via Continual Learning. CoRR abs/2210.10984 (2022) - [i46]Junde Wu, Huihui Fang, Yehui Yang, Yu Zhang, Haoyi Xiong, Huazhu Fu, Yanwu Xu:
ExpNet: A unified network for Expert-Level Classification. CoRR abs/2211.15672 (2022) - [i45]Qingrui Jia, Xuhong Li, Lei Yu, Jiang Bian, Penghao Zhao, Shupeng Li, Haoyi Xiong, Dejing Dou:
Learning from Training Dynamics: Identifying Mislabeled Data Beyond Manually Designed Features. CoRR abs/2212.09321 (2022) - [i44]Siyu Huang, Tianyang Wang, Haoyi Xiong, Bihan Wen, Jun Huan, Dejing Dou:
Temporal Output Discrepancy for Loss Estimation-based Active Learning. CoRR abs/2212.10613 (2022) - 2021
- [j37]Sijia Yang, Haoyi Xiong, Kaibo Xu, Licheng Wang, Jiang Bian, Zeyi Sun
:
Improving covariance-regularized discriminant analysis for EHR-based predictive analytics of diseases. Appl. Intell. 51(1): 377-395 (2021) - [j36]Kafeng Wang, Haoyi Xiong
, Jie Zhang
, Hongyang Chen
, Dejing Dou
, Cheng-Zhong Xu
:
SenseMag: Enabling Low-Cost Traffic Monitoring Using Noninvasive Magnetic Sensing. IEEE Internet Things J. 8(22): 16666-16679 (2021) - [j35]Sijia Yang, Haoyi Xiong, Di Hu, Kaibo Xu, Licheng Wang, Peizhen Zhu, Zeyi Sun
:
Generalising combinatorial discriminant analysis through conditioning truncated Rayleigh flow. Knowl. Inf. Syst. 63(8): 2189-2208 (2021) - [j34]Junjie Shi
, Jiang Bian, Jakob Richter
, Kuan-Hsun Chen
, Jörg Rahnenführer
, Haoyi Xiong, Jian-Jia Chen
:
MODES: model-based optimization on distributed embedded systems. Mach. Learn. 110(6): 1527-1547 (2021) - [j33]Haiyan Jiang, Haoyi Xiong
, Dongrui Wu, Ji Liu, Dejing Dou:
AgFlow: fast model selection of penalized PCA via implicit regularization effects of gradient flow. Mach. Learn. 110(8): 2131-2150 (2021) - [j32]Yunchao Zhang, Zeyi Sun
, Ruwen Qin
, Haoyi Xiong
:
Idle Duration Prediction for Manufacturing System Using a Gaussian Mixture Model Integrated Neural Network for Energy Efficiency Improvement. IEEE Trans Autom. Sci. Eng. 18(1): 47-55 (2021) - [j31]Jiang Bian
, Sijia Yang, Haoyi Xiong, Licheng Wang
, Yanjie Fu, Zeyi Sun
, Zhishan Guo
, Jun Wang:
CRLEDD: Regularized Causalities Learning for Early Detection of Diseases Using Electronic Health Record (EHR) Data. IEEE Trans. Emerg. Top. Comput. Intell. 5(4): 541-553 (2021) - [j30]Xingjian Li
, Haoyi Xiong, Zeyu Chen, Jun Huan, Cheng-Zhong Xu
, Dejing Dou:
"In-Network Ensemble": Deep Ensemble Learning with Diversified Knowledge Distillation. ACM Trans. Intell. Syst. Technol. 12(5): 63:1-63:19 (2021) - [j29]Kafeng Wang, Haoyi Xiong, Jiang Bian, Zhanxing Zhu, Qian Gao, Zhishan Guo
, Cheng-Zhong Xu
, Jun Huan, Dejing Dou:
Sampling Sparse Representations with Randomized Measurement Langevin Dynamics. ACM Trans. Knowl. Discov. Data 15(2): 21:1-21:21 (2021) - [j28]Baoxin Zhao
, Haoyi Xiong
, Jiang Bian, Zhishan Guo
, Cheng-Zhong Xu
, Dejing Dou
:
COMO: Efficient Deep Neural Networks Expansion With COnvolutional MaxOut. IEEE Trans. Multim. 23: 1722-1730 (2021) - [c46]Congxi Xiao, Jingbo Zhou, Jizhou Huang, An Zhuo, Ji Liu, Haoyi Xiong, Dejing Dou:
C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 Outbreak. AAAI 2021: 4892-4900 - [c45]Chao Zhang, Jingbo Zhou, Xiaoling Zang, Qing Xu, Liang Yin, Xiang He, Lin Liu, Haoyi Xiong, Dejing Dou:
CHASE: Commonsense-Enriched Advertising on Search Engine with Explicit Knowledge. CIKM 2021: 4352-4361 - [c44]Siyu Huang
, Tianyang Wang, Haoyi Xiong, Jun Huan, Dejing Dou:
Semi-Supervised Active Learning with Temporal Output Discrepancy. ICCV 2021: 3427-3436 - [c43]Ji Liu, Haoyi Xiong, Xiakai Wang, Jizhou Huang, Qiaojun Li, Tongtong Huang, Siyu Huang
, Haifeng Wang, Dejing Dou:
An Investigation of Containment Measure Implementation and Public Responses to the COVID-19 Pandemic in Mainland China. ICDH 2021: 234-243 - [c42]Xiao Zhang, Haoyi Xiong, Dongrui Wu:
Rethink the Connections among Generalization, Memorization, and the Spectral Bias of DNNs. IJCAI 2021: 3392-3398 - [c41]Shuangli Li, Jingbo Zhou, Tong Xu, Liang Huang, Fan Wang, Haoyi Xiong, Weili Huang, Dejing Dou, Hui Xiong:
Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity. KDD 2021: 975-985 - [c40]Hao Liu, Qian Gao, Jiang Li, Xiaochao Liao, Hao Xiong, Guangxing Chen, Wenlin Wang, Guobao Yang, Zhiwei Zha, Daxiang Dong, Dejing Dou, Haoyi Xiong:
JIZHI: A Fast and Cost-Effective Model-As-A-Service System for Web-Scale Online Inference at Baidu. KDD 2021: 3289-3298 - [i43]Xuhong Li, Haoyi Xiong, Xingjian Li, Xuanyu Wu, Xiao Zhang, Ji Liu, Jiang Bian, Dejing Dou:
Interpretable Deep Learning: Interpretations, Interpretability, Trustworthiness, and Beyond. CoRR abs/2103.10689 (2021) - [i42]Xingjian Li, Haoyi Xiong, Chengzhong Xu, Dejing Dou:
SMILE: Self-Distilled MIxup for Efficient Transfer LEarning. CoRR abs/2103.13941 (2021) - [i41]Ji Liu, Jizhou Huang, Yang Zhou, Xuhong Li, Shilei Ji, Haoyi Xiong, Dejing Dou:
From Distributed Machine Learning to Federated Learning: A Survey. CoRR abs/2104.14362 (2021) - [i40]Hao Liu, Qian Gao, Jiang Li, Xiaochao Liao, Hao Xiong, Guangxing Chen, Wenlin Wang, Guobao Yang, Zhiwei Zha, Daxiang Dong, Dejing Dou, Haoyi Xiong:
JIZHI: A Fast and Cost-Effective Model-As-A-Service System for Web-Scale Online Inference at Baidu. CoRR abs/2106.01674 (2021) - [i39]Xiao Zhang, Dongrui Wu, Haoyi Xiong, Bo Dai:
Optimization Variance: Exploring Generalization Properties of DNNs. CoRR abs/2106.01714 (2021) - [i38]Xuanyu Wu, Xuhong Li, Haoyi Xiong, Xiao Zhang, Siyu Huang, Dejing Dou:
Practical Assessment of Generalization Performance Robustness for Deep Networks via Contrastive Examples. CoRR abs/2106.10653 (2021) - [i37]Haiyan Jiang, Shuyu Li, Luwei Zhang, Haoyi Xiong, Dejing Dou:
Robust Matrix Factorization with Grouping Effect. CoRR abs/2106.13681 (2021) - [i36]Zhiyuan Wang, Haoyi Xiong, Jie Zhang, Sijia Yang, Mehdi Boukhechba, Laura E. Barnes, Daqing Zhang:
From Personalized Medicine to Population Health: A Survey of mHealth Sensing Techniques. CoRR abs/2107.00948 (2021) - [i35]Qingzhong Wang, Pengfei Zhang, Haoyi Xiong, Jian Zhao:
Face.evoLVe: A High-Performance Face Recognition Library. CoRR abs/2107.08621 (2021) - [i34]Shuangli Li, Jingbo Zhou, Tong Xu, Liang Huang, Fan Wang, Haoyi Xiong, Weili Huang, Dejing Dou, Hui Xiong:
Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity. CoRR abs/2107.10670 (2021) - [i33]Siyu Huang, Tianyang Wang, Haoyi Xiong, Jun Huan, Dejing Dou:
Semi-Supervised Active Learning with Temporal Output Discrepancy. CoRR abs/2107.14153 (2021) - [i32]Xuhong Li, Haoyi Xiong, Siyu Huang, Shilei Ji, Dejing Dou:
Cross-Model Consensus of Explanations and Beyond for Image Classification Models: An Empirical Study. CoRR abs/2109.00707 (2021) - [i31]Fan Wang, Hao Tian, Haoyi Xiong, Hua Wu, Yang Cao, Yu Kang, Haifeng Wang:
Do What Nature Did To Us: Evolving Plastic Recurrent Neural Networks For Task Generalization. CoRR abs/2109.03554 (2021) - [i30]Yihang Yin, Qingzhong Wang, Siyu Huang, Haoyi Xiong, Xiang Zhang:
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators. CoRR abs/2109.10259 (2021) - [i29]Haoran Liu, Haoyi Xiong, Yaqing Wang, Haozhe An, Dongrui Wu, Dejing Dou:
Exploring the Common Principal Subspace of Deep Features in Neural Networks. CoRR abs/2110.02863 (2021) - [i28]Haiyan Jiang, Haoyi Xiong, Dongrui Wu, Ji Liu, Dejing Dou:
AgFlow: Fast Model Selection of Penalized PCA via Implicit Regularization Effects of Gradient Flow. CoRR abs/2110.03273 (2021) - [i27]Kafeng Wang, Haoyi Xiong, Jie Zhang, Hongyang Chen, Dejing Dou, Cheng-Zhong Xu:
SenseMag: Enabling Low-Cost Traffic Monitoring using Non-invasive Magnetic Sensing. CoRR abs/2110.12377 (2021) - [i26]Lutao Chu, Yi Liu, Zewu Wu, Shiyu Tang, Guowei Chen, Yuying Hao, Juncai Peng, Zhiliang Yu, Zeyu Chen, Baohua Lai, Haoyi Xiong:
PP-HumanSeg: Connectivity-Aware Portrait Segmentation with a Large-Scale Teleconferencing Video Dataset. CoRR abs/2112.07146 (2021) - [i25]Ji Liu, Lei Mo, Sijia Yang, Jingbo Zhou, Shilei Ji, Haoyi Xiong, Dejing Dou:
Data Placement for Multi-Tenant Data Federation on the Cloud. CoRR abs/2112.07980 (2021) - 2020
- [j27]Yongliang Yang
, Zhijie Liu, Haoyi Xiong, Yixin Yin:
Adaptive singularity-free controller design of constrained nonlinear systems with prescribed performance. Neurocomputing 417: 212-223 (2020) - [j26]Yongliang Yang
, Dawei Ding, Haoyi Xiong, Yixin Yin, Donald C. Wunsch:
Online barrier-actor-critic learning for H∞ control with full-state constraints and input saturation. J. Frankl. Inst. 357(6): 3316-3344 (2020) - [j25]Jiang Bian, Haoyi Xiong, Yanjie Fu, Jun Huan, Zhishan Guo
:
MP2SDA: Multi-Party Parallelized Sparse Discriminant Learning. ACM Trans. Knowl. Discov. Data 14(3): 26:1-26:22 (2020) - [c39]Jie An, Haoyi Xiong, Jun Huan, Jiebo Luo:
Ultrafast Photorealistic Style Transfer via Neural Architecture Search. AAAI 2020: 10443-10450 - [c38]Qi Kang, Ji Liu, Sijia Yang, Haoyi Xiong, Haozhe An, Xingjian Li
, Zhi Feng, Licheng Wang, Dejing Dou:
Quasi-optimal Data Placement for Secure Multi-tenant Data Federation on the Cloud. IEEE BigData 2020: 1954-1963 - [c37]Ji Liu, Xiakai Wang, Haoyi Xiong, Jizhou Huang
, Siyu Huang, Haozhe An, Dejing Dou, Haifeng Wang:
An Investigation of Containment Measures Against the COVID-19 Pandemic in Mainland China. IEEE BigData 2020: 3204-3211 - [c36]Qingzhong Wang, Jiuniu Wang, Antoni B. Chan, Siyu Huang, Haoyi Xiong, Xingjian Li
, Dejing Dou:
Neighbours Matter: Image Captioning with Similar Images. BMVC 2020 - [c35]Sudharsan Vaidhun, Zhishan Guo
, Jiang Bian, Haoyi Xiong, Sajal K. Das:
Priority-based Multi-Flight Path Planning with Uncertain Sector Capacities. ICACI 2020: 529-535 - [c34]Xingjian Li
, Haoyi Xiong, Haozhe An, Cheng-Zhong Xu, Dejing Dou:
RIFLE: Backpropagation in Depth for Deep Transfer Learning through Re-Initializing the Fully-connected LayEr. ICML 2020: 6010-6019 - [c33]Jingfeng Wu, Wenqing Hu, Haoyi Xiong, Jun Huan, Vladimir Braverman, Zhanxing Zhu:
On the Noisy Gradient Descent that Generalizes as SGD. ICML 2020: 10367-10376 - [c32]Siyu Huang
, Haoyi Xiong, Zhi-Qi Cheng
, Qingzhong Wang
, Xingran Zhou, Bihan Wen
, Jun Huan, Dejing Dou:
Generating Person Images with Appearance-aware Pose Stylizer. IJCAI 2020: 623-629 - [i24]Di Hu, Zheng Wang, Haoyi Xiong, Dong Wang, Feiping Nie, Dejing Dou:
Curriculum Audiovisual Learning. CoRR abs/2001.09414 (2020) - [i23]Siyu Huang, Haoyi Xiong, Tianyang Wang, Qingzhong Wang, Zeyu Chen, Jun Huan, Dejing Dou:
Parameter-Free Style Projection for Arbitrary Style Transfer. CoRR abs/2003.07694 (2020) - [i22]Xingjian Li, Haoyi Xiong, Haozhe An, Dejing Dou, Chengzhong Xu:
COLAM: Co-Learning of Deep Neural Networks and Soft Labels via Alternating Minimization. CoRR abs/2004.12443 (2020) - [i21]Xingjian Li, Haoyi Xiong, Haozhe An, Chengzhong Xu, Dejing Dou:
RIFLE: Backpropagation in Depth for Deep Transfer Learning through Re-Initializing the Fully-connected LayEr. CoRR abs/2007.03349 (2020) - [i20]Ji Liu, Xiakai Wang, Haoyi Xiong, Jizhou Huang, Siyu Huang, Haozhe An, Dejing Dou, Haifeng Wang:
An Investigation of Containment Measures Against the COVID-19 Pandemic in Mainland China. CoRR abs/2007.08254 (2020) - [i19]Siyu Huang, Haoyi Xiong, Zhi-Qi Cheng, Qingzhong Wang, Xingran Zhou, Bihan Wen, Jun Huan, Dejing Dou:
Generating Person Images with Appearance-aware Pose Stylizer. CoRR abs/2007.09077 (2020) - [i18]Xingjian Li, Haoyi Xiong, Haozhe An, Chengzhong Xu, Dejing Dou:
XMixup: Efficient Transfer Learning with Auxiliary Samples by Cross-domain Mixup. CoRR abs/2007.10252 (2020) - [i17]Xingjian Li, Di Hu, Xuhong Li, Haoyi Xiong, Zhi Ye, Zhipeng Wang, Chengzhong Xu, Dejing Dou:
Towards Accurate Knowledge Transfer via Target-awareness Representation Disentanglement. CoRR abs/2010.08532 (2020) - [i16]Jingbo Zhou, Shuangli Li, Liang Huang, Haoyi Xiong, Fan Wang, Tong Xu, Hui Xiong, Dejing Dou:
Distance-aware Molecule Graph Attention Network for Drug-Target Binding Affinity Prediction. CoRR abs/2012.09624 (2020) - [i15]Congxi Xiao, Jingbo Zhou, Jizhou Huang
, An Zhuo, Ji Liu, Haoyi Xiong, Dejing Dou:
C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 Outbreak. CoRR abs/2012.12169 (2020)
2010 – 2019
- 2019
- [j24]Sijia Yang, Jiang Bian, Licheng Wang, Haojin Zhu
, Yanjie Fu, Haoyi Xiong
:
EdgeSense: Edge-Mediated Spatial- Temporal Crowdsensing. IEEE Access 7: 1495122-95131 (2019) - [j23]Md Monirul Islam, Xiao Zhong, Zeyi Sun
, Haoyi Xiong, Wenqing Hu:
Real-time frequency regulation using aggregated electric vehicles in smart grid. Comput. Ind. Eng. 134: 11-26 (2019) - [j22]Haoyi Xiong
, Wei Cheng
, Jiang Bian
, Wenqing Hu
, Zeyi Sun
, Zhishan Guo
:
$\mathcal{DBSDA}$ : Lowering the Bound of Misclassification Rate for Sparse Linear Discriminant Analysis via Model Debiasing. IEEE Trans. Neural Networks Learn. Syst. 30(3): 707-717 (2019) - [j21]Yongliang Yang
, Zhishan Guo
, Haoyi Xiong, Da-Wei Ding
, Yixin Yin
, Donald C. Wunsch
:
Data-Driven Robust Control of Discrete-Time Uncertain Linear Systems via Off-Policy Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 30(12): 3735-3747 (2019) - [c31]Haoyi Xiong, Kafeng Wang, Jiang Bian, Zhanxing Zhu, Cheng-Zhong Xu
, Zhishan Guo
, Jun Huan:
SpHMC: Spectral Hamiltonian Monte Carlo. AAAI 2019: 5516-5524 - [c30]Zhi Feng, Jun Huan, Haoyi Xiong, Chuanyuan Song, Sijia Yang, Baoxin Zhao, Licheng Wang, Zeyu Chen, Shengwen Yang, Liping Liu:
SecureGBM: Secure Multi-Party Gradient Boosting. IEEE BigData 2019: 1312-1321 - [c29]Zhengcong Yin, Haoyi Xiong, Xun Zhou, Daniel W. Goldberg
, David A. Bennett, Chong Zhang
:
A Deep Learning based Illegal Parking Detection Platform. GeoAI@SIGSPATIAL 2019: 32-35 - [c28]Ruosi Wan, Haoyi Xiong, Xingjian Li
, Zhanxing Zhu, Jun Huan:
Towards Making Deep Transfer Learning Never Hurt. ICDM 2019: 578-587 - [c27]Xingjian Li
, Haoyi Xiong, Hanchao Wang, Yuxuan Rao, Liping Liu, Jun Huan:
Delta: Deep Learning Transfer using Feature Map with Attention for Convolutional Networks. ICLR (Poster) 2019 - [c26]Ruosi Wan, Mingjun Zhong
, Haoyi Xiong, Zhanxing Zhu:
Neural Control Variates for Monte Carlo Variance Reduction. ECML/PKDD (2) 2019: 533-547 - [c25]Li Li, Haoyi Xiong, Zhishan Guo
, Jun Wang, Cheng-Zhong Xu
:
SmartPC: Hierarchical Pace Control in Real-Time Federated Learning System. RTSS 2019: 406-418 - [c24]Feng Wang, Yasha Wang, Jiangtao Wang
, Haoyi Xiong, Junfeng Zhao, Daqing Zhang:
Assessing Mental Stress Based on Smartphone Sensing Data: An Empirical Study. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 1031-1038 - [i14]Wenqing Hu, Zhanxing Zhu, Haoyi Xiong, Jun Huan:
Quasi-potential as an implicit regularizer for the loss function in the stochastic gradient descent. CoRR abs/1901.06054 (2019) - [i13]Xingjian Li, Haoyi Xiong, Hanchao Wang, Yuxuan Rao, Liping Liu, Jun Huan:
DELTA: DEep Learning Transfer using Feature Map with Attention for Convolutional Networks. CoRR abs/1901.09229 (2019) - [i12]Jie An, Haoyi Xiong, Jinwen Ma, Jiebo Luo, Jun Huan:
StyleNAS: An Empirical Study of Neural Architecture Search to Uncover Surprisingly Fast End-to-End Universal Style Transfer Networks. CoRR abs/1906.02470 (2019) - [i11]Jingfeng Wu, Wenqing Hu, Haoyi Xiong, Jun Huan, Zhanxing Zhu:
The Multiplicative Noise in Stochastic Gradient Descent: Data-Dependent Regularization, Continuous and Discrete Approximation. CoRR abs/1906.07405 (2019) - [i10]Jie An, Haoyi Xiong, Jiebo Luo, Jun Huan, Jinwen Ma:
Fast Universal Style Transfer for Artistic and Photorealistic Rendering. CoRR abs/1907.03118 (2019) - [i9]Ruosi Wan, Haoyi Xiong, Xingjian Li, Zhanxing Zhu, Jun Huan:
Towards Making Deep Transfer Learning Never Hurt. CoRR abs/1911.07489 (2019) - [i8]Zhi Feng, Haoyi Xiong, Chuanyuan Song, Sijia Yang, Baoxin Zhao, Licheng Wang, Zeyu Chen, Shengwen Yang, Liping Liu, Jun Huan:
SecureGBM: Secure Multi-Party Gradient Boosting. CoRR abs/1911.11997 (2019) - [i7]Jie An, Haoyi Xiong, Jun Huan, Jiebo Luo:
Ultrafast Photorealistic Style Transfer via Neural Architecture Search. CoRR abs/1912.02398 (2019) - 2018
- [j20]Md Monirul Islam, Xiao Zhong, Haoyi Xiong, Zeyi Sun
:
Optimal scheduling of manufacturing and onsite generation systems in over-generation mitigation oriented electricity demand response program. Comput. Ind. Eng. 115: 381-388 (2018) - [j19]Ashikahmed Bhuiyan, Zhishan Guo
, Abusayeed Saifullah
, Nan Guan
, Haoyi Xiong:
Energy-Efficient Real-Time Scheduling of DAG Tasks. ACM Trans. Embed. Comput. Syst. 17(5): 84:1-84:25 (2018) - [j18]Leye Wang
, Daqing Zhang, Dingqi Yang, Animesh Pathak, Chao Chen, Xiao Han, Haoyi Xiong, Yasha Wang:
SPACE-TA: Cost-Effective Task Allocation Exploiting Intradata and Interdata Correlations in Sparse Crowdsensing. ACM Trans. Intell. Syst. Technol. 9(2): 20:1-20:28 (2018) - [j17]Liang Wang
, Zhiwen Yu
, Qi Han
, Bin Guo
, Haoyi Xiong:
Multi-Objective Optimization Based Allocation of Heterogeneous Spatial Crowdsourcing Tasks. IEEE Trans. Mob. Comput. 17(7): 1637-1650 (2018) - [j16]Jiangtao Wang
, Yasha Wang
, Daqing Zhang, Feng Wang, Haoyi Xiong
, Chao Chen, Qin Lv, Zhaopeng Qiu:
Multi-Task Allocation in Mobile Crowd Sensing with Individual Task Quality Assurance. IEEE Trans. Mob. Comput. 17(9): 2101-2113 (2018) - [j15]Weiping Zhu
, Wenzhong Guo
, Zhiyong Yu
, Haoyi Xiong:
Multitask Allocation to Heterogeneous Participants in Mobile Crowd Sensing. Wirel. Commun. Mob. Comput. 2018: 7218061:1-7218061:10 (2018) - [c23]Ying Mao, Victoria Green, Jiayin Wang, Haoyi Xiong, Zhishan Guo
:
DRESS: Dynamic RESource-Reservation Scheme for Congested Data-Intensive Computing Platforms. IEEE CLOUD 2018: 694-701 - [c22]Jiang Bian, Haoyi Xiong, Yanjie Fu, Sajal K. Das:
CSWA: Aggregation-Free Spatial-Temporal Community Sensing. AAAI 2018: 2087-2094 - [c21]Haoyi Xiong, Amin Vahedian, Xun Zhou, Yanhua Li, Jun Luo:
Predicting Traffic Congestion Propagation Patterns: A Propagation Graph Approach. IWCTS@SIGSPATIAL 2018: 60-69 - [c20]Xin Xu, Yanjie Fu, Haoyi Xiong, Bo Jin, Xiaolin Li, Shuli Hu, Minghao Yin
:
Dr. Right!: Embedding-Based Adaptively-Weighted Mixture Multi-classification Model for Finding Right Doctors with Healthcare Experience Data. ICDM 2018: 647-656 - [c19]Haoyi Xiong, Wei Cheng, Yanjie Fu, Wenqing Hu, Jiang Bian, Zhishan Guo
:
De-biasing Covariance-Regularized Discriminant Analysis. IJCAI 2018: 2889-2897 - [c18]Zhishan Guo
, Kecheng Yang
, Sudharsan Vaidhun, Samsil Arefin, Sajal K. Das, Haoyi Xiong:
Uniprocessor Mixed-Criticality Scheduling with Graceful Degradation by Completion Rate. RTSS 2018: 373-383 - [i6]Ying Mao, Victoria Green, Jiayin Wang, Haoyi Xiong, Zhishan Guo:
DRESS: Dynamic RESource-reservation Scheme for Congested Data-intensive Computing Platforms. CoRR abs/1805.08359 (2018) - 2017
- [j14]Haoyi Xiong, Daqing Zhang, Zhishan Guo
, Guanling Chen, Laura E. Barnes:
Near-Optimal Incentive Allocation for Piggyback Crowdsensing. IEEE Commun. Mag. 55(6): 120-125 (2017) - [j13]Haoyi Xiong
, Jinghe Zhang, Yu Huang, Kevin Leach, Laura E. Barnes:
Daehr: A Discriminant Analysis Framework for Electronic Health Record Data and an Application to Early Detection of Mental Health Disorders. ACM Trans. Intell. Syst. Technol. 8(3): 47:1-47:21 (2017) - [j12]Leye Wang, Daqing Zhang, Haoyi Xiong, John Paul Gibson
, Chao Chen, Bing Xie:
ecoSense: Minimize Participants' Total 3G Data Cost in Mobile Crowdsensing Using Opportunistic Relays. IEEE Trans. Syst. Man Cybern. Syst. 47(6): 965-978 (2017) - [c17]Jiang Bian, Laura E. Barnes, Guanling Chen, Haoyi Xiong:
Early detection of diseases using electronic health records data and covariance-regularized linear discriminant analysis. BHI 2017: 457-460 - [c16]Zhishan Guo, Ashikahmed Bhuiyan, Abusayeed Saifullah, Nan Guan
, Haoyi Xiong:
Energy-Efficient Multi-Core Scheduling for Real-Time DAG Tasks. ECRTS 2017: 22:1-22:21 - [c15]Haoyi Xiong, Wei Cheng, Wenqing Hu, Jiang Bian, Zhishan Guo
:
AWDA: An Adaptive Wishart Discriminant Analysis. ICDM 2017: 525-534 - [c14]Jiang Bian, Haoyi Xiong, Wei Cheng, Wenqing Hu, Zhishan Guo
, Yanjie Fu:
Multi-party Sparse Discriminant Learning. ICDM 2017: 745-750 - [c13]Ying Zhang, Zhishan Guo
, Lingxiang Wang, Haoyi Xiong, Zhenkai Zhang
:
Integrating Cache-Related Preemption Delay into GEDF Analysis for Multiprocessor Scheduling with On-chip Cache. TrustCom/BigDataSE/ICESS 2017: 815-822 - [c12]Yongpeng Liu, Yusong Lin, Xingjin Zhang, Zongmin Wang, Yang Gao, Guanling Chen, Haoyi Xiong:
Classifying respiratory sounds using electronic stethoscope. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-8 - [c11]Sudharsan Vaidhun, Samsil Arefin, Zhishan Guo
, Haoyi Xiong, Sajal K. Das
:
Response time in mixed-critical pervasive systems. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-6 - [i5]Haoyi Xiong, Wei Cheng, Wenqing Hu, Jiang Bian, Zhishan Guo:
FWDA: a Fast Wishart Discriminant Analysis with its Application to Electronic Health Records Data Classification. CoRR abs/1704.07790 (2017) - [i4]Jiang Bian, Haoyi Xiong, Yanjie Fu, Sajal K. Das:
CSWA: Aggregation-Free Spatial-Temporal Community Sensing. CoRR abs/1711.05712 (2017) - 2016
- [j11]Fereshteh Asgari, Alexis Sultan, Haoyi Xiong, Vincent Gauthier
, Mounîm A. El-Yacoubi
:
CT-Mapper: Mapping sparse multimodal cellular trajectories using a multilayer transportation network. Comput. Commun. 95: 69-81 (2016) - [j10]Jiangtao Wang
, Yasha Wang, Daqing Zhang, Leye Wang, Haoyi Xiong, Abdelsalam Helal
, Yuanduo He, Feng Wang:
Fine-Grained Multitask Allocation for Participatory Sensing With a Shared Budget. IEEE Internet Things J. 3(6): 1395-1405 (2016) - [j9]Haoyi Xiong, Daqing Zhang, Guanling Chen, Leye Wang, Vincent Gauthier
, Laura E. Barnes:
iCrowd: Near-Optimal Task Allocation for Piggyback Crowdsensing. IEEE Trans. Mob. Comput. 15(8): 2010-2022 (2016) - [c10]Haoyi Xiong, Yu Huang, Laura E. Barnes, Matthew S. Gerber:
Sensus: a cross-platform, general-purpose system for mobile crowdsensing in human-subject studies. UbiComp 2016: 415-426 - [c9]Yu Huang, Haoyi Xiong, Kevin Leach, Yuyan Zhang, Philip Chow, Karl C. Fua, Bethany A. Teachman, Laura E. Barnes:
Assessing social anxiety using gps trajectories and point-of-interest data. UbiComp 2016: 898-903 - [i3]Fereshteh Asgari, Alexis Sultan, Haoyi Xiong, Vincent Gauthier, Mounim A. El-Yacoubi:
CT-Mapper: Mapping Sparse Multimodal Cellular Trajectories using a Multilayer Transportation Network. CoRR abs/1604.06577 (2016) - [i2]Haoyi Xiong, Yanjie Fu, Wenqing Hu, Guanling Chen, Laura E. Barnes:
Provably Good Early Detection of Diseases using Non-Sparse Covariance-Regularized Linear Discriminant Analysis. CoRR abs/1610.05446 (2016) - 2015
- [b1]Haoyi Xiong:
Near-optimal mobile crowdsensing : design framework and algorithms. (Quasi-optimal mobile crowdsensing : cadre de conception et algorithmes). Telecom & Management SudParis, Évry, Essonne, France, 2015 - [j8]Daqiang Zhang, Daqing Zhang, Haoyi Xiong, Laurence T. Yang, Vincent Gauthier
:
NextCell: Predicting Location Using Social Interplay from Cell Phone Traces. IEEE Trans. Computers 64(2): 452-463 (2015) - [j7]Haoyi Xiong, Daqing Zhang, Leye Wang, J. Paul Gibson
, Jie Zhu:
EEMC: Enabling Energy-Efficient Mobile Crowdsensing with Anonymous Participants. ACM Trans. Intell. Syst. Technol. 6(3): 39:1-39:26 (2015) - [j6]Haoyi Xiong, Daqing Zhang, Leye Wang, Hakima Chaouchi:
EMC3: Energy-Efficient Data Transfer in Mobile Crowdsensing under Full Coverage Constraint. IEEE Trans. Mob. Comput. 14(7): 1355-1368 (2015) - [j5]Leye Wang, Daqing Zhang, Zhixian Yan, Haoyi Xiong, Bing Xie:
effSense: A Novel Mobile Crowd-Sensing Framework for Energy-Efficient and Cost-Effective Data Uploading. IEEE Trans. Syst. Man Cybern. Syst. 45(12): 1549-1563 (2015) - [c8]Jinghe Zhang, Haoyi Xiong, Yu Huang, Hao Wu, Kevin Leach, Laura E. Barnes:
M-SEQ: Early detection of anxiety and depression via temporal orders of diagnoses in electronic health data. IEEE BigData 2015: 2569-2577 - [c7]Leye Wang, Daqing Zhang, Animesh Pathak, Chao Chen, Haoyi Xiong, Dingqi Yang, Yasha Wang:
CCS-TA: quality-guaranteed online task allocation in compressive crowdsensing. UbiComp 2015: 683-694 - [c6]Haoyi Xiong, Daqing Zhang, Guanling Chen, Leye Wang, Vincent Gauthier
:
CrowdTasker: Maximizing coverage quality in Piggyback Crowdsensing under budget constraint. PerCom 2015: 55-62 - 2014
- [j4]Daqing Zhang, Leye Wang, Haoyi Xiong, Bin Guo:
4W1H in mobile crowd sensing. IEEE Commun. Mag. 52(8): 42-48 (2014) - [j3]Haoyi Xiong, Daqing Zhang, Daqiang Zhang, Vincent Gauthier
, Kun Yang, Monique Becker:
MPaaS: Mobility prediction as a service in telecom cloud. Inf. Syst. Frontiers 16(1): 59-75 (2014) - [j2]Daqiang Zhang, Daqing Zhang, Haoyi Xiong, Ching-Hsien Hsu, Athanasios V. Vasilakos
:
BASA: building mobile Ad-Hoc social networks on top of android. IEEE Netw. 28(1): 4-9 (2014) - [j1]Daqiang Zhang
, Min Chen, Mohsen Guizani, Haoyi Xiong, Daqing Zhang:
Mobility prediction in telecom cloud using mobile calls. IEEE Wirel. Commun. 21(1): 26-32 (2014) - [c5]Daqing Zhang, Haoyi Xiong, Leye Wang, Guanling Chen:
CrowdRecruiter: selecting participants for piggyback crowdsensing under probabilistic coverage constraint. UbiComp 2014: 703-714 - 2013
- [c4]Leye Wang, Daqing Zhang, Haoyi Xiong:
effSense: energy-efficient and cost-effective data uploading in mobile crowdsensing. UbiComp (Adjunct Publication) 2013: 1075-1086 - [i1]Daqiang Zhang, Qin Zou, Haoyi Xiong:
CRUC: Cold-start Recommendations Using Collaborative Filtering in Internet of Things. CoRR abs/1306.0165 (2013) - 2012
- [c3]Daqiang Zhang
, Athanasios V. Vasilakos
, Haoyi Xiong:
Predicting location using mobile phone calls. SIGCOMM 2012: 295-296 - [c2]Haoyi Xiong, Daqing Zhang, Daqiang Zhang, Vincent Gauthier
:
Predicting Mobile Phone User Locations by Exploiting Collective Behavioral Patterns. UIC/ATC 2012: 164-171
2000 – 2009
- 2008
- [c1]Ying Jiang, Hui Dong, Haoyi Xiong:
OntoLTCn: A Chinese Text Oriented Semi-auto Ontology Knowledge Discovery Tool. CSSE (1) 2008: 662-665
Coauthor Index
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