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2020 – today
- 2024
[j5]Tianqianjin Lin
, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Weikang Yuan, Xurui Li, Changlong Sun, Cui Huang, Xiaozhong Liu:
Towards human-like perception: Learning structural causal model in heterogeneous graph. Inf. Process. Manag. 61(2): 103600 (2024)- [j4]Hong Wu, Jianqiang Li, Yangyang Kang, Tingwei Zhong:
Exploring noise control strategies for UMLS-based query expansion in health and biomedical information retrieval. J. Ambient Intell. Humaniz. Comput. 15(3): 1825-1836 (2024) - [j3]Jiannan Guo, Yangyang Kang, Xiaolin Li, Wenqiao Zhang, Kun Kuang, Changlong Sun, Siliang Tang, Fei Wu:
Unleash the Power of Inconsistency-Based Semi-Supervised Active Learning by Dynamic Programming of Curriculum Learning. IEEE Trans. Knowl. Data Eng. 36(11): 7268-7282 (2024) - [c39]Pengwei Yan, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Tianqianjin Lin, Changlong Sun, Xiaozhong Liu:
Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery. AAAI 2024: 9223-9231 - [c38]Yongqiang Ma, Lizhi Qing, Jiawei Liu, Yangyang Kang, Yue Zhang, Wei Lu, Xiaozhong Liu, Qikai Cheng:
From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications. ACL (Findings) 2024: 2127-2137 - [c37]Zi Xiong, Lizhi Qing, Yangyang Kang, Jiawei Liu, Hongsong Li, Changlong Sun, Xiaozhong Liu, Wei Lu:
Enhance Robustness of Language Models against Variation Attack through Graph Integration. LREC/COLING 2024: 5866-5877 - [c36]Chengyuan Liu, Fubang Zhao, Kun Kuang, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Fei Wu:
Evolving Knowledge Distillation with Large Language Models and Active Learning. LREC/COLING 2024: 6717-6731 - [c35]Kai Zhang, Pengcheng Li, Kaisong Song, Xurui Li, Yangyang Kang, Xuhong Zhang, Xiaozhong Liu:
Knowledge Triplets Derivation from Scientific Publications via Dual-Graph Resonance. LREC/COLING 2024: 9865-9877 - [c34]Xurui Li, Kaisong Song, Tianqianjin Lin, Yangyang Kang, Fubang Zhao, Changlong Sun, Xiaozhong Liu:
PDAMeta: Meta-Learning Framework with Progressive Data Augmentation for Few-Shot Text Classification. LREC/COLING 2024: 12668-12678 - [c33]Chengyuan Liu, Shihang Wang, Lizhi Qing, Kun Kuang, Yangyang Kang, Changlong Sun, Fei Wu:
Gold Panning in Vocabulary: An Adaptive Method for Vocabulary Expansion of Domain-Specific LLMs. EMNLP 2024: 7442-7459 - [c32]Chengyuan Liu, Yangyang Kang, Shihang Wang, Lizhi Qing, Fubang Zhao, Chao Wu, Changlong Sun, Kun Kuang, Fei Wu:
More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs. EMNLP 2024: 7531-7548 - [c31]Kai Zhang, Yangyang Kang, Fubang Zhao, Xiaozhong Liu:
LLM-based Medical Assistant Personalization with Short- and Long-Term Memory Coordination. NAACL-HLT 2024: 2386-2398 - [c30]Pengwei Yan, Yangyang Kang, Zhuoren Jiang, Kaisong Song, Tianqianjin Lin, Changlong Sun, Xiaozhong Liu:
Modeling Scholarly Collaboration and Temporal Dynamics in Citation Networks for Impact Prediction. SIGIR 2024: 2522-2526 - [i27]Chengyuan Liu, Yangyang Kang, Fubang Zhao, Kun Kuang, Zhuoren Jiang, Changlong Sun, Fei Wu:
Evolving Knowledge Distillation with Large Language Models and Active Learning. CoRR abs/2403.06414 (2024) - [i26]Kai Zhang, Lizhi Qing, Yangyang Kang, Xiaozhong Liu:
Personalized LLM Response Generation with Parameterized Memory Injection. CoRR abs/2404.03565 (2024) - [i25]Yongqiang Ma, Lizhi Qing, Jiawei Liu, Yangyang Kang, Yue Zhang, Wei Lu, Xiaozhong Liu, Qikai Cheng:
From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications. CoRR abs/2404.07108 (2024) - [i24]Zi Xiong, Lizhi Qing, Yangyang Kang, Jiawei Liu, Hongsong Li, Changlong Sun, Xiaozhong Liu, Wei Lu:
Enhance Robustness of Language Models Against Variation Attack through Graph Integration. CoRR abs/2404.12014 (2024) - [i23]Chengyuan Liu, Shihang Wang, Yangyang Kang, Lizhi Qing, Fubang Zhao, Changlong Sun, Kun Kuang, Fei Wu:
More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs. CoRR abs/2405.17830 (2024) - [i22]Chengyuan Liu, Shihang Wang, Fubang Zhao, Kun Kuang, Yangyang Kang, Weiming Lu, Changlong Sun, Fei Wu:
RexUniNLU: Recursive Method with Explicit Schema Instructor for Universal NLU. CoRR abs/2409.05275 (2024) - [i21]Chengyuan Liu, Shihang Wang, Lizhi Qing, Kun Kuang, Yangyang Kang, Changlong Sun, Fei Wu:
Gold Panning in Vocabulary: An Adaptive Method for Vocabulary Expansion of Domain-Specific LLMs. CoRR abs/2410.01188 (2024) - [i20]Weikang Yuan, Junjie Cao, Zhuoren Jiang, Yangyang Kang, Jun Lin, Kaisong Song, Tianqianjin Lin, Pengwei Yan, Changlong Sun, Xiaozhong Liu:
Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration. CoRR abs/2410.02507 (2024) - 2023
- [j2]Guoxiu He, Zhikai Xue, Zhuoren Jiang, Yangyang Kang, Star Zhao, Wei Lu:
H2CGL: Modeling dynamics of citation network for impact prediction. Inf. Process. Manag. 60(6): 103512 (2023) - [c29]Kaisong Song, Yangyang Kang, Jiawei Liu, Xurui Li, Changlong Sun, Xiaozhong Liu:
A Speaker Turn-Aware Multi-Task Adversarial Network for Joint User Satisfaction Estimation and Sentiment Analysis. AAAI 2023: 13582-13590 - [c28]Yang Wu, Xurui Li, Xuhong Zhang, Yangyang Kang, Changlong Sun, Xiaozhong Liu:
Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease Prediction. CIKM 2023: 2747-2756 - [c27]Qingting Xu, Yu Hong, Fubang Zhao, Kaisong Song, Yangyang Kang, Jiaxiang Chen, Guodong Zhou:
Low-Resource Comparative Opinion Quintuple Extraction by Data Augmentation with Prompting. EMNLP (Findings) 2023: 3892-3897 - [c26]Kai Zhang, Kaisong Song, Yangyang Kang, Xiaozhong Liu:
Content- and Topology-Aware Representation Learning for Scientific Multi-Literature. EMNLP 2023: 7490-7502 - [c25]Xurui Li, Yue Qin, Rui Zhu, Tianqianjin Lin, Yongming Fan, Yangyang Kang, Kaisong Song, Fubang Zhao, Changlong Sun, Haixu Tang, Xiaozhong Liu:
STINMatch: Semi-Supervised Semantic-Topological Iteration Network for Financial Risk Detection via News Label Diffusion. EMNLP 2023: 9304-9315 - [c24]Chengyuan Liu, Fubang Zhao, Yangyang Kang, Jingyuan Zhang, Xiang Zhou, Changlong Sun, Kun Kuang, Fei Wu:
RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction. EMNLP (Findings) 2023: 15342-15359 - [c23]Qingting Xu, Yu Hong, Fubang Zhao, Kaisong Song, Jiaxiang Chen, Yangyang Kang, Guodong Zhou:
GCN-based End-to-End Model for Comparative Opinion Quintuple Extraction. IJCNN 2023: 1-6 - [i19]Chengyuan Liu, Fubang Zhao, Yangyang Kang, Jingyuan Zhang, Xiang Zhou, Changlong Sun, Fei Wu, Kun Kuang:
RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction. CoRR abs/2304.14770 (2023) - [i18]Guoxiu He, Zhikai Xue, Zhuoren Jiang, Yangyang Kang, Star Zhao, Wei Lu:
H2CGL: Modeling Dynamics of Citation Network for Impact Prediction. CoRR abs/2305.01572 (2023) - [i17]Kaiwen Wei, Jie Yao, Jingyuan Zhang, Yangyang Kang, Fubang Zhao, Yating Zhang, Changlong Sun, Xin Jin, Xin Zhang:
PPN: Parallel Pointer-based Network for Key Information Extraction with Complex Layouts. CoRR abs/2307.10551 (2023) - [i16]Yang Wu, Xurui Li, Xuhong Zhang, Yangyang Kang, Changlong Sun, Xiaozhong Liu:
Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease Prediction. CoRR abs/2309.03386 (2023) - [i15]Kai Zhang, Fubang Zhao, Yangyang Kang, Xiaozhong Liu:
Memory-Augmented LLM Personalization with Short- and Long-Term Memory Coordination. CoRR abs/2309.11696 (2023) - [i14]Chengyuan Liu, Fubang Zhao, Lizhi Qing, Yangyang Kang, Changlong Sun, Kun Kuang, Fei Wu:
A Chinese Prompt Attack Dataset for LLMs with Evil Content. CoRR abs/2309.11830 (2023) - [i13]Zhikai Xue, Guoxiu He, Zhuoren Jiang, Yangyang Kang, Star Zhao, Wei Lu:
Disentangling the Potential Impacts of Papers into Diffusion, Conformity, and Contribution Values. CoRR abs/2311.09262 (2023) - [i12]Tianqianjin Lin, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Weikang Yuan, Xurui Li, Changlong Sun, Cui Huang, Xiaozhong Liu:
Towards Human-like Perception: Learning Structural Causal Model in Heterogeneous Graph. CoRR abs/2312.05757 (2023) - [i11]Pengwei Yan, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Tianqianjin Lin, Changlong Sun, Xiaozhong Liu:
Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery. CoRR abs/2312.11927 (2023) - 2022
- [c22]Xurui Li, Kaiyuan Liu, Rui Zhu, Yangyang Kang, Changlong Sun, Kaisong Song, Xiaozhong Liu:
Hierarchical Multi-task Learning for Enterprise Risk Detection from Financial Documents. IEEE Big Data 2022: 3505-3508 - [c21]Fubang Zhao, Yexiang Wang, Yangyang Kang:
A Prompt-Based UIE Framework. CCKS (Evaluation Track) 2022: 163-171 - [c20]Jiawei Liu, Yangyang Kang, Di Tang, Kaisong Song, Changlong Sun, Xiaofeng Wang, Wei Lu, Xiaozhong Liu:
Order-Disorder: Imitation Adversarial Attacks for Black-box Neural Ranking Models. CCS 2022: 2025-2039 - [c19]Jiannan Guo, Yangyang Kang, Yu Duan, Xiaozhong Liu, Siliang Tang, Wenqiao Zhang, Kun Kuang, Changlong Sun, Fei Wu:
Collaborative Intelligence Orchestration: Inconsistency-Based Fusion of Semi-Supervised Learning and Active Learning. KDD 2022: 2935-2945 - [i10]Jiannan Guo, Yangyang Kang, Yu Duan, Xiaozhong Liu, Siliang Tang, Wenqiao Zhang, Kun Kuang, Changlong Sun, Fei Wu:
Collaborative Intelligence Orchestration: Inconsistency-Based Fusion of Semi-Supervised Learning and Active Learning. CoRR abs/2206.03288 (2022) - [i9]Jiawei Liu, Yangyang Kang, Di Tang, Kaisong Song, Changlong Sun, Xiaofeng Wang, Wei Lu, Xiaozhong Liu:
Order-Disorder: Imitation Adversarial Attacks for Black-box Neural Ranking Models. CoRR abs/2209.06506 (2022) - 2021
- [c18]Jiawei Liu, Zhe Gao, Yangyang Kang, Zhuoren Jiang, Guoxiu He, Changlong Sun, Xiaozhong Liu, Wei Lu:
Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff. AAAI 2021: 5841-5849 - [c17]Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu:
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling. AAAI 2021: 14665-14673 - [c16]Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu:
Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders. AAAI 2021: 14674-14682 - [c15]Kaisong Song, Yangyang Kang, Wei Gao, Zhe Gao, Changlong Sun, Xiaozhong Liu:
Evidence Aware Neural Pornographic Text Identification for Child Protection. AAAI 2021: 14939-14947 - [c14]Fubang Zhao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu:
Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning. ACL/IJCNLP (Findings) 2021: 3075-3087 - [c13]Jiawei Liu, Kaisong Song, Yangyang Kang, Guoxiu He, Zhuoren Jiang, Changlong Sun, Wei Lu, Xiaozhong Liu:
A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis. EMNLP (1) 2021: 9731-9741 - [c12]Jiannan Guo, Haochen Shi, Yangyang Kang, Kun Kuang, Siliang Tang, Zhuoren Jiang, Changlong Sun, Fei Wu, Yueting Zhuang:
Semi-supervised Active Learning for Semi-supervised Models: Exploit Adversarial Examples with Graph-based Virtual Labels. ICCV 2021: 2876-2885 - [i8]Fubang Zhao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu:
Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning. CoRR abs/2106.01559 (2021) - [i7]Jiawei Liu, Kaisong Song, Yangyang Kang, Guoxiu He, Zhuoren Jiang, Changlong Sun, Wei Lu, Xiaozhong Liu:
A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis. CoRR abs/2109.08412 (2021) - 2020
- [c11]Zhuoren Jiang, Zhe Gao, Yu Duan, Yangyang Kang, Changlong Sun, Qiong Zhang, Xiaozhong Liu:
Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active Learning. ACL 2020: 3080-3085 - [c10]Weisheng Zhang, Kaisong Song, Yangyang Kang, Zhongqing Wang, Changlong Sun, Xiaozhong Liu, Shoushan Li, Min Zhang, Luo Si:
Multi-Turn Dialogue Generation in E-Commerce Platform with the Context of Historical Dialogue. EMNLP (Findings) 2020: 1981-1990 - [c9]Guoxiu He, Yunhan Yang, Zhuoren Jiang, Yangyang Kang, Xiaozhong Liu, Wei Lu:
Implicit Products in the Decentralized eCommerce Ecosystems. JCDL 2020: 451-452 - [c8]Guoxiu He, Yangyang Kang, Zhuoren Jiang, Jiawei Liu, Changlong Sun, Xiaozhong Liu, Wei Lu:
Creating a Children-Friendly Reading Environment via Joint Learning of Content and Human Attention. SIGIR 2020: 279-288 - [c7]Guoxiu He, Zhe Gao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu, Wei Lu:
Think Beyond the Word: Understanding the Implied Textual Meaning by Digesting Context, Local, and Noise. SIGIR 2020: 2297-2306 - [i6]Guoxiu He, Zhe Gao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu, Wei Lu:
Read Beyond the Lines: Understanding the Implied Textual Meaning via a Skim and Intensive Reading Model. CoRR abs/2001.00572 (2020) - [i5]Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu:
Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders. CoRR abs/2012.07300 (2020) - [i4]Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu:
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling. CoRR abs/2012.07311 (2020) - [i3]Jiawei Liu, Zhe Gao, Yangyang Kang, Zhuoren Jiang, Guoxiu He, Changlong Sun, Xiaozhong Liu, Wei Lu:
Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff. CoRR abs/2012.07610 (2020)
2010 – 2019
- 2019
- [c6]Zhuoren Jiang, Zhe Gao, Guoxiu He, Yangyang Kang, Changlong Sun, Qiong Zhang, Luo Si, Xiaozhong Liu:
Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation. EMNLP/IJCNLP (1) 2019: 6186-6195 - [c5]Guoxiu He, Yangyang Kang, Zhe Gao, Zhuoren Jiang, Changlong Sun, Xiaozhong Liu, Wei Lu, Qiong Zhang, Luo Si:
Finding Camouflaged Needle in a Haystack?: Pornographic Products Detection via Berrypicking Tree Model. SIGIR 2019: 365-374 - [i2]Zhuoren Jiang, Zhe Gao, Guoxiu He, Yangyang Kang, Changlong Sun, Qiong Zhang, Luo Si, Xiaozhong Liu:
Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation. CoRR abs/1908.11561 (2019) - 2018
- [j1]Qing Zhao, Yangyang Kang, Jianqiang Li, Dan Wang:
Exploiting the semantic graph for the representation and retrieval of medical documents. Comput. Biol. Medicine 101: 39-50 (2018) - [c4]Chenlin Shen, Changlong Sun, Jingjing Wang, Yangyang Kang, Shoushan Li, Xiaozhong Liu, Luo Si, Min Zhang, Guodong Zhou:
Sentiment Classification towards Question-Answering with Hierarchical Matching Network. EMNLP 2018: 3654-3663 - [c3]Jingjing Wang, Jie Li, Shoushan Li, Yangyang Kang, Min Zhang, Luo Si, Guodong Zhou:
Aspect Sentiment Classification with both Word-level and Clause-level Attention Networks. IJCAI 2018: 4439-4445 - 2017
- [c2]Yangyang Kang, Jianqiang Li, Ji-Jiang Yang, Qing Wang, Zhihua Sun:
Semantic analysis for enhanced medical retrieval. SMC 2017: 1121-1126 - 2016
- [c1]Yangyang Kang:
Robust and scalable matrix completion. BigComp 2016: 46-52 - 2015
- [i1]Yangyang Kang, Zhihua Zhang, Wu-Jun Li:
On the Global Convergence of Majorization Minimization Algorithms for Nonconvex Optimization Problems. CoRR abs/1504.07791 (2015)
Coauthor Index
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