On the Global Convergence of Majorization Minimization Algorithms for Nonconvex Optimization Problems. - Yangyang Kang; Zhihua Zhang; Wu-Jun Li (CoRR, 2015)

Robust and scalable matrix completion. - Yangyang Kang (BigComp, 2016)

Semantic analysis for enhanced medical retrieval. - Yangyang Kang; Jianqiang Li 002; Ji-Jiang Yang; Qing Wang 003; Zhihua Sun (SMC, 2017)

Sentiment Classification towards Question-Answering with Hierarchical Matching Network. - Chenlin Shen; Changlong Sun; Jingjing Wang; Yangyang Kang; Shoushan Li; Xiaozhong Liu; Luo Si; Min Zhang 005; Guodong Zhou (EMNLP, 2018)

Aspect Sentiment Classification with both Word-level and Clause-level Attention Networks. - Jingjing Wang; Jie Li; Shoushan Li; Yangyang Kang; Min Zhang 005; Luo Si; Guodong Zhou (IJCAI, 2018)

Exploiting the semantic graph for the representation and retrieval of medical documents. - Qing Zhao 005; Yangyang Kang; Jianqiang Li 002; Dan Wang 019 (Comput. Biol. Medicine, 2018)

Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation. - Zhuoren Jiang; Zhe Gao; Guoxiu He; Yangyang Kang; Changlong Sun; Qiong Zhang; Luo Si; Xiaozhong Liu (EMNLP/IJCNLP (1), 2019)

Finding Camouflaged Needle in a Haystack?: Pornographic Products Detection via Berrypicking Tree Model. - Guoxiu He; Yangyang Kang; Zhe Gao; Zhuoren Jiang; Changlong Sun; Xiaozhong Liu; Wei Lu 019; Qiong Zhang; Luo Si (SIGIR, 2019)

Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active Learning. - Zhuoren Jiang; Zhe Gao; Yu Duan; Yangyang Kang; Changlong Sun; Qiong Zhang; Xiaozhong Liu (ACL, 2020)

Multi-Turn Dialogue Generation in E-Commerce Platform with the Context of Historical Dialogue. - Weisheng Zhang; Kaisong Song; Yangyang Kang; Zhongqing Wang; Changlong Sun; Xiaozhong Liu; Shoushan Li; Min Zhang 005; Luo Si (EMNLP (Findings), 2020)

Implicit Products in the Decentralized eCommerce Ecosystems. - Guoxiu He; Yunhan Yang; Zhuoren Jiang; Yangyang Kang; Xiaozhong Liu; Wei Lu 019 (JCDL, 2020)

Think Beyond the Word: Understanding the Implied Textual Meaning by Digesting Context, Local, and Noise. - Guoxiu He; Zhe Gao; Zhuoren Jiang; Yangyang Kang; Changlong Sun; Xiaozhong Liu; Wei Lu 019 (SIGIR, 2020)

Creating a Children-Friendly Reading Environment via Joint Learning of Content and Human Attention. - Guoxiu He; Yangyang Kang; Zhuoren Jiang; Jiawei Liu 002; Changlong Sun; Xiaozhong Liu; Wei Lu 019 (SIGIR, 2020)

Read Beyond the Lines: Understanding the Implied Textual Meaning via a Skim and Intensive Reading Model. - Guoxiu He; Zhe Gao; Zhuoren Jiang; Yangyang Kang; Changlong Sun; Xiaozhong Liu; Wei Lu 019 (CoRR, 2020)

Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff. - Jiawei Liu 002; Zhe Gao; Yangyang Kang; Zhuoren Jiang; Guoxiu He; Changlong Sun; Xiaozhong Liu; Wei Lu 019 (AAAI, 2021)

Evidence Aware Neural Pornographic Text Identification for Child Protection. - Kaisong Song; Yangyang Kang; Wei Gao 001; Zhe Gao; Changlong Sun; Xiaozhong Liu (AAAI, 2021)

Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders. - Yicheng Zou; Jun Lin; Lujun Zhao; Yangyang Kang; Zhuoren Jiang; Changlong Sun; Qi Zhang 001; Xuanjing Huang 001; Xiaozhong Liu (AAAI, 2021)

Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling. - Yicheng Zou; Lujun Zhao; Yangyang Kang; Jun Lin; Minlong Peng; Zhuoren Jiang; Changlong Sun; Qi Zhang 001; Xuanjing Huang 001; Xiaozhong Liu (AAAI, 2021)

Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning. - Fubang Zhao; Zhuoren Jiang; Yangyang Kang; Changlong Sun; Xiaozhong Liu (ACL/IJCNLP (Findings), 2021)

A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis. - Jiawei Liu 002; Kaisong Song; Yangyang Kang; Guoxiu He; Zhuoren Jiang; Changlong Sun; Wei Lu 019; Xiaozhong Liu (EMNLP (1), 2021)

Semi-supervised Active Learning for Semi-supervised Models: Exploit Adversarial Examples with Graph-based Virtual Labels. - Jiannan Guo 003; Haochen Shi; Yangyang Kang; Kun Kuang; Siliang Tang; Zhuoren Jiang; Changlong Sun; Fei Wu 001; Yueting Zhuang (ICCV, 2021)

Hierarchical Multi-task Learning for Enterprise Risk Detection from Financial Documents. - Xurui Li; Kaiyuan Liu; Rui Zhu; Yangyang Kang; Changlong Sun; Kaisong Song; Xiaozhong Liu (IEEE Big Data, 2022)

A Prompt-Based UIE Framework. - Fubang Zhao; Yexiang Wang; Yangyang Kang (CCKS (Evaluation Track), 2022)

Order-Disorder: Imitation Adversarial Attacks for Black-box Neural Ranking Models. - Jiawei Liu 002; Yangyang Kang; Di Tang 001; Kaisong Song; Changlong Sun; Xiaofeng Wang 006; Wei Lu 019; Xiaozhong Liu (CCS, 2022)

Collaborative Intelligence Orchestration: Inconsistency-Based Fusion of Semi-Supervised Learning and Active Learning. - Jiannan Guo 003; Yangyang Kang; Yu Duan; Xiaozhong Liu; Siliang Tang; Wenqiao Zhang; Kun Kuang; Changlong Sun; Fei Wu 001 (KDD, 2022)

A Speaker Turn-Aware Multi-Task Adversarial Network for Joint User Satisfaction Estimation and Sentiment Analysis. - Kaisong Song; Yangyang Kang; Jiawei Liu 002; Xurui Li; Changlong Sun; Xiaozhong Liu (AAAI, 2023)

Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease Prediction. - Yang Wu; Xurui Li; Xuhong Zhang 001; Yangyang Kang; Changlong Sun; Xiaozhong Liu (CIKM, 2023)

STINMatch: Semi-Supervised Semantic-Topological Iteration Network for Financial Risk Detection via News Label Diffusion. - Xurui Li; Yue Qin; Rui Zhu; Tianqianjin Lin; Yongming Fan; Yangyang Kang; Kaisong Song; Fubang Zhao; Changlong Sun; Haixu Tang; Xiaozhong Liu (EMNLP, 2023)

RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction. - Chengyuan Liu; Fubang Zhao; Yangyang Kang; Jingyuan Zhang; Xiang Zhou; Changlong Sun; Kun Kuang; Fei Wu 001 (EMNLP (Findings), 2023)

Low-Resource Comparative Opinion Quintuple Extraction by Data Augmentation with Prompting. - Qingting Xu; Yu Hong 001; Fubang Zhao; Kaisong Song; Yangyang Kang; Jiaxiang Chen; Guodong Zhou (EMNLP (Findings), 2023)

Content- and Topology-Aware Representation Learning for Scientific Multi-Literature. - Kai Zhang; Kaisong Song; Yangyang Kang; Xiaozhong Liu (EMNLP, 2023)

GCN-based End-to-End Model for Comparative Opinion Quintuple Extraction. - Qingting Xu; Yu Hong 001; Fubang Zhao; Kaisong Song; Jiaxiang Chen; Yangyang Kang; Guodong Zhou (IJCNN, 2023)

H2CGL: Modeling Dynamics of Citation Network for Impact Prediction. - Guoxiu He; Zhikai Xue; Zhuoren Jiang; Yangyang Kang; Star Zhao; Wei Lu 019 (CoRR, 2023)

PPN: Parallel Pointer-based Network for Key Information Extraction with Complex Layouts. - Kaiwen Wei; Jie Yao; Jingyuan Zhang; Yangyang Kang; Fubang Zhao; Yating Zhang; Changlong Sun; Xin Jin; Xin Zhang (CoRR, 2023)

Memory-Augmented LLM Personalization with Short- and Long-Term Memory Coordination. - Kai Zhang; Fubang Zhao; Yangyang Kang; Xiaozhong Liu (CoRR, 2023)

A Chinese Prompt Attack Dataset for LLMs with Evil Content. - Chengyuan Liu; Fubang Zhao; Lizhi Qing; Yangyang Kang; Changlong Sun; Kun Kuang; Fei Wu 001 (CoRR, 2023)

Disentangling the Potential Impacts of Papers into Diffusion, Conformity, and Contribution Values. - Zhikai Xue; Guoxiu He; Zhuoren Jiang; Yangyang Kang; Star Zhao; Wei Lu 019 (CoRR, 2023)

H2CGL: Modeling dynamics of citation network for impact prediction. - Guoxiu He; Zhikai Xue; Zhuoren Jiang; Yangyang Kang; Star Zhao; Wei Lu 019 (Inf. Process. Manag., 2023)

Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery. - Pengwei Yan; Kaisong Song; Zhuoren Jiang; Yangyang Kang; Tianqianjin Lin; Changlong Sun; Xiaozhong Liu (AAAI, 2024)

From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications. - Yongqiang Ma; Lizhi Qing; Jiawei Liu 002; Yangyang Kang; Yue Zhang; Wei Lu 019; Xiaozhong Liu; Qikai Cheng (ACL (Findings), 2024)

Predicting Scientific Impact Through Diffusion, Conformity, and Contribution Disentanglement. - Zhikai Xue; Guoxiu He; Zhuoren Jiang; Sichen Gu; Yangyang Kang; Star Zhao; Wei Lu 019 (CIKM, 2024)

PDAMeta: Meta-Learning Framework with Progressive Data Augmentation for Few-Shot Text Classification. - Xurui Li; Kaisong Song; Tianqianjin Lin; Yangyang Kang; Fubang Zhao; Changlong Sun; Xiaozhong Liu (LREC/COLING, 2024)

Evolving Knowledge Distillation with Large Language Models and Active Learning. - Chengyuan Liu; Fubang Zhao; Kun Kuang; Yangyang Kang; Zhuoren Jiang; Changlong Sun; Fei Wu 001 (LREC/COLING, 2024)

Enhance Robustness of Language Models against Variation Attack through Graph Integration. - Zi Xiong; Lizhi Qing; Yangyang Kang; Jiawei Liu 002; Hongsong Li; Changlong Sun; Xiaozhong Liu; Wei Lu 019 (LREC/COLING, 2024)

Knowledge Triplets Derivation from Scientific Publications via Dual-Graph Resonance. - Kai Zhang; Pengcheng Li; Kaisong Song; Xurui Li; Yangyang Kang; Xuhong Zhang 001; Xiaozhong Liu (LREC/COLING, 2024)

More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs. - Chengyuan Liu; Yangyang Kang; Shihang Wang; Lizhi Qing; Fubang Zhao; Chao Wu 001; Changlong Sun; Kun Kuang; Fei Wu 001 (EMNLP, 2024)

Gold Panning in Vocabulary: An Adaptive Method for Vocabulary Expansion of Domain-Specific LLMs. - Chengyuan Liu; Shihang Wang; Lizhi Qing; Kun Kuang; Yangyang Kang; Changlong Sun; Fei Wu 001 (EMNLP, 2024)

Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration. - Weikang Yuan; Junjie Cao; Zhuoren Jiang; Yangyang Kang; Jun Lin; Kaisong Song; Tianqianjin Lin; Pengwei Yan; Changlong Sun; Xiaozhong Liu (EMNLP (Findings), 2024)

LLM-based Medical Assistant Personalization with Short- and Long-Term Memory Coordination. - Kai Zhang; Yangyang Kang; Fubang Zhao; Xiaozhong Liu (NAACL-HLT, 2024)

Modeling Scholarly Collaboration and Temporal Dynamics in Citation Networks for Impact Prediction. - Pengwei Yan; Yangyang Kang; Zhuoren Jiang; Kaisong Song; Tianqianjin Lin; Changlong Sun; Xiaozhong Liu (SIGIR, 2024)

Personalized LLM Response Generation with Parameterized Memory Injection. - Kai Zhang; Lizhi Qing; Yangyang Kang; Xiaozhong Liu (CoRR, 2024)

More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs. - Chengyuan Liu; Shihang Wang; Yangyang Kang; Lizhi Qing; Fubang Zhao; Changlong Sun; Kun Kuang; Fei Wu 001 (CoRR, 2024)

RexUniNLU: Recursive Method with Explicit Schema Instructor for Universal NLU. - Chengyuan Liu; Shihang Wang; Fubang Zhao; Kun Kuang; Yangyang Kang; Weiming Lu 001; Changlong Sun; Fei Wu 001 (CoRR, 2024)

LangGFM: A Large Language Model Alone Can be a Powerful Graph Foundation Model. - Tianqianjin Lin; Pengwei Yan; Kaisong Song; Zhuoren Jiang; Yangyang Kang; Jun Lin; Weikang Yuan; Junjie Cao; Changlong Sun; Xiaozhong Liu (CoRR, 2024)

Towards human-like perception: Learning structural causal model in heterogeneous graph. - Tianqianjin Lin; Kaisong Song; Zhuoren Jiang; Yangyang Kang; Weikang Yuan; Xurui Li; Changlong Sun; Cui Huang; Xiaozhong Liu (Inf. Process. Manag., 2024)

Exploring noise control strategies for UMLS-based query expansion in health and biomedical information retrieval. - Hong Wu; Jianqiang Li 002; Yangyang Kang; Tingwei Zhong (J. Ambient Intell. Humaniz. Comput., 2024)

Unleash the Power of Inconsistency-Based Semi-Supervised Active Learning by Dynamic Programming of Curriculum Learning. - Jiannan Guo 003; Yangyang Kang; Xiaolin Li; Wenqiao Zhang; Kun Kuang; Changlong Sun; Siliang Tang; Fei Wu 001 (IEEE Trans. Knowl. Data Eng., 2024)

UniLR: Unleashing the Power of LLMs on Multiple Legal Tasks with a Unified Legal Retriever. - Ang Li; Yiquan Wu 001; Yifei Liu; Ming Cai; Lizhi Qing; Shihang Wang; Yangyang Kang; Chengyuan Liu; Fei Wu 001; Kun Kuang (ACL (1), 2025)

P²Net: Parallel Pointer-based Network for Key Information Extraction with Complex Layouts. - Kaiwen Wei; Jie Yao; Jiang Zhong; Yangyang Kang; Jingyuan Zhang; Changlong Sun; Xin Zhang; Fengmao Lv; Li Jin 001 (ACL (Findings), 2025)

Efficient and Accurate Prompt Optimization: the Benefit of Memory in Exemplar-Guided Reflection. - Cilin Yan; Jingyun Wang; Lin Zhang; Ruihui Zhao; Xiaopu Wu; Kai Xiong; Qingsong Liu; Guoliang Kang; Yangyang Kang (ACL (1), 2025)

COF: Adaptive Chain of Feedback for Comparative Opinion Quintuple Extraction. - Qingting Xu; Kaisong Song; Chaoqun Liu; Yangyang Kang; Xiabing Zhou; Jun Lin; Yu Hong 001 (COLING, 2025)

Unraveling and Mitigating Endogenous Task-oriented Spurious Correlations in Ego-graphs via Automated Counterfactual Contrastive Learning. - Tianqianjin Lin; Yangyang Kang; Zhuoren Jiang; Kaisong Song; Kun Kuang; Changlong Sun; Cui Huang; Xiaozhong Liu (Expert Syst. Appl., 2025)

Refinement and Revision in Academic Writing: Integrating Multi-source Knowledge and LLMs with Delta Feedback. - Yongqiang Ma; Lizhi Qing; Yangyang Kang; Jiawei Liu 002; Yue Zhang; Qikai Cheng; Wei Lu 019; Xiaozhong Liu (Expert Syst. Appl., 2025)

Preserving high-order ego-centric topological patterns in node representation in heterogeneous graph. - Tianqianjin Lin; Yangyang Kang; Zhuoren Jiang; Kaisong Song; Xurui Li; Hongsong Li; Jiawei Liu 002; Changlong Sun; Cui Huang; Xiaozhong Liu (Knowl. Based Syst., 2025)

DTDA: Dual-channel Triple-to-quintuple Data Augmentation for Comparative Opinion Quintuple Extraction. - Qingting Xu; Kaisong Song; Yangyang Kang; Chaoqun Liu; Yu Hong 001; Guodong Zhou (Knowl. Based Syst., 2025)

ListConRanker: A Contrastive Text Reranker with Listwise Encoding. - Junlong Liu; Yue Ma; Ruihui Zhao; Junhao Zheng; Qianli Ma 001; Yangyang Kang (CoRR, 2025)

Social inequality and cultural factors impact the awareness and reaction during the cryptic transmission period of pandemic. - Zhuoren Jiang; Xiaozhong Liu; Yangyang Kang; Changlong Sun; Yong-Yeol Ahn; Johan Bollen (CoRR, 2025)