One-class classification models for financial industry information recommendation. - Jun Xu 007; Qingcai Chen; Xiaolong Wang 001; Zhongyu Wei (ICMLC, 2010)

An Effective Approach for Topic-Specific Opinion Summarization. - Binyang Li; Lanjun Zhou; Wei Gao 001; Kam-Fai Wong; Zhongyu Wei (AIRS, 2011)

Unsupervised Discovery of Discourse Relations for Eliminating Intra-sentence Polarity Ambiguities. - Lanjun Zhou; Binyang Li; Wei Gao 001; Zhongyu Wei; Kam-Fai Wong (EMNLP, 2011)

Exploring Tweets Normalization and Query Time Sensitivity for Twitter Search. - Zhongyu Wei; Wei Gao 001; Lanjun Zhou; Binyang Li; Kam-Fai Wong (TREC, 2011)

Cross-Lingual Identification of Ambiguous Discourse Connectives for Resource-Poor Language. - Lanjun Zhou; Wei Gao 001; Binyang Li; Zhongyu Wei; Kam-Fai Wong (COLING (Posters), 2012)

Quantising Opinions for Political Tweets Analysis. - Yulan He 001; Hassan Saif; Zhongyu Wei; Kam-Fai Wong (LREC, 2012)

Microblog Search and Filtering with Time Sensitive Feedback and Thresholding bsed on BM25. - Wei Gao 001; Zhongyu Wei; Kam-Fai Wong (TREC, 2012)

An Empirical Study on Uncertainty Identification in Social Media Context. - Zhongyu Wei; Junwen Chen; Wei Gao 001; Binyang Li; Lanjun Zhou; Yulan He 001; Kam-Fai Wong (ACL (2), 2013)

Pests Hidden in Your Fans: An Effective Approach for Opinion Leader Discovery. - Binyang Li; Kam-Fai Wong; Lanjun Zhou; Zhongyu Wei; Jun Xu 007 (CCL, 2013)

Mainstream media behavior analysis on Twitter: a case study on UK general election. - Zhongyu Wei; Yulan He 001; Wei Gao 001; Binyang Li; Lanjun Zhou; Kam-Fai Wong (HT, 2013)

An evaluation of learning analytics to identify exploratory dialogue in online discussions. - Rebecca Ferguson; Zhongyu Wei; Yulan He 001; Simon Buckingham Shum (LAK, 2013)

QCRI at TREC 2013 Microblog Track. - Tarek El-Ganainy; Walid Magdy; Wei Gao 001; Zhongyu Wei (TREC, 2013)

A Self-Training Framework for Automatic Identification of Exploratory Dialogue. - Zhongyu Wei; Yulan He 001; Simon Buckingham Shum; Rebecca Ferguson; Wei Gao 001; Kam-Fai Wong (Int. J. Comput. Linguistics Appl., 2013)

Web Information Mining and Decision Support Platform for the Modern Service Industry. - Binyang Li; Lanjun Zhou; Zhongyu Wei; Kam-Fai Wong; Ruifeng Xu 001; Yunqing Xia (ACL (System Demonstrations), 2014)

Utilizing Microblogs for Automatic News Highlights Extraction. - Zhongyu Wei; Wei Gao 001 (COLING, 2014)

Exploiting Community Emotion for Microblog Event Detection. - Gaoyan Ou; Wei Chen 021; Tengjiao Wang 003; Zhongyu Wei; Binyang Li; Dongqing Yang; Kam-Fai Wong (EMNLP, 2014)

The CUHK Discourse TreeBank for Chinese: Annotating Explicit Discourse Connectives for the Chinese TreeBank. - Lanjun Zhou; Binyang Li; Zhongyu Wei; Kam-Fai Wong (LREC, 2014)

Ranking model selection and fusion for effective microblog search. - Zhongyu Wei; Wei Gao 001; Tarek El-Ganainy; Walid Magdy; Kam-Fai Wong (SoMeRA@SIGIR, 2014)

QCRI at TREC 2014: Applying the KISS principle for the TTG task in the Microblog Track. - Walid Magdy; Wei Gao 001; Tarek El-Ganainy; Zhongyu Wei (TREC, 2014)

Using Tweets to Help Sentence Compression for News Highlights Generation. - Zhongyu Wei; Yang Liu 004; Chen Li 013; Wei Gao 001 (ACL (2), 2015)

Detect Rumors Using Time Series of Social Context Information on Microblogging Websites. - Jing Ma 004; Wei Gao 001; Zhongyu Wei; Yueming Lu; Kam-Fai Wong (CIKM, 2015)

Using Content-level Structures for Summarizing Microblog Repost Trees. - Jing Li 049; Wei Gao 001; Zhongyu Wei; Baolin Peng; Kam-Fai Wong (EMNLP, 2015)

Learning to Rank Microblog Posts for Real-Time Ad-Hoc Search. - Jing Li 049; Zhongyu Wei; Hao Wei; Kangfei Zhao; Junwen Chen; Kam-Fai Wong (NLPCC, 2015)

Gibberish, Assistant, or Master?: Using Tweets Linking to News for Extractive Single-Document Summarization. - Zhongyu Wei; Wei Gao 001 (SIGIR, 2015)

Is This Post Persuasive? Ranking Argumentative Comments in Online Forum. - Zhongyu Wei; Yang Liu 004; Yi Li (ACL (2), 2016)

A Preliminary Study of Disputation Behavior in Online Debating Forum. - Zhongyu Wei; Yandi Xia; Chen Li 013; Yang Liu 004; Zachary Stallbohm; Yi Li; Yang Jin (ArgMining@ACL, 2016)

An Efficient Cross-lingual Model for Sentence Classification Using Convolutional Neural Network. - Yandi Xia; Zhongyu Wei; Yang Liu 004 (ACL (Student Research Workshop), 2016)

Using Relevant Public Posts to Enhance News Article Summarization. - Chen Li 013; Zhongyu Wei; Yang Liu 004; Yang Jin; Fei Huang (COLING, 2016)

Intersubjectivity and Sentiment: From Language to Knowledge. - Lin Gui 003; Ruifeng Xu 001; Yulan He 001; Qin Lu 001; Zhongyu Wei (IJCAI, 2016)

Automatic infection detection based on electronic medical records. - Huaixiao Tou; Lu Yao; Zhongyu Wei (BIBM, 2017)

A Joint Framework for Argumentative Text Analysis Incorporating Domain Knowledge. - Zhongyu Wei; Chen Li 013; Yang Liu 004 (CoRR, 2017)

Task-oriented Dialogue System for Automatic Diagnosis. - Zhongyu Wei; Qianlong Liu; Baolin Peng; Huaixiao Tou; Ting Chen; Xuanjing Huang 001; Kam-Fai Wong; Xiangying Dai (ACL (2), 2018)

Incorporating Topic Aspects for Online Comment Convincingness Evaluation. - Yunfan Gu; Zhongyu Wei; Maoran Xu; Hao Fu; Yang Liu 004; Xuanjing Huang 001 (ArgMining@EMNLP, 2018)

Automatic Acceptance Prediction for Answers in Online Healthcare Community. - Qianlong Liu; Kangenbei Liao; Zhongyu Wei (BIBM, 2018)

Incorporating Corporation Relationship via Graph Convolutional Neural Networks for Stock Price Prediction. - Yingmei Chen; Zhongyu Wei; Xuanjing Huang 001 (CIKM, 2018)

A Reinforcement Learning Framework for Natural Question Generation using Bi-discriminators. - Zhihao Fan; Zhongyu Wei; Siyuan Wang; Yang Liu 004; Xuanjing Huang 001 (COLING, 2018)

Incorporating Argument-Level Interactions for Persuasion Comments Evaluation using Co-attention Model. - Lu Ji; Zhongyu Wei; Xiangkun Hu; Yang Liu 004; Qi Zhang 001; Xuanjing Huang 001 (COLING, 2018)

Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning. - Yucheng Wang; Zhongyu Wei; Yaqian Zhou 001; Xuanjing Huang 001 (EMNLP, 2018)

A Question Type Driven Framework to Diversify Visual Question Generation. - Zhihao Fan; Zhongyu Wei; Piji Li; Yanyan Lan; Xuanjing Huang 001 (IJCAI, 2018)

A Vision Sensor Network to Study Viewers' Visible Behavior of Art Appreciation. - Yilang Wu; Luyi Huang; Zhongyu Wei; Zixue Cheng (JSAI-isAI Workshops, 2018)

Automatic infection detection based on electronic medical records. - Huaixiao Tou; Lu Yao; Zhongyu Wei; Xiahai Zhuang; Bo Zhang (BMC Bioinform., 2018)

A Joint Model of Conversational Discourse and Latent Topics on Microblogs. - Jing Li 049; Yan Song 003; Zhongyu Wei; Kam-Fai Wong (Comput. Linguistics, 2018)

A Multi-Agent Communication Framework for Question-Worthy Phrase Extraction and Question Generation. - Siyuan Wang; Zhongyu Wei; Zhihao Fan; Yang Liu 004; Xuanjing Huang 001 (AAAI, 2019)

Bridging by Word: Image Grounded Vocabulary Construction for Visual Captioning. - Zhihao Fan; Zhongyu Wei; Siyuan Wang; Xuanjing Huang 001 (ACL (1), 2019)

Extract, Transform and Filling: A Pipeline Model for Question Paraphrasing based on Template. - Yunfan Gu; Yuqiao Yang; Zhongyu Wei (W-NUT@EMNLP, 2019)

Using External Knowledge for Financial Event Prediction Based on Graph Neural Networks. - Yiying Yang; Zhongyu Wei; Qin Chen 001; Libo Wu (CIKM, 2019)

A Lexicon-Based Graph Neural Network for Chinese NER. - Tao Gui; Yicheng Zou; Qi Zhang 001; Minlong Peng; Jinlan Fu; Zhongyu Wei; Xuanjing Huang 001 (EMNLP/IJCNLP (1), 2019)

Enhancing Dialogue Symptom Diagnosis with Global Attention and Symptom Graph. - Xinzhu Lin; Xiahui He; Qin Chen 001; Huaixiao Tou; Zhongyu Wei; Ting Chen (EMNLP/IJCNLP (1), 2019)

Building Personalized Simulator for Interactive Search. - Qianlong Liu; Baoliang Cui; Zhongyu Wei; Baolin Peng; Haikuan Huang; Hongbo Deng; Jianye Hao; Xuanjing Huang 001; Kam-Fai Wong (IJCAI, 2019)

A learning-based framework for miRNA-disease association identification using neural networks. - Jiajie Peng; Weiwei Hui; Qianqian Li; Bolin Chen; Jianye Hao; Qinghua Jiang; Xuequn Shang 001; Zhongyu Wei (Bioinform., 2019)

Acceptance Prediction for Answers on Online Health-care Community. - Qianlong Liu; Kangenbei Liao; Kelvin Kam-fai Tsoi; Zhongyu Wei (BMC Bioinform., 2019)

Multi-Module System for Open Domain Chinese Question Answering over Knowledge Base. - Yiying Yang; Xiahui He; Kaijie Zhou; Zhongyu Wei (CoRR, 2019)

Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication. - Ruize Wang; Zhongyu Wei; Piji Li; Haijun Shan; Ji Zhang 011; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2019)

A Novel Approach to Component Assembly Inspection Based on Mask R-CNN and Support Vector Machines. - Haisong Huang; Zhongyu Wei; Liguo Yao (Inf., 2019)

Storytelling from an Image Stream Using Scene Graphs. - Ruize Wang; Zhongyu Wei; Piji Li; Qi Zhang 001; Xuanjing Huang 001 (AAAI, 2020)

Simplify the Usage of Lexicon in Chinese NER. - Ruotian Ma; Minlong Peng; Qi Zhang 001; Zhongyu Wei; Xuanjing Huang 001 (ACL, 2020)

Automatic Generation of Electromyogram Diagnosis Report. - Qizheng Gu; Cong Nie; Ruixiang Zou; Wei Chen 088; Chaojun Zheng; Dongqing Zhu; Xiaojun Mao; Zhongyu Wei; Dong Tian (BIBM, 2020)

Modeling Evolution of Message Interaction for Rumor Resolution. - Lei Chen; Zhongyu Wei; Jing Li 049; Baohua Zhou; Qi Zhang 001; Xuanjing Huang 001 (COLING, 2020)

An Enhanced Knowledge Injection Model for Commonsense Generation. - Zhihao Fan; Yeyun Gong; Zhongyu Wei; Siyuan Wang; Yameng Huang; Jian Jiao 007; Xuanjing Huang 001; Nan Duan; Ruofei Zhang (COLING, 2020)

Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication. - Ruize Wang; Zhongyu Wei; Ying Cheng 005; Piji Li; Haijun Shan; Ji Zhang 011; Qi Zhang 001; Xuanjing Huang 001 (COLING, 2020)

Leveraging Declarative Knowledge in Text and First-Order Logic for Fine-Grained Propaganda Detection. - Ruize Wang; Duyu Tang; Nan Duan; Wanjun Zhong; Zhongyu Wei; Xuanjing Huang 001; Daxin Jiang; Ming Zhou 001 (EMNLP (1), 2020)

PathQG: Neural Question Generation from Facts. - Siyuan Wang; Zhongyu Wei; Zhihao Fan; Zengfeng Huang; Weijian Sun; Qi Zhang 001; Xuanjing Huang 001 (EMNLP (1), 2020)

Automatic Term Name Generation for Gene Ontology: Task and Dataset. - Yanjian Zhang; Qin Chen 001; Yiteng Zhang; Zhongyu Wei; Yixu Gao; Jiajie Peng; Zengfeng Huang; Weijian Sun; Xuanjing Huang 001 (EMNLP (Findings), 2020)

Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models. - Xisen Jin; Zhongyu Wei; Junyi Du; Xiangyang Xue 001; Xiang Ren 001 (ICLR, 2020)

Variational Template Machine for Data-to-Text Generation. - Rong Ye; Wenxian Shi; Hao Zhou 012; Zhongyu Wei; Lei Li 005 (ICLR, 2020)

Q-value Path Decomposition for Deep Multiagent Reinforcement Learning. - Yaodong Yang 002; Jianye Hao; Guangyong Chen; Hongyao Tang; Yingfeng Chen; Yujing Hu; Changjie Fan; Zhongyu Wei (ICML, 2020)

Joint Representation Learning of Legislator and Legislation for Roll Call Prediction. - Yuqiao Yang; Xiaoqiang Lin; Geng Lin; Zengfeng Huang; Changjian Jiang; Zhongyu Wei (IJCAI, 2020)

Salience Estimation with Multi-Attention Learning for Abstractive Text Summarization. - Piji Li; Lidong Bing; Zhongyu Wei; Wai Lam (CoRR, 2020)

Task-oriented Dialogue System for Automatic Disease Diagnosis via Hierarchical Reinforcement Learning. - Kangenbei Liao; Qianlong Liu; Zhongyu Wei; Baolin Peng; Qin Chen 001; Weijian Sun; Xuanjing Huang 001 (CoRR, 2020)

An Unsupervised Sampling Approach for Image-Sentence Matching Using Document-level Structural Information. - Zejun Li; Zhongyu Wei; Zhihao Fan; Haijun Shan; Xuanjing Huang 001 (AAAI, 2021)

Align Voting Behavior with Public Statements for Legislator Representation Learning. - Xinyi Mou; Zhongyu Wei; Lei Chen; Shangyi Ning; Yancheng He; Changjian Jiang; Xuanjing Huang 001 (ACL/IJCNLP (1), 2021)

TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing. - Xiao Wang 001; Qin Liu 010; Tao Gui; Qi Zhang 001; Yicheng Zou; Xin Zhou 012; Jiacheng Ye; Yongxin Zhang; Rui Zheng; Zexiong Pang; Qinzhuo Wu; Zhengyan Li; et al. (ACL (demo), 2021)

K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters. - Ruize Wang; Duyu Tang; Nan Duan; Zhongyu Wei; Xuanjing Huang 001; Jianshu Ji; Guihong Cao; Daxin Jiang; Ming Zhou 001 (ACL/IJCNLP (Findings), 2021)

Math Word Problem Solving with Explicit Numerical Values. - Qinzhuo Wu; Qi Zhang 001; Zhongyu Wei; Xuanjing Huang 001 (ACL/IJCNLP (1), 2021)

Leveraging Argumentation Knowledge Graph for Interactive Argument Pair Identification. - Jian Yuan; Zhongyu Wei; Donghua Zhao; Qi Zhang; Changjian Jiang (ACL/IJCNLP (Findings), 2021)

Automatic detection of infectious diarrhea based on electronic medical records. - Limin Zhao; Xiang Li; Hao Pan; Zhongyu Wei (BIBM, 2021)

Fine-Grained Element Identification in Complaint Text of Internet Fraud. - Tong Liu; Siyuan Wang; Jingchao Fu; Lei Chen; Zhongyu Wei; Yaqi Liu; Heng Ye; Liaosa Xu; Weiqiang Wang 002; Xuanjing Huang 001 (CIKM, 2021)

Operation Diagnosis on Procedure Graph: The Task and Dataset. - Ruipu Luo; Qi Zhu; Qin Chen 001; Siyuan Wang; Zhongyu Wei; Weijian Sun; Shuang Tang (CIKM, 2021)

Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training. - Zhengyan Li; Yicheng Zou; Chong Zhang; Qi Zhang 001; Zhongyu Wei (EMNLP (1), 2021)

An Edge-Enhanced Hierarchical Graph-to-Tree Network for Math Word Problem Solving. - Qinzhuo Wu; Qi Zhang 001; Zhongyu Wei (EMNLP (Findings), 2021)

A Partition Filter Network for Joint Entity and Relation Extraction. - Zhiheng Yan; Chong Zhang; Jinlan Fu; Qi Zhang 001; Zhongyu Wei (EMNLP (1), 2021)

TCIC: Theme Concepts Learning Cross Language and Vision for Image Captioning. - Zhihao Fan; Zhongyu Wei; Siyuan Wang; Ruize Wang; Zejun Li; Haijun Shan; Xuanjing Huang 001 (IJCAI, 2021)

Mask Attention Networks: Rethinking and Strengthen Transformer. - Zhihao Fan; Yeyun Gong; Dayiheng Liu; Zhongyu Wei; Siyuan Wang; Jian Jiao 007; Nan Duan; Ruofei Zhang; Xuanjing Huang 001 (NAACL-HLT, 2021)

Discrete Argument Representation Learning for Interactive Argument Pair Identification. - Lu Ji; Zhongyu Wei; Jing Li 049; Qi Zhang 001; Xuanjing Huang 001 (NAACL-HLT, 2021)

Curriculum Learning for Vision-and-Language Navigation. - Jiwen Zhang; Zhongyu Wei; Jianqing Fan; Jiajie Peng (NeurIPS, 2021)

Question Generation from Code Snippets and Programming Error Messages. - Bolun Yao; Wei Chen 088; Yeyun Gong; Bartuer Zhou; Jin Xie; Zhongyu Wei; Biao Cheng; Nan Duan (NLPCC (1), 2021)

Overview of Argumentative Text Understanding for AI Debater Challenge. - Jian Yuan; Liying Cheng; Ruidan He; Yinzi Li; Lidong Bing; Zhongyu Wei; Qin Liu 010; Chenhui Shen; Shuonan Zhang; Changlong Sun; Luo Si; Changjian Jiang; et al. (NLPCC (2), 2021)

An end-to-end heterogeneous graph representation learning-based framework for drug-target interaction prediction. - Jiajie Peng; Yuxian Wang; Jiaojiao Guan; Jingyi Li; Ruijiang Han; Jianye Hao; Zhongyu Wei; Xuequn Shang 001 (Briefings Bioinform., 2021)

Integrating multi-network topology for gene function prediction using deep neural networks. - Jiajie Peng; Hansheng Xue; Zhongyu Wei; Idil Tuncali; Jianye Hao; Xuequn Shang 001 (Briefings Bioinform., 2021)

Who Responded to Whom: The Joint Effects of Latent Topics and Discourse in Conversation Structure. - Lu Ji; Jing Li 049; Zhongyu Wei; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2021)

Premise-based Multimodal Reasoning: A Human-like Cognitive Process. - Qingxiu Dong; Ziwei Qin; Heming Xia; Tian Feng; Shoujie Tong; Haoran Meng; Lin Xu; Tianyu Liu 001; Zuifang Sui; Weidong Zhan; Sujian Li; Zhongyu Wei (CoRR, 2021)

Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval. - Zhihao Fan; Zhongyu Wei; Zejun Li; Siyuan Wang; Jianqing Fan (CoRR, 2021)

Reasoning Chain Based Adversarial Attack for Multi-hop Question Answering. - Jiayu Ding; Siyuan Wang; Qin Chen 001; Zhongyu Wei (CoRR, 2021)

Overview of SMP-CAIL2020-Argmine: The Interactive Argument-Pair Extraction in Judgement Document Challenge. - Jian Yuan; Zhongyu Wei; Yixu Gao; Wei Chen 088; Yun Song; Donghua Zhao; Jinglei Ma; Zhen Hu; Shaokun Zou; Donghai Li; Xuanjing Huang 001 (Data Intell., 2021)

SC2disease: a manually curated database of single-cell transcriptome for human diseases. - Tianyi Zhao; Shuxuan Lyu; Guilin Lu; Liran Juan; Xi Zeng; Zhongyu Wei; Jianye Hao; Jiajie Peng (Nucleic Acids Res., 2021)

DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation. - Wei Chen 088; Yeyun Gong; Song Wang 012; Bolun Yao; Weizhen Qi; Zhongyu Wei; Xiaowu Hu; Bartuer Zhou; Yi Mao; Weizhu Chen; Biao Cheng; Nan Duan (ACL (1), 2022)

Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations. - Wei Chen 088; Yeyun Gong; Can Xu; Huang Hu; Bolun Yao; Zhongyu Wei; Zhihao Fan; Xiaowu Hu; Bartuer Zhou; Biao Cheng; Daxin Jiang; Nan Duan (ACL (1), 2022)

Premise-based Multimodal Reasoning: Conditional Inference on Joint Textual and Visual Clues. - Qingxiu Dong; Ziwei Qin; Heming Xia; Tian Feng; Shoujie Tong; Haoran Meng; Lin Xu; Zhongyu Wei; Weidong Zhan; Baobao Chang; Sujian Li; Tianyu Liu 001; et al. (ACL (1), 2022)

Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text. - Siyuan Wang; Wanjun Zhong; Duyu Tang; Zhongyu Wei; Zhihao Fan; Daxin Jiang; Ming Zhou 001; Nan Duan (ACL (Findings), 2022)

A Progressive Framework for Role-Aware Rumor Resolution. - Lei Chen 082; Guanying Li; Zhongyu Wei; Yang Yang 009; Baohua Zhou; Qi Zhang 001; Xuanjing Huang 001 (COLING, 2022)

A Structure-Aware Argument Encoder for Literature Discourse Analysis. - Yinzi Li; Wei Chen 088; Zhongyu Wei; Yujun Huang; Chujun Wang; Siyuan Wang; Qi Zhang 001; Xuanjing Huang 001; Libo Wu (COLING, 2022)

A Two Stage Adaptation Framework for Frame Detection via Prompt Learning. - Xinyi Mou; Zhongyu Wei; Changjian Jiang; Jiajie Peng (COLING, 2022)

Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering. - Siyuan Wang; Zhongyu Wei; Zhihao Fan; Qi Zhang 001; Xuanjing Huang 001 (COLING, 2022)

Efficient Dual-Process Cognitive Recommender Balancing Accuracy and Diversity. - Yixu Gao; Kun Shao; Zhijian Duan 001; Zhongyu Wei; Dong Li 016; Bin Wang 034; Mengchen Zhao; Jianye Hao (DASFAA (3), 2022)

Constructing Phrase-level Semantic Labels to Form Multi-Grained Supervision for Image-Text Retrieval. - Zhihao Fan; Zhongyu Wei; Zejun Li; Siyuan Wang; Haijun Shan; Xuanjing Huang 001; Jianqing Fan (ICMR, 2022)

MVPTR: Multi-Level Semantic Alignment for Vision-Language Pre-Training via Multi-Stage Learning. - Zejun Li; Zhihao Fan; Huaixiao Tou; Jingjing Chen 001; Zhongyu Wei; Xuanjing Huang 001 (ACM Multimedia, 2022)

Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval. - Zhihao Fan; Zhongyu Wei; Zejun Li; Siyuan Wang; Xuanjing Huang 001; Jianqing Fan (NAACL-HLT (Findings), 2022)

Causal Enhanced Uplift Model. - Xiaofeng He; Guoqiang Xu; Cunxiang Yin; Zhongyu Wei; Yuncong Li; Yancheng He; Jing Cai (PAKDD (3), 2022)

Learning Discriminative Representation Base on Attention for Uplift. - Guoqiang Xu; Cunxiang Yin; Yuchen Zhang; Yuncong Li; Yancheng He; Jing Cai; Zhongyu Wei (PAKDD (3), 2022)

A review and performance evaluation of clustering frameworks for single-cell Hi-C data. - Caiwei Zhen; Yuxian Wang; Jiaquan Geng; Lu Han; Jingyi Li; Jinghao Peng; Tao Wang 082; Jianye Hao; Xuequn Shang 001; Zhongyu Wei; Peican Zhu; Jiajie Peng (Briefings Bioinform., 2022)

Hierarchical reinforcement learning for automatic disease diagnosis. - Cheng Zhong; Kangenbei Liao; Wei Chen 088; Qianlong Liu; Baolin Peng; Xuanjing Huang 001; Jiajie Peng; Zhongyu Wei (Bioinform., 2022)

MVP: Multi-Stage Vision-Language Pre-Training via Multi-Level Semantic Alignment. - Zejun Li; Zhihao Fan; Huaixiao Tou; Zhongyu Wei (CoRR, 2022)

A Unified Continuous Learning Framework for Multi-modal Knowledge Discovery and Pre-training. - Zhihao Fan; Zhongyu Wei; Jingjing Chen 001; Siyuan Wang; Zejun Li; Jiarong Xu; Xuanjing Huang 001 (CoRR, 2022)

From LSAT: The Progress and Challenges of Complex Reasoning. - Siyuan Wang; Zhongkun Liu; Wanjun Zhong; Ming Zhou 001; Zhongyu Wei; Zhumin Chen; Nan Duan (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

KNSE: A Knowledge-aware Natural Language Inference Framework for Dialogue Symptom Status Recognition. - Wei Chen 088; Shiqi Wei; Zhongyu Wei; Xuanjing Huang 001 (ACL (Findings), 2023)

DSRM: Boost Textual Adversarial Training with Distribution Shift Risk Minimization. - Songyang Gao; Shihan Dou; Yan Liu 002; Xiao Wang 001; Qi Zhang 001; Zhongyu Wei; Jin Ma 003; Ying Shan (ACL (1), 2023)

Unifying Cross-Lingual and Cross-Modal Modeling Towards Weakly Supervised Multilingual Vision-Language Pre-training. - Zejun Li; Zhihao Fan; Jingjing Chen 001; Qi Zhang 001; Xuanjing Huang 001; Zhongyu Wei (ACL (1), 2023)

UPPAM: A Unified Pre-training Architecture for Political Actor Modeling based on Language. - Xinyi Mou; Zhongyu Wei; Qi Zhang 001; Xuanjing Huang 001 (ACL (1), 2023)

Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs. - Siyuan Wang; Zhongyu Wei; Meng Han; Zhihao Fan; Haijun Shan; Qi Zhang 001; Xuanjing Huang 001 (ACL (1), 2023)

Connectivity Patterns are Task Embeddings. - Zhiheng Xi; Rui Zheng; Yuansen Zhang; Xuanjing Huang 001; Zhongyu Wei; Minlong Peng; Mingming Sun 001; Qi Zhang 001; Tao Gui (ACL (Findings), 2023)

Actively Supervised Clustering for Open Relation Extraction. - Jun Zhao 019; Yongxin Zhang; Qi Zhang 001; Tao Gui; Zhongyu Wei; Minlong Peng; Mingming Sun 001 (ACL (1), 2023)

Open Set Relation Extraction via Unknown-Aware Training. - Jun Zhao 019; Xin Zhao; WenYu Zhan; Qi Zhang 001; Tao Gui; Zhongyu Wei; Yun Wen Chen; Xiang Gao 017; Xuanjing Huang 001 (ACL (1), 2023)

RE-Matching: A Fine-Grained Semantic Matching Method for Zero-Shot Relation Extraction. - Jun Zhao 019; WenYu Zhan; Xin Zhao; Qi Zhang 001; Tao Gui; Zhongyu Wei; Junzhe Wang; Minlong Peng; Mingming Sun 001 (ACL (1), 2023)

Detecting Adversarial Samples through Sharpness of Loss Landscape. - Rui Zheng; Shihan Dou; Yuhao Zhou; Qin Liu 010; Tao Gui; Qi Zhang 001; Zhongyu Wei; Xuanjing Huang 001; Menghan Zhang (ACL (Findings), 2023)

Unleashing the Power of Language Models in Text-Attributed Graph. - Haoyu Kuang; Jiarong Xu; Haozhe Zhang 003; Zuyu Zhao; Qi Zhang 001; Xuanjing Huang 001; Zhongyu Wei (EMNLP (Findings), 2023)

Hi-ArG: Exploring the Integration of Hierarchical Argumentation Graphs in Language Pretraining. - Jingcong Liang; Rong Ye; Meng Han; Qi Zhang 001; Ruofei Lai; Xinyu Zhang 019; Zhao Cao; Xuanjing Huang 001; Zhongyu Wei (EMNLP, 2023)

Argue with Me Tersely: Towards Sentence-Level Counter-Argument Generation. - Jiayu Lin; Rong Ye; Meng Han; Qi Zhang 001; Ruofei Lai; Xinyu Zhang 019; Zhao Cao; Xuanjing Huang 001; Zhongyu Wei (EMNLP, 2023)

One-Model-Connects-All: A Unified Graph Pre-Training Model for Online Community Modeling. - Ruoxue Ma; Jiarong Xu; Xinnong Zhang; Haozhe Zhang 003; Zuyu Zhao; Qi Zhang 001; Xuanjing Huang 001; Zhongyu Wei (EMNLP (Findings), 2023)

AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation. - Tong Wu; Zhihao Fan; Xiao Liu 029; Hai-Tao Zheng 002; Yeyun Gong; Yelong Shen; Jian Jiao 007; Juntao Li; Zhongyu Wei; Jian Guo; Nan Duan; Weizhu Chen (NeurIPS, 2023)

Unifying Structure Reasoning and Language Model Pre-training for Complex Reasoning. - Siyuan Wang; Zhongyu Wei; Jiarong Xu; Zhihao Fan (CoRR, 2023)

Open Set Relation Extraction via Unknown-Aware Training. - Jun Zhao 019; Xin Zhao; WenYu Zhan; Qi Zhang 001; Tao Gui; Zhongyu Wei; Yunwen Chen; Xiang Gao 017; Xuanjing Huang 001 (CoRR, 2023)

Valley: Video Assistant with Large Language model Enhanced abilitY. - Ruipu Luo; Ziwang Zhao; Min Yang; Junwei Dong; Minghui Qiu; Pengcheng Lu; Tao Wang; Zhongyu Wei (CoRR, 2023)

Breaking Down the Task: A Unit-Grained Hybrid Training Framework for Vision and Language Decision Making. - Ruipu Luo; Jiwen Zhang; Zhongyu Wei (CoRR, 2023)

DISC-MedLLM: Bridging General Large Language Models and Real-World Medical Consultation. - Zhijie Bao; Wei Chen 088; Shengze Xiao; Kuang Ren; Jiaao Wu; Cheng Zhong; Jiajie Peng; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2023)

DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal Services. - Shengbin Yue; Wei Chen 088; Siyuan Wang; Bingxuan Li; Chenchen Shen; Shujun Liu; Yuxuan Zhou; Yao Xiao; Song Yun; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2023)

DISC-FinLLM: A Chinese Financial Large Language Model based on Multiple Experts Fine-tuning. - Wei Chen 088; Qiushi Wang; Zefei Long; Xianyin Zhang; Zhongtian Lu; Bingxuan Li; Siyuan Wang; Jiarong Xu; Xiang Bai; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2023)

K-ESConv: Knowledge Injection for Emotional Support Dialogue Systems via Prompt Learning. - Wei Chen 088; Gang Zhao; Xiaojin Zhang 002; Xiang Bai; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2023)

A benchmark for automatic medical consultation system: frameworks, tasks and datasets. - Wei Chen 088; Zhiwei Li; Hongyi Fang; Qianyuan Yao; Cheng Zhong; Jianye Hao; Qi Zhang 001; Xuanjing Huang 001; Jiajie Peng; Zhongyu Wei (Bioinform., 2023)

DxFormer: a decoupled automatic diagnostic system based on decoder-encoder transformer with dense symptom representations. - Wei Chen 088; Cheng Zhong; Jiajie Peng; Zhongyu Wei (Bioinform., 2023)

Value at Adversarial Risk: A Graph Defense Strategy against Cost-Aware Attacks. - Junlong Liao; Wenda Fu; Cong Wang 043; Zhongyu Wei; Jiarong Xu (AAAI, 2024)

EmbSpatial-Bench: Benchmarking Spatial Understanding for Embodied Tasks with Large Vision-Language Models. - Mengfei Du; Binhao Wu; Zejun Li; Xuanjing Huang 001; Zhongyu Wei (ACL (Short Papers), 2024)

ALaRM: Align Language Models via Hierarchical Rewards Modeling. - Yuhang Lai; Siyuan Wang; Shujun Liu; Xuanjing Huang 001; Zhongyu Wei (ACL (Findings), 2024)

Debatrix: Multi-dimensional Debate Judge with Iterative Chronological Analysis Based on LLM. - Jingcong Liang; Rong Ye; Meng Han; Ruofei Lai; Xinyu Zhang 018; Xuanjing Huang 001; Zhongyu Wei (ACL (Findings), 2024)

Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement Simulation. - Xinyi Mou; Zhongyu Wei; Xuanjing Huang 001 (ACL (Findings), 2024)

Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs. - Siyuan Wang; Zhongyu Wei; Yejin Choi 001; Xiang Ren 001 (ACL (1), 2024)

SoMeLVLM: A Large Vision Language Model for Social Media Processing. - Xinnong Zhang; Haoyu Kuang; Xinyi Mou; Hanjia Lyu; Kun Wu; Siming Chen 001; Jiebo Luo 001; Xuanjing Huang 001; Zhongyu Wei (ACL (Findings), 2024)

DELAN: Dual-Level Alignment for Vision-and-Language Navigation by Cross-Modal Contrastive Learning. - Mengfei Du; Binhao Wu; Jiwen Zhang; Zhihao Fan; Zejun Li; Ruipu Luo; Xuanjing Huang 001; Zhongyu Wei (LREC/COLING, 2024)

Multi-Objective Forward Reasoning and Multi-Reward Backward Refinement for Product Review Summarization. - Libo Sun; Siyuan Wang; Meng Han; Ruofei Lai; Xinyu Zhang 018; Xuanjing Huang 001; Zhongyu Wei (LREC/COLING, 2024)

PASUM: A Pre-training Architecture for Social Media User Modeling Based on Text Graph. - Kun Wu; Xinyi Mou; Lanqing Xue; Zhenzhe Ying; Weiqiang Wang; Qi Zhang 001; Xuanjing Huang 001; Zhongyu Wei (LREC/COLING, 2024)

LawLLM: Intelligent Legal System with Legal Reasoning and Verifiable Retrieval. - Shengbin Yue; Shujun Liu; Yuxuan Zhou; Chenchen Shen; Siyuan Wang; Yao Xiao; Bingxuan Li; Yun Song; Xiaoyu Shen; Wei Chen 088; Xuanjing Huang 001; Zhongyu Wei (DASFAA (5), 2024)

From LLMs to MLLMs: Exploring the Landscape of Multimodal Jailbreaking. - Siyuan Wang; Zhuohan Long; Zhihao Fan; Zhongyu Wei (EMNLP, 2024)

Symbolic Working Memory Enhances Language Models for Complex Rule Application. - Siyuan Wang; Zhongyu Wei; Yejin Choi 001; Xiang Ren 001 (EMNLP, 2024)

Android in the Zoo: Chain-of-Action-Thought for GUI Agents. - Jiwen Zhang; Jihao Wu; Yihua Teng; Minghui Liao; Nuo Xu; Xiao Xiao; Zhongyu Wei; Duyu Tang (EMNLP (Findings), 2024)

SAM: A Self-Adaptive Attention Module for Context-Aware Recommendation System. - Jiabin Liu; Zheng Wei; Zhengpin Li; Xiaojun Mao; Jian Wang 016; Zhongyu Wei; Qi Zhang (ICASSP, 2024)

Human vs. LMMs: Exploring the Discrepancy in Emoji Interpretation and Usage in Digital Communication. - Hanjia Lyu; Weihong Qi; Zhongyu Wei; Jiebo Luo 001 (ICWSM, 2024)

ReForm-Eval: Evaluating Large Vision Language Models via Unified Re-Formulation of Task-Oriented Benchmarks. - Zejun Li; Ye Wang; Mengfei Du; Qingwen Liu 002; Binhao Wu; Jiwen Zhang; Chengxing Zhou; Zhihao Fan; Jie Fu 001; Jingjing Chen 001; Zhongyu Wei; Xuanjing Huang 001 (ACM Multimedia, 2024)

Resolving Unseen Rumors with Retrieval-Augmented Large Language Models. - Lei Chen; Zhongyu Wei (NLPCC (4), 2024)

Graph Interpretation of Image-Text Matching: Link Prediction on Concept-Enhanced Cross-Modal Graph. - Zhihao Fan; Zejun Li; Siyuan Wang; Zhongyu Wei; Haijun Shan (NLPCC (3), 2024)

Empowering LLMs for Long-Text Information Extraction in Chinese Legal Documents. - Chenchen Shen; Chengwei Ji; Shengbin Yue; Xiaoyu Shen; Yun Song; Xuanjing Huang 001; Zhongyu Wei (NLPCC (1), 2024)

An Iterative Framework for Document-Level Event Argument Extraction Assisted by Long Short-Term Memory. - Tao You; Zejun Li; Zhihao Fan; Cunxiang Yin; Yancheng He; Jing Cai; Jinhua Fu; Zhongyu Wei (NLPCC (2), 2024)

Unifying Local and Global Knowledge: Empowering Large Language Models as Political Experts with Knowledge Graphs. - Xinyi Mou; Zejun Li; Hanjia Lyu; Jiebo Luo 001; Zhongyu Wei (WWW, 2024)

PT-KGNN: A framework for pre-training biomedical knowledge graphs with graph neural networks. - Zhenxing Wang; Zhongyu Wei (Comput. Biol. Medicine, 2024)

CauESC: A Causal Aware Model for Emotional Support Conversation. - Wei Chen 088; Hengxu Lin; Qun Zhang; Xiaojin Zhang 002; Xiang Bai; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2024)

AI Hospital: Interactive Evaluation and Collaboration of LLMs as Intern Doctors for Clinical Diagnosis. - Zhihao Fan; Jialong Tang; Wei Chen 088; Siyuan Wang; Zhongyu Wei; Jun Xi; Fei Huang 002; Jingren Zhou 001 (CoRR, 2024)

Debatrix: Multi-dimensinal Debate Judge with Iterative Chronological Analysis Based on LLM. - Jingcong Liang; Rong Ye; Meng Han; Ruofei Lai; Xinyu Zhang 018; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2024)

Beyond ESM2: Graph-Enhanced Protein Sequence Modeling with Efficient Clustering. - Shujian Jiao; Bingxuan Li; Lei Wang; Xiaojin Zhang 002; Wei Chen 088; Jiajie Peng; Zhongyu Wei (CoRR, 2024)

VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models. - Zejun Li; Ruipu Luo; Jiwen Zhang; Minghui Qiu; Zhongyu Wei (CoRR, 2024)

Overview of the CAIL 2023 Argument Mining Track. - Jingcong Liang; Junlong Wang; Xinyu Zhai; Yungui Zhuang; Yiyang Zheng; Xin Xu; Xiandong Ran; Xiaozheng Dong; Honghui Rong; Yanlun Liu; Hao Chen; Yuhan Wei; et al. (CoRR, 2024)

Overview of AI-Debater 2023: The Challenges of Argument Generation Tasks. - Jiayu Lin; Guanrong Chen; Bojun Jin; Chenyang Li; Shutong Jia; Wancong Lin; Yang Sun; Yuhang He; Caihua Yang; Jianzhu Bao; Jipeng Wu; Wen Su; et al. (CoRR, 2024)

Identity-Driven Hierarchical Role-Playing Agents. - Libo Sun; Siyuan Wang; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2024)

Fine-Tuned Large Language Model for Visualization System: A Study on Self-Regulated Learning in Education. - Lin Gao; Jing Lu; Zekai Shao; Ziyue Lin; Shengbin Yue; Chiokit Ieong; Yi Sun; Rory James Zauner; Zhongyu Wei; Siming Chen 001 (CoRR, 2024)

MC-CoT: A Modular Collaborative CoT Framework for Zero-shot Medical-VQA with LLM and MLLM Integration. - Lai Wei; Wenkai Wang; Xiaoyu Shen; Yu Xie; Zhihao Fan; Xiaojin Zhang 002; Zhongyu Wei; Wei Chen 088 (CoRR, 2024)

ElectionSim: Massive Population Election Simulation Powered by Large Language Model Driven Agents. - Xinnong Zhang; Jiayu Lin; Libo Sun; Weihong Qi; Yihang Yang; Yue Chen; Hanjia Lyu; Xinyi Mou; Siming Chen 001; Jiebo Luo 001; Xuanjing Huang 001; Shiping Tang; et al. (CoRR, 2024)

PIORS: Personalized Intelligent Outpatient Reception based on Large Language Model with Multi-Agents Medical Scenario Simulation. - Zhijie Bao; Qingyun Liu 012; Ying Guo; Zhengqiang Ye; Jun Shen; Shirong Xie; Jiajie Peng; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2024)

From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents. - Xinyi Mou; Xuanwen Ding; Qi He; Liang Wang; Jingcong Liang; Xinnong Zhang; Libo Sun; Jiayu Lin; Jie Zhou; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2024)

Unifying Structure Reasoning and Language Pre-Training for Complex Reasoning Tasks. - Siyuan Wang; Zhongyu Wei; Jiarong Xu; Taishan Li; Zhihao Fan (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Visual Explanation for Open-Domain Question Answering With BERT. - Zekai Shao; Shuran Sun; Yuheng Zhao; Siyuan Wang; Zhongyu Wei; Tao Gui; Cagatay Turkay; Siming Chen 001 (IEEE Trans. Vis. Comput. Graph., 2024)

Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks. - Shengbin Yue; Siyuan Wang; Wei Chen 088; Xuanjing Huang 001; Zhongyu Wei (AAAI, 2025)

Word Form Matters: LLMs' Semantic Reconstruction under Typoglycemia. - Chenxi Wang 001; Tianle Gu; Zhongyu Wei; Lang Gao; Zirui Song; Xiuying Chen (ACL (Findings), 2025)

HAF-RM: A Hybrid Alignment Framework for Reward Model Training. - Shujun Liu; Xiaoyu Shen; Yuhang Lai; Siyuan Wang; Shengbin Yue; Zengfeng Huang; Xuanjing Huang 001; Zhongyu Wei (ACL (1), 2025)

EMGLLM: Data-to-Text Alignment for Electromyogram Diagnosis Generation with Medical Numerical Data Encoding. - Zefei Long; Zhenbiao Cao; Wei Chen 088; Zhongyu Wei (ACL (Findings), 2025)

Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference. - Siyuan Wang; Dianyi Wang; Chengxing Zhou; Zejun Li; Zhihao Fan; Xuanjing Huang 001; Zhongyu Wei (ACL (1), 2025)

AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator. - Zhihao Fan; Lai Wei; Jialong Tang; Wei Chen 088; Siyuan Wang; Zhongyu Wei; Fei Huang 002 (COLING, 2025)

AI-Press: A Multi-Agent News Generating and Feedback Simulation System Powered by Large Language Models. - Xiawei Liu; Shiyue Yang; Xinnong Zhang; Haoyu Kuang; Libo Sun; Yihang Yang; Siming Chen 001; Xuanjing Huang 001; Zhongyu Wei (COLING (Demonstrations), 2025)

Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation. - Siyuan Wang; Zhuohan Long; Zhihao Fan; Xuanjing Huang 001; Zhongyu Wei (COLING, 2025)

SFMSS: Service Flow aware Medical Scenario Simulation for Conversational Data Generation. - Zhijie Bao; Qingyun Liu 012; Xuanjing Huang 001; Zhongyu Wei (NAACL (Findings), 2025)

FinEval: A Chinese Financial Domain Knowledge Evaluation Benchmark for Large Language Models. - Xin Guo; Haotian Xia; Zhaowei Liu; Hanyang Cao; Zhi Yang; Zhiqiang Liu; Sizhe Wang; Jinyi Niu; Chuqi Wang; Yanhui Wang; Xiaolong Liang; Xiaoming Huang; et al. (NAACL (Long Papers), 2025)

VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models. - Zejun Li; Ruipu Luo; Jiwen Zhang; Minghui Qiu; Xuanjing Huang 001; Zhongyu Wei (NAACL (Long Papers), 2025)

AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive Scenarios. - Xinyi Mou; Jingcong Liang; Jiayu Lin; Xinnong Zhang; Xiawei Liu; Shiyue Yang; Rong Ye; Lei Chen; Haoyu Kuang; Xuanjing Huang 001; Zhongyu Wei (NAACL (Long Papers), 2025)

Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction. - ShengbinYue ShengbinYue; Ting Huang; Zheng Jia; Siyuan Wang; Shujun Liu; Yun Song; Xuanjing Huang 001; Zhongyu Wei (NAACL (Findings), 2025)

Bridging the Domain Gap in Grounded Situation Recognition via Unifying Event Extraction across Modalities. - Qingwen Liu 002; Zejun Li; Zhihao Fan; Cunxiang Yin; Yancheng He; Jing Cai; Jinhua Fu; Zhongyu Wei (Data Intell., 2025)

InsQABench: Benchmarking Chinese Insurance Domain Question Answering with Large Language Models. - Jing Ding; Kai Feng; Binbin Lin; Jiarui Cai; Qiushi Wang; Yu Xie; Xiaojin Zhang 002; Zhongyu Wei; Wei Chen 088 (CoRR, 2025)

Multi-agent KTO: Reinforcing Strategic Interactions of Large Language Model in Language Game. - Rong Ye; Yongxin Zhang; Yikai Zhang; Haoyu Kuang; Zhongyu Wei; Peng Sun (CoRR, 2025)

Each Rank Could be an Expert: Single-Ranked Mixture of Experts LoRA for Multi-Task Learning. - Ziyu Zhao 001; Yixiao Zhou; Didi Zhu; Tao Shen 002; Xuwu Wang; Jing Su; Kun Kuang; Zhongyu Wei; Fei Wu 001; Yu Cheng (CoRR, 2025)

Fine-Tuned Large Language Model for Visualization System: A Study on Self-Regulated Learning in Education. - Lin Gao; Jing Lu; Zekai Shao; Ziyue Lin; Shengbin Yue; Chiokit Leong; Yi Sun; Rory James Zauner; Zhongyu Wei; Siming Chen 001 (IEEE Trans. Vis. Comput. Graph., 2025)

Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction. - Shengbin Yue; Ting Huang; Zheng Jia; Siyuan Wang; Shujun Liu; Yun Song; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2025)

How Jailbreak Defenses Work and Ensemble? A Mechanistic Investigation. - Zhuohan Long; Siyuan Wang; Shujun Liu; Yuhang Lai; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2025)

Stepwise Informativeness Search for Improving LLM Reasoning. - Siyuan Wang; Enda Zhao; Zhongyu Wei; Xiang Ren 001 (CoRR, 2025)

SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World Users. - Xinnong Zhang; Jiayu Lin; Xinyi Mou; Shiyue Yang; Xiawei Liu; Libo Sun; Hanjia Lyu; Yihang Yang; Weihong Qi; Yue Chen; Guanying Li; Ling Yan; et al. (CoRR, 2025)

EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation. - Xinyi Mou; Chen Qian; Wei Liu; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2025)

OViP: Online Vision-Language Preference Learning. - Shujun Liu; Siyuan Wang; Zejun Li; Jianxiang Wang; Cheng Zeng; Zhongyu Wei (CoRR, 2025)

Not All Models Suit Expert Offloading: On Local Routing Consistency of Mixture-of-Expert Models. - Jingcong Liang; Siyuan Wang; Miren Tian; Yitong Li; Duyu Tang; Zhongyu Wei (CoRR, 2025)

AutoJudger: An Agent-Driven Framework for Efficient Benchmarking of MLLMs. - Xuanwen Ding; Chengjun Pan; Zejun Li; Jiwen Zhang; Siyuan Wang; Zhongyu Wei (CoRR, 2025)

Autoregressive Semantic Visual Reconstruction Helps VLMs Understand Better. - Dianyi Wang; Wei Song; Yikun Wang; Siyuan Wang; Kaicheng Yu; Zhongyu Wei; Jiaqi Wang (CoRR, 2025)

ITFormer: Bridging Time Series and Natural Language for Multi-Modal QA with Large-Scale Multitask Dataset. - Yilin Wang; Peixuan Lei; Jie Song; Yuzhe Hao; Tao Chen; Yuxuan Zhang; Lei Jia; Yuanxiang Li; Zhongyu Wei (CoRR, 2025)

GPT-4V(ision) as A Social Media Analysis Engine. - Hanjia Lyu; Jinfa Huang; Daoan Zhang; Yongsheng Yu; Xinyi Mou; Jinsheng Pan; Zhengyuan Yang; Zhongyu Wei; Jiebo Luo 001 (ACM Trans. Intell. Syst. Technol., 2025)

Ready Jurist One: Benchmarking Language Agents for Legal Intelligence in Dynamic Environments. - Zheng Jia; Shengbin Yue; Wei Chen; Siyuan Wang; Yidong Liu; Yun Song; Zhongyu Wei (CoRR, 2025)

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios. - Yingqian Wu; Qiushi Wang; Zefei Long; Rong Ye; Zhongtian Lu; Xianyin Zhang; Bingxuan Li; Wei Chen 088; Liwen Zhang; Zhongyu Wei (CoRR, 2025)

VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning. - Ruifeng Yuan; Chenghao Xiao; Sicong Leng; Jianyu Wang; Long Li; Weiwen Xu; Hou Pong Chan; Deli Zhao; Tingyang Xu; Zhongyu Wei; Hao Zhang 048; Yu Rong (CoRR, 2025)

MoIIE: Mixture of Intra- and Inter-Modality Experts for Large Vision Language Models. - Dianyi Wang; Siyuan Wang; Zejun Li; Yikun Wang; Yitong Li; Duyu Tang; Xiaoyu Shen; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2025)

Simple o3: Towards Interleaved Vision-Language Reasoning. - Ye Wang; Qianglong Chen; Zejun Li; Siyuan Wang; Shijie Guo; Zhirui Zhang; Zhongyu Wei (CoRR, 2025)