Constructing Learning Maps for Lecture Videos by Exploring Wikipedia Knowledge. - Feng Wang 036; Xiaoyan Li; Wenqiang Lei; Chen Huang 006; Min Yin; Ting-Chuen Pong (PCM (1), 2015)

SWIM: A Simple Word Interaction Model for Implicit Discourse Relation Recognition. - Wenqiang Lei; Xuancong Wang; Meichun Liu; Ilija Ilievski; Xiangnan He 001; Min-Yen Kan (IJCAI, 2017)

Linguistic Properties Matter for Implicit Discourse Relation Recognition: Combining Semantic Interaction, Topic Continuity and Attribution. - Wenqiang Lei; Yuanxin Xiang; Yuwei Wang; Qian Zhong; Meichun Liu; Min-Yen Kan (AAAI, 2018)

Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures. - Wenqiang Lei; Xisen Jin; Min-Yen Kan; Zhaochun Ren; Xiangnan He 001; Dawei Yin (ACL (1), 2018)

Explicit State Tracking with Semi-Supervisionfor Neural Dialogue Generation. - Xisen Jin; Wenqiang Lei; Zhaochun Ren; Hongshen Chen; Shangsong Liang; Yihong Zhao 002; Dawei Yin (CIKM, 2018)

Explicit State Tracking with Semi-Supervision for Neural Dialogue Generation. - Xisen Jin; Wenqiang Lei; Zhaochun Ren; Hongshen Chen; Shangsong Liang; Yihong Zhao 002; Dawei Yin (CoRR, 2018)

Revisit Automatic Error Detection for Wrong and Missing Translation - A Supervised Approach. - Wenqiang Lei; Weiwen Xu; Ai Ti Aw; Yuanxin Xiang; Tat-Seng Chua (EMNLP/IJCNLP (1), 2019)

Recent Advances in Neural Question Generation. - Liangming Pan; Wenqiang Lei; Tat-Seng Chua; Min-Yen Kan (CoRR, 2019)

Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure. - Jiaqi Li 004; Ming Liu 004; Min-Yen Kan; Zihao Zheng; Zekun Wang 001; Wenqiang Lei; Ting Liu 001; Bing Qin 001 (COLING, 2020)

Re-examining the Role of Schema Linking in Text-to-SQL. - Wenqiang Lei; Weixin Wang; Zhixin Ma 001; Tian Gan; Wei Lu 011; Min-Yen Kan; Tat-Seng Chua (EMNLP (1), 2020)

Interactive Path Reasoning on Graph for Conversational Recommendation. - Wenqiang Lei; Gangyi Zhang; Xiangnan He 001; Yisong Miao; Xiang Wang 010; Liang Chen 001; Tat-Seng Chua (KDD, 2020)

PiRhDy: Learning Pitch-, Rhythm-, and Dynamics-aware Embeddings for Symbolic Music. - Hongru Liang; Wenqiang Lei; Paul Yaozhu Chan; Zhenglu Yang; Maosong Sun 001; Tat-Seng Chua (ACM Multimedia, 2020)

Conversational Recommendation: Formulation, Methods, and Evaluation. - Wenqiang Lei; Xiangnan He 001; Maarten de Rijke; Tat-Seng Chua (SIGIR, 2020)

Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems. - Wenqiang Lei; Xiangnan He 001; Yisong Miao; Qingyun Wu; Richang Hong; Min-Yen Kan; Tat-Seng Chua (WSDM, 2020)

GMH: A General Multi-hop Reasoning Model for KG Completion. - Yao Zhang; Xu Zhang; Jun Wang 023; Hongru Liang; Adam Jatowt; Wenqiang Lei; Zhenglu Yang (CoRR, 2020)

Have We Solved The Hard Problem? It's Not Easy! Contextual Lexical Contrast as a Means to Probe Neural Coherence. - Wenqiang Lei; Yisong Miao; Runpeng Xie; Bonnie Webber; Meichun Liu; Tat-Seng Chua; Nancy F. Chen (AAAI, 2021)

Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction. - Yao Zhang; Xu Zhang; Jun Wang 023; Hongru Liang; Wenqiang Lei; Zhe Sun; Adam Jatowt; Zhenglu Yang (AAAI, 2021)

POS-Constrained Parallel Decoding for Non-autoregressive Generation. - Kexin Yang 002; Wenqiang Lei; Dayiheng Liu; Weizhen Qi; Jiancheng Lv 001 (ACL/IJCNLP (1), 2021)

TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance. - Fengbin Zhu; Wenqiang Lei; Youcheng Huang; Chao Wang 049; Shuo Zhang 006; Jiancheng Lv 001; Fuli Feng; Tat-Seng Chua (ACL/IJCNLP (1), 2021)

DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network. - Junkang Wu; Wentao Shi 002; Xuezhi Cao; Jiawei Chen 007; Wenqiang Lei; Fuzheng Zhang; Wei Wu 014; Xiangnan He 001 (CIKM, 2021)

GMH: A General Multi-hop Reasoning Model for KG Completion. - Yao Zhang; Hongru Liang; Adam Jatowt; Wenqiang Lei; Xin Wei; Ning Jiang; Zhenglu Yang (EMNLP (1), 2021)

RecSys 2021 Tutorial on Conversational Recommendation: Formulation, Methods, and Evaluation. - Wenqiang Lei; Chongming Gao; Maarten de Rijke (RecSys, 2021)

Advances and challenges in conversational recommender systems: A survey. - Chongming Gao; Wenqiang Lei; Xiangnan He 001; Maarten de Rijke; Tat-Seng Chua (AI Open, 2021)

Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering. - Fengbin Zhu; Wenqiang Lei; Chao Wang 049; Jianming Zheng; Soujanya Poria; Tat-Seng Chua (CoRR, 2021)

Dialogue State Tracking with Incremental Reasoning. - Lizi Liao; Le Hong Long; Yunshan Ma; Wenqiang Lei; Tat-Seng Chua (Trans. Assoc. Comput. Linguistics, 2021)

Seamlessly Unifying Attributes and Items: Conversational Recommendation for Cold-start Users. - Shijun Li 002; Wenqiang Lei; Qingyun Wu; Xiangnan He 001; Peng Jiang 002; Tat-Seng Chua (ACM Trans. Inf. Syst., 2021)

GCPG: A General Framework for Controllable Paraphrase Generation. - Kexin Yang 002; Dayiheng Liu; Wenqiang Lei; Baosong Yang; Haibo Zhang 013; Xue Zhao; Wenqing Yao; Boxing Chen (ACL (Findings), 2022)

KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender Systems. - Chongming Gao; Shijun Li 002; Wenqiang Lei; Jiawei Chen 007; Biao Li; Peng Jiang 002; Xiangnan He 001; Jiaxin Mao; Tat-Seng Chua (CIKM, 2022)

KuaiRand: An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos. - Chongming Gao; Shijun Li 002; Yuan Zhang 024; Jiawei Chen 007; Biao Li; Wenqiang Lei; Peng Jiang 002; Xiangnan He 001 (CIKM, 2022)

PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance. - Yang Deng 002; Wenqiang Lei; Wenxuan Zhang 001; Wai Lam; Tat-Seng Chua (EMNLP, 2022)

Reconciliation of Pre-trained Models and Prototypical Neural Networks in Few-shot Named Entity Recognition. - Youcheng Huang; Wenqiang Lei; Jie Fu 001; Jiancheng Lv 001 (EMNLP (Findings), 2022)

ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction. - Weiwen Xu; Yang Deng 002; Wenqiang Lei; Wenlong Zhao 012; Tat-Seng Chua; Wai Lam (EMNLP, 2022)

Abstract Rule Learning for Paraphrase Generation. - Xianggen Liu; Wenqiang Lei; Jiancheng Lv 001; Jizhe Zhou (IJCAI, 2022)

Towards Complex Document Understanding By Discrete Reasoning. - Fengbin Zhu; Wenqiang Lei; Fuli Feng; Chao Wang 049; Haozhou Zhang; Tat-Seng Chua (ACM Multimedia, 2022)

Interacting with Non-Cooperative User: A New Paradigm for Proactive Dialogue Policy. - Wenqiang Lei; Yao Zhang; Feifan Song 001; Hongru Liang; Jiaxin Mao; Jiancheng Lv 001; Zhenglu Yang; Tat-Seng Chua (SIGIR, 2022)

Alibaba-Translate China's Submission for WMT 2022 Quality Estimation Shared Task. - Keqin Bao; Yu Wan 004; Dayiheng Liu; Baosong Yang; Wenqiang Lei; Xiangnan He 001; Derek F. Wong; Jun Xie (WMT, 2022)

Alibaba-Translate China's Submission for WMT2022 Metrics Shared Task. - Yu Wan 004; Keqin Bao; Dayiheng Liu; Baosong Yang; Derek F. Wong; Lidia S. Chao; Wenqiang Lei; Jun Xie (WMT, 2022)

Prompt Learning for Few-Shot Dialogue State Tracking. - Yuting Yang 002; Wenqiang Lei; Juan Cao 001; Jintao Li 001; Tat-Seng Chua (CoRR, 2022)

KuaiRec: A Fully-observed Dataset for Recommender Systems. - Chongming Gao; Shijun Li 002; Wenqiang Lei; Biao Li; Peng Jiang 002; Jiawei Chen 007; Xiangnan He 001; Jiaxin Mao; Tat-Seng Chua (CoRR, 2022)

Tailor: A Prompt-Based Approach to Attribute-Based Controlled Text Generation. - Kexin Yang 002; Dayiheng Liu; Wenqiang Lei; Baosong Yang; Mingfeng Xue; Boxing Chen; Jun Xie (CoRR, 2022)

RDU: A Region-based Approach to Form-style Document Understanding. - Fengbin Zhu; Chao Wang 049; Wenqiang Lei; Ziyang Liu; Tat-Seng Chua (CoRR, 2022)

Draft, Command, and Edit: Controllable Text Editing in E-Commerce. - Kexin Yang 002; Dayiheng Liu; Wenqiang Lei; Baosong Yang; Qian Qu; Jiancheng Lv 001 (CoRR, 2022)

Alibaba-Translate China's Submission for WMT 2022 Metrics Shared Task. - Yu Wan 004; Keqin Bao; Dayiheng Liu; Baosong Yang; Derek F. Wong; Lidia S. Chao; Wenqiang Lei; Jun Xie (CoRR, 2022)

Tailor: A Soft-Prompt-Based Approach to Attribute-Based Controlled Text Generation. - Kexin Yang 002; Dayiheng Liu; Wenqiang Lei; Baosong Yang; Mingfeng Xue; Boxing Chen; Jun Xie (ACL (1), 2023)

Knowing-how & Knowing-that: A New Task for Machine Comprehension of User Manuals. - Hongru Liang; Jia Liu; Weihong Du; Dingnan Jin; Wenqiang Lei; Zujie Wen; Jiancheng Lv 001 (ACL (Findings), 2023)

Fantastic Expressions and Where to Find Them: Chinese Simile Generation with Multiple Constraints. - Kexin Yang 002; Dayiheng Liu; Wenqiang Lei; Baosong Yang; Xiangpeng Wei; Zhengyuan Liu; Jun Xie (ACL (1), 2023)

Goal Awareness for Conversational AI: Proactivity, Non-collaborativity, and Beyond. - Yang Deng 002; Wenqiang Lei; Minlie Huang; Tat-Seng Chua (ACL (tutorial), 2023)

TRAVEL: Tag-Aware Conversational FAQ Retrieval via Reinforcement Learning. - Yue Chen; Dingnan Jin; Chen Huang 006; Jia Liu; Wenqiang Lei (EMNLP, 2023)

Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration. - Yang Deng 002; Lizi Liao; Liang Chen 001; Hongru Wang 003; Wenqiang Lei; Tat-Seng Chua (EMNLP (Findings), 2023)

Reduce Human Labor On Evaluating Conversational Information Retrieval System: A Human-Machine Collaboration Approach. - Chen Huang 006; Peixin Qin; Wenqiang Lei; Jiancheng Lv 001 (EMNLP, 2023)

Unifying Discrete and Continuous Representations for Unsupervised Paraphrase Generation. - Mingfeng Xue; Dayiheng Liu; Wenqiang Lei; Jie Fu 001; Jian Lan; Mei Li; Baosong Yang; Jun Xie; Yidan Zhang; Dezhong Peng; Jiancheng Lv 001 (EMNLP, 2023)

Dynamic Voting for Efficient Reasoning in Large Language Models. - Mingfeng Xue; Dayiheng Liu; Wenqiang Lei; Xingzhang Ren; Baosong Yang; Jun Xie; Yidan Zhang; Dezhong Peng; Jiancheng Lv 001 (EMNLP (Findings), 2023)

Towards Effective Automatic Debt Collection with Persona Awareness. - Tong Zhang; Junhong Liu; Chen Huang 006; Jia Liu; Hongru Liang; Zujie Wen; Wenqiang Lei (EMNLP (Industry Track), 2023)

A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects. - Yang Deng 002; Wenqiang Lei; Wai Lam; Tat-Seng Chua (IJCAI, 2023)

DiVa: An Iterative Framework to Harvest More Diverse and Valid Labels from User Comments for Music. - Hongru Liang; Jingyao Liu; Yuanxin Xiang; Jiachen Du; Lanjun Zhou; Shushen Pan; Wenqiang Lei (ACM Multimedia, 2023)

Rethinking Conversational Agents in the Era of LLMs: Proactivity, Non-collaborativity, and Beyond. - Yang Deng 002; Wenqiang Lei; Minlie Huang; Tat-Seng Chua (SIGIR-AP, 2023)

A Dual Prompt Learning Framework for Few-Shot Dialogue State Tracking. - Yuting Yang 002; Wenqiang Lei; Pei Huang 002; Juan Cao 001; Jintao Li 001; Tat-Seng Chua (WWW, 2023)

FFHR: Fully and Flexible Hyperbolic Representation for Knowledge Graph Completion. - Wentao Shi 002; Junkang Wu; Xuezhi Cao; Jiawei Chen 007; Wenqiang Lei; Wei Wu 014; Xiangnan He 001 (CoRR, 2023)

Towards Fine-Grained Information: Identifying the Type and Location of Translation Errors. - Keqin Bao; Yu Wan 004; Dayiheng Liu; Baosong Yang; Wenqiang Lei; Xiangnan He 001; Derek F. Wong; Jun Xie (CoRR, 2023)

Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration. - Yang Deng 002; Wenqiang Lei; Lizi Liao; Tat-Seng Chua (CoRR, 2023)

Knowing-how & Knowing-that: A New Task for Machine Reading Comprehension of User Manuals. - Hongru Liang; Jia Liu; Weihong Du; Dingnan Jin; Wenqiang Lei; Zujie Wen; Jiancheng Lv 001 (CoRR, 2023)

Embracing Uncertainty: Adaptive Vague Preference Policy Learning for Multi-round Conversational Recommendation. - Gangyi Zhang; Chongming Gao; Wenqiang Lei; Xiaojie Guo 002; Shijun Li 002; Lingfei Wu 001; Hongshen Chen; Zhuozhi Ding; Sulong Xu; Xiangnan He 001 (CoRR, 2023)

OccuQuest: Mitigating Occupational Bias for Inclusive Large Language Models. - Mingfeng Xue; Dayiheng Liu; Kexin Yang 002; Guanting Dong; Wenqiang Lei; Zheng Yuan 002; Chang Zhou; Jingren Zhou 001 (CoRR, 2023)

Towards Goal-oriented Intelligent Tutoring Systems in Online Education. - Yang Deng 002; Zifeng Ren; An Zhang 003; Wenqiang Lei; Tat-Seng Chua (CoRR, 2023)

State Graph Reasoning for Multimodal Conversational Recommendation. - Yuxia Wu; Lizi Liao; Gangyi Zhang; Wenqiang Lei; Guoshuai Zhao; Xueming Qian; Tat-Seng Chua (IEEE Trans. Multim., 2023)

A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems. - Yang Deng 002; Wenxuan Zhang 001; Weiwen Xu; Wenqiang Lei; Tat-Seng Chua; Wai Lam (ACM Trans. Inf. Syst., 2023)

Ultra-Short Wave Communication Squelch Algorithm Based on Deep Neural Network. - Yuanxin Xiang; Yi Lv; Wenqiang Lei; Jiancheng Lv 001 (Big Data Min. Anal., 2023)

Artificial Intelligence Methods Applied to Catalytic Cracking Processes. - Fan Yang; Mao Xu; Wenqiang Lei; Jiancheng Lv 001 (Big Data Min. Anal., 2023)

Towards Equipping Transformer with the Ability of Systematic Compositionality. - Chen Huang 006; Peixin Qin; Wenqiang Lei; Jiancheng Lv 001 (AAAI, 2024)

STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents. - Yue Chen; Chen Huang 006; Yang Deng 002; Wenqiang Lei; Dingnan Jin; Jia Liu; Tat-Seng Chua (ACL (Findings), 2024)

PAGED: A Benchmark for Procedural Graphs Extraction from Documents. - Weihong Du; Wenrui Liao; Hongru Liang; Wenqiang Lei (ACL (1), 2024)

CARE: A Clue-guided Assistant for CSRs to Read User Manuals. - Weihong Du; Jia Liu; Zujie Wen; Dingnan Jin; Hongru Liang; Wenqiang Lei (ACL (1), 2024)

ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation. - Chen Huang 006; Yiping Jin; Ilija Ilievski; Wenqiang Lei; Jiancheng Lv 001 (ACL (1), 2024)

Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models' Understanding of Discourse Relations. - Yisong Miao; Hongfu Liu 002; Wenqiang Lei; Nancy F. Chen; Min-Yen Kan (ACL (1), 2024)

CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models. - Tong Zhang; Peixin Qin; Yang Deng 002; Chen Huang 006; Wenqiang Lei; Junhong Liu; Dingnan Jin; Hongru Liang; Tat-Seng Chua (ACL (1), 2024)

Selective Annotation via Data Allocation: These Data Should Be Triaged to Experts for Annotation Rather Than the Model. - Chen Huang 006; Yang Deng 002; Wenqiang Lei; Jiancheng Lv 001; Ido Dagan (EMNLP (Findings), 2024)

Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations. - Peixin Qin; Chen Huang 006; Yang Deng 002; Wenqiang Lei; Tat-Seng Chua (EMNLP (Findings), 2024)

Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation. - Tong Zhang; Chen Huang 006; Yang Deng 002; Hongru Liang; Jia Liu; Zujie Wen; Wenqiang Lei; Tat-Seng Chua (EMNLP, 2024)

Cross-Space Adaptive Filter: Integrating Graph Topology and Node Attributes for Alleviating the Over-smoothing Problem. - Chen Huang 006; Haoyang Li 001; Yifan Zhang; Wenqiang Lei; Jiancheng Lv 001 (WWW, 2024)

See the Unseen: Better Context-Consistent Knowledge-Editing by Noises. - Youcheng Huang; Wenqiang Lei; Zheng Zhang 006; Jiancheng Lv 001; Shuicheng Yan (CoRR, 2024)

DREditor: An Time-efficient Approach for Building a Domain-specific Dense Retrieval Model. - Chen Huang 006; Duanyu Feng; Wenqiang Lei; Jiancheng Lv 001 (CoRR, 2024)

Strength Lies in Differences! Towards Effective Non-collaborative Dialogues via Tailored Strategy Planning. - Tong Zhang; Chen Huang 006; Yang Deng 002; Hongru Liang; Jia Liu; Zujie Wen; Wenqiang Lei; Tat-Seng Chua (CoRR, 2024)

Concept - An Evaluation Protocol on Conversational Recommender Systems with System-centric and User-centric Factors. - Chen Huang 006; Peixin Qin; Yang Deng 002; Wenqiang Lei; Jiancheng Lv 001; Tat-Seng Chua (CoRR, 2024)

Towards Analyzing and Understanding the Limitations of DPO: A Theoretical Perspective. - Duanyu Feng; Bowen Qin; Chen Huang 006; Zheng Zhang 006; Wenqiang Lei (CoRR, 2024)

Co-Matching: Towards Human-Machine Collaborative Legal Case Matching. - Chen Huang 006; Xinwei Yang; Yang Deng 002; Wenqiang Lei; Jiancheng Lv 001; Tat-Seng Chua (CoRR, 2024)

Backpropogation-Free Multi-modal On-Device Model Adaptation via Cloud-Device Collaboration. - Wei Ji 008; Li Li 091; Zheqi Lv; Wenqiao Zhang; Mengze Li 001; Zhen Wan; Wenqiang Lei; Roger Zimmermann (CoRR, 2024)

Dishonesty in Helpful and Harmless Alignment. - Youcheng Huang; Jingkun Tang; Duanyu Feng; Zheng Zhang 006; Wenqiang Lei; Jiancheng Lv 001; Anthony G. Cohn 001 (CoRR, 2024)

Effective and Efficient Adversarial Detection for Vision-Language Models via A Single Vector. - Youcheng Huang; Fengbin Zhu; Jingkun Tang; Pan Zhou; Wenqiang Lei; Jiancheng Lv 001; Tat-Seng Chua (CoRR, 2024)

CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System. - Chongming Gao; Shiqi Wang 018; Shijun Li 002; Jiawei Chen 007; Xiangnan He 001; Wenqiang Lei; Biao Li; Yuan Zhang 024; Peng Jiang 002 (ACM Trans. Inf. Syst., 2024)

Special Issue on Conversational Information Seeking. - Wenqiang Lei; Richang Hong; Hamed Zamani; Pawel Budzianowski; Vanessa Murdock 001; Emine Yilmaz (ACM Trans. Web, 2024)

CDW-CoT: Clustered Distance-Weighted Chain-of-Thoughts Reasoning. - Yuanheng Fang; Guoqing Chao; Wenqiang Lei; Shaobo Li; Dianhui Chu (AAAI, 2025)

LEGEND: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets. - Duanyu Feng; Bowen Qin; Chen Huang 006; Youcheng Huang; Zheng Zhang 006; Wenqiang Lei (AAAI, 2025)

How to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond. - Chen Huang 006; Yang Deng 002; Wenqiang Lei; Jiancheng Lv 001; Tat-Seng Chua; Jimmy Huang 001 (ACL (1), 2025)

BAR: A Backward Reasoning based Agent for Complex Minecraft Tasks. - Weihong Du; Wenrui Liao; Binyu Yan; Hongru Liang; Anthony G. Cohn 001; Wenqiang Lei (ACL (Findings), 2025)

ASTRO: Automatic Strategy Optimization For Non-Cooperative Dialogues. - Yikuan Hu; Chen Huang 006; Wenqiang Lei (ACL (Findings), 2025)

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts. - Youcheng Huang; Chen Huang 006; Duanyu Feng; Wenqiang Lei; Jiancheng Lv 001 (ACL (1), 2025)

Can Large Language Models Understand Internet Buzzwords Through User-Generated Content. - Chen Huang 006; Junkai Luo; Xinzuo Wang; Wenqiang Lei; Jiancheng Lv 001 (ACL (1), 2025)

SCOP: Evaluating the Comprehension Process of Large Language Models from a Cognitive View. - Yongjie Xiao; Hongru Liang; Peixin Qin; Yao Zhang; Wenqiang Lei (ACL (1), 2025)

ELABORATION: A Comprehensive Benchmark on Human-LLM Competitive Programming. - Xinwei Yang; Zhaofeng Liu; Chen Huang 006; Jiashuai Zhang; Tong Zhang; Yifan Zhang; Wenqiang Lei (ACL (1), 2025)

GraphOTTER: Evolving LLM-based Graph Reasoning for Complex Table Question Answering. - Qianlong Li; Chen Huang 006; Shuai Li; Yuanxin Xiang; Deng Xiong; Wenqiang Lei (COLING, 2025)

Breaking the Stigma! Unobtrusively Probe Symptoms in Depression Disorder Diagnosis Dialogue. - Jieming Cao; Chen Huang 006; Yanan Zhang; Ruibo Deng; Jincheng Zhang; Wenqiang Lei (NAACL (Findings), 2025)

Backpropagation-Free Multi-modal On-Device Model Adaptation via Cloud-Device Collaboration. - Wei Ji 008; Li Li 091; Zheqi Lv; Wenqiao Zhang; Mengze Li 001; Zhen Wan; Wenqiang Lei; Roger Zimmermann (ACM Trans. Multim. Comput. Commun. Appl., 2025)

Proactive Conversational AI: A Comprehensive Survey of Advancements and Opportunities. - Yang Deng 002; Lizi Liao; Wenqiang Lei; Grace Hui Yang; Wai Lam; Tat-Seng Chua (ACM Trans. Inf. Syst., 2025)

Vague Preference Policy Learning for Conversational Recommendation. - Gangyi Zhang; Chongming Gao; Wenqiang Lei; Xiaojie Guo 002; Shijun Li 002; Hongshen Chen; Zhuozhi Ding; Sulong Xu; Lingfei Wu 001 (ACM Trans. Inf. Syst., 2025)

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information. - Youcheng Huang; Bowen Qin; Chen Huang 006; Duanyu Feng; Xi Yang; Wenqiang Lei (CoRR, 2025)