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)

COMBO: Pre-Training Representations of Binary Code Using Contrastive Learning. - Yifan Zhang; Chen Huang 006; Yueke Zhang; Kevin Cao; Scott Thomas Andersen; Huajie Shao; Kevin Leach; Yu Huang 015 (CoRR, 2022)

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

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)

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)

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

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)

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)

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)

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)

Enhancing Code LLM Training with Programmer Attention. - Yifan Zhang; Chen Huang 006; Zachary Karas; Dung Thuy Nguyen; Kevin Leach; Yu Huang 015 (SIGSOFT FSE Companion, 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)