Wenqiang Lei

31 papers at tracked venues · 27 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×20 AAAI ×5 EMNLP ×3 NAACL ×1 NeurIPS ×1 WWW ×1

Frequent coauthors

Chen Huang

×20

Hongru Liang

×8

Yang Deng

×7

Jiancheng Lv

×7

Tat-Seng Chua

×5

See-Kiong Ng

×4

Weihong Du

×4

Peixin Qin

×4

Duanyu Feng

×3

Wenrui Liao

×3

Tong Zhang

×3

Jia Liu

×3

Papers

AMaPO: Adaptive Margin-attached Preference Optimization for Language Model Alignment
AAAI 2026 ·
Ruibo Deng
,
Duanyu Feng
, Wenqiang Lei
Beyond Prompt: Fine-grained Simulation of Cognitively Impaired Standardized Patients via Stochastic Steering
ACL 2026 ·
Weikang Zhang
,
Zimo Zhu
,
Zhichuan Yang
,
Chen Huang
, Wenqiang Lei,
See-Kiong Ng
E2EDev: Benchmarking Large Language Models in End-to-End Software Development Task
ACL 2026 ·
Jingyao Liu
,
Chen Huang
,
Zhizhao Guan
, Wenqiang Lei,
Yang Deng
Empathy in Diversity: Personalized Depression and Anxiety Therapy via Dialogue State Tracking and Patient-Aware Planning
ACL 2026 ·
Xinwei Yang
,
Junyi Fan
,
Yuqing Liu
,
Jiaxuan Wang
,
Jiashuai Zhang
,
Hongru Liang
, Wenqiang Lei,
Yao Song
METER: Evaluating Multi-Level Contextual Causal Reasoning in Large Language Models
ACL 2026 ·
Pengfeng Li
,
Chen Huang
,
Chaoqun Hao
,
Hongyao Chen
,
Xiao-Yong Wei
, Wenqiang Lei,
See-Kiong Ng
METRO: Towards Strategy Induction from Expert Dialogue Transcripts for Non-collaborative Dialogues
ACL 2026 ·
Haofu Yang
,
Jiaji Liu
,
Chen Huang
,
Faguo Wu
, Wenqiang Lei,
See-Kiong Ng
NL \Rightarrow Schedule: Evaluate Multitask Scheduling Capability of Large Language Models
ACL 2026 ·
Wenrui Liao
,
Weihong Du
,
Yi Li
,
Hongru Liang
, Wenqiang Lei
Towards Proactive Information Probing: Customer Service Chatbots Harvesting Value from Conversation
ACL 2026 ·
Chen Huang
,
Zitan Jiang
,
Changyi Zou
, Wenqiang Lei,
See-Kiong Ng
VP-Bench: A Comprehensive Benchmark for Visual Prompting in Multimodal Large Language Models
AAAI 2026 ·
Mingjie Xu
,
Jinpeng Chen
,
Yuzhi Zhao
,
Jason Chun Lok Li
,
Yue Qiu
,
Zekang Du
,
Mengyang Wu
,
Pingping Zhang
,
Kun Li
,
Hongzheng Yang
,
Wenao Ma
,
Jiaheng Wei
,
Qinbin Li
,
Kangcheng Liu
, Wenqiang Lei
3D-GSRD: 3D Molecular Graph Auto-Encoder with Selective Re-mask Decoding
NeurIPS 2025 ·
Chang Wu
,
Zhiyuan Liu
,
Wen Shu
,
Liang Wang
,
Yanchen Luo
, Wenqiang Lei,
Yatao Bian
,
Junfeng Fang
,
Xiang Wang
ASTRO: Automatic Strategy Optimization For Non-Cooperative Dialogues
ACL 2025 ·
Yikuan Hu
,
Chen Huang
, Wenqiang Lei
BAR: A Backward Reasoning based Agent for Complex Minecraft Tasks
ACL 2025 ·
Weihong Du
,
Wenrui Liao
,
Binyu Yan
,
Hongru Liang
,
Anthony G. Cohn
, Wenqiang Lei
Breaking the Stigma! Unobtrusively Probe Symptoms in Depression Disorder Diagnosis Dialogue
NAACL 2025 ·
Jieming Cao
,
Chen Huang
,
Yanan Zhang
,
Ruibo Deng
,
Jincheng Zhang
, Wenqiang Lei
CDW-CoT: Clustered Distance-Weighted Chain-of-Thoughts Reasoning
AAAI 2025 ·
Yuanheng Fang
,
Guoqing Chao
, Wenqiang Lei,
Shaobo Li
,
Dianhui Chu
Can Large Language Models Understand Internet Buzzwords Through User-Generated Content
ACL 2025 ·
Chen Huang
,
Junkai Luo
,
Xinzuo Wang
, Wenqiang Lei,
Jiancheng Lv
Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts
ACL 2025 ·
Youcheng Huang
,
Chen Huang
,
Duanyu Feng
, Wenqiang Lei,
Jiancheng Lv
ELABORATION: A Comprehensive Benchmark on Human-LLM Competitive Programming
ACL 2025 ·
Xinwei Yang
,
Zhaofeng Liu
,
Chen Huang
,
Jiashuai Zhang
,
Tong Zhang
,
Yifan Zhang
, Wenqiang Lei
How to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond
ACL 2025 ·
Chen Huang
,
Yang Deng
, Wenqiang Lei,
Jiancheng Lv
,
Tat-Seng Chua
,
Jimmy Huang
LEGEND: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets
AAAI 2025 ·
Duanyu Feng
,
Bowen Qin
,
Chen Huang
,
Youcheng Huang
,
Zheng Zhang
, Wenqiang Lei
SCOP: Evaluating the Comprehension Process of Large Language Models from a Cognitive View
ACL 2025 ·
Yongjie Xiao
,
Hongru Liang
,
Peixin Qin
,
Yao Zhang
, Wenqiang Lei
ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation
ACL 2024 ·
Chen Huang
,
Yiping Jin
,
Ilija Ilievski
, Wenqiang Lei,
Jiancheng Lv
Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations
EMNLP 2024 ·
Peixin Qin
,
Chen Huang
,
Yang Deng
, Wenqiang Lei,
Tat-Seng Chua
CARE: A Clue-guided Assistant for CSRs to Read User Manuals
ACL 2024 ·
Weihong Du
,
Jia Liu
,
Zujie Wen
,
Dingnan Jin
,
Hongru Liang
, Wenqiang Lei
CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models
ACL 2024 ·
Tong Zhang
,
Peixin Qin
,
Yang Deng
,
Chen Huang
, Wenqiang Lei,
Junhong Liu
,
Dingnan Jin
,
Hongru Liang
,
Tat-Seng Chua
Cross-Space Adaptive Filter: Integrating Graph Topology and Node Attributes for Alleviating the Over-smoothing Problem
WWW 2024 ·
Chen Huang
,
Haoyang Li
,
Yifan Zhang
, Wenqiang Lei,
Jiancheng Lv
Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models' Understanding of Discourse Relations
ACL 2024 ·
Yisong Miao
,
Hongfu Liu
, Wenqiang Lei,
Nancy F. Chen
,
Min-Yen Kan
PAGED: A Benchmark for Procedural Graphs Extraction from Documents
ACL 2024 ·
Weihong Du
,
Wenrui Liao
,
Hongru Liang
, Wenqiang Lei
STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents
ACL 2024 ·
Yue Chen
,
Chen Huang
,
Yang Deng
, Wenqiang Lei,
Dingnan Jin
,
Jia Liu
,
Tat-Seng Chua
Selective Annotation via Data Allocation: These Data Should Be Triaged to Experts for Annotation Rather Than the Model
EMNLP 2024 ·
Chen Huang
,
Yang Deng
, Wenqiang Lei,
Jiancheng Lv
,
Ido Dagan
Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation
EMNLP 2024 ·
Tong Zhang
,
Chen Huang
,
Yang Deng
,
Hongru Liang
,
Jia Liu
,
Zujie Wen
, Wenqiang Lei,
Tat-Seng Chua
Towards Equipping Transformer with the Ability of Systematic Compositionality
AAAI 2024 ·
Chen Huang
,
Peixin Qin
, Wenqiang Lei,
Jiancheng Lv