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Chen Huang

Sichuan University, College of Computer Science, Engineering Research Center of Machine Learning and Industry Intelligence, Chengdu, China

24 papers at tracked venues · 19 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3542-7085 ↗Homepage ↗

Venues

ACL ×14EMNLP ×4AAAI ×2FSE ×1NAACL ×1NeurIPS ×1WWW ×1

Frequent coauthors

Wenqiang Lei
×20
Yang Deng
×7
Jiancheng Lv
×7
Tat-Seng Chua
×5
See-Kiong Ng
×4
Yifan Zhang
×4
Tong Zhang
×4
Peixin Qin
×3
Kevin Leach
×2
Yu Huang
×2
Yikuan Hu
×2
Xinwei Yang
×2

Papers

  1. 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
  2. E2EDev: Benchmarking Large Language Models in End-to-End Software Development Task
    ACL 2026 ·
    Jingyao Liu
    , Chen Huang,
    Zhizhao Guan
    ,
    Wenqiang Lei
    ,
    Yang Deng
  3. EyeMulator: Improving Code Language Models by Mimicking Human Visual Attention
    ACL 2026 ·
    Yifan Zhang
    , Chen Huang,
    Yueke Zhang
    ,
    Jiahao Zhang
    ,
    Toby Jia-Jun Li
    ,
    Collin McMillan
    ,
    Kevin Leach
    ,
    Yu Huang
  4. 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
  5. 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
  6. Towards Proactive Information Probing: Customer Service Chatbots Harvesting Value from Conversation
    ACL 2026 · Chen Huang,
    Zitan Jiang
    ,
    Changyi Zou
    ,
    Wenqiang Lei
    ,
    See-Kiong Ng
  7. ASTRO: Automatic Strategy Optimization For Non-Cooperative Dialogues
    ACL 2025 ·
    Yikuan Hu
    , Chen Huang,
    Wenqiang Lei
  8. 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
  9. CANDY: Benchmarking LLMs' Limitations and Assistive Potential in Chinese Misinformation Fact-Checking
    EMNLP 2025 ·
    Ruiling Guo
    ,
    Xinwei Yang
    , Chen Huang,
    Tong Zhang
    ,
    Yong Hu
  10. Can Large Language Models Understand Internet Buzzwords Through User-Generated Content
    ACL 2025 · Chen Huang,
    Junkai Luo
    ,
    Xinzuo Wang
    ,
    Wenqiang Lei
    ,
    Jiancheng Lv
  11. 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
  12. 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
  13. Enhancing Code LLM Training with Programmer Attention
    FSE 2025 ·
    Yifan Zhang
    , Chen Huang,
    Zachary Karas
    ,
    Dung Thuy Nguyen
    ,
    Kevin Leach
    ,
    Yu Huang
  14. 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
  15. 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
  16. ReMindRAG: Low-Cost LLM-Guided Knowledge Graph Traversal for Efficient RAG
    NeurIPS 2025 ·
    Yikuan Hu
    ,
    Jifeng Zhu
    ,
    Lanrui Tang
    , Chen Huang
  17. ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation
    ACL 2024 · Chen Huang,
    Yiping Jin
    ,
    Ilija Ilievski
    ,
    Wenqiang Lei
    ,
    Jiancheng Lv
  18. Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations
    EMNLP 2024 ·
    Peixin Qin
    , Chen Huang,
    Yang Deng
    ,
    Wenqiang Lei
    ,
    Tat-Seng Chua
  19. 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
  20. 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
  21. 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
  22. 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
  23. 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
  24. Towards Equipping Transformer with the Ability of Systematic Compositionality
    AAAI 2024 · Chen Huang,
    Peixin Qin
    ,
    Wenqiang Lei
    ,
    Jiancheng Lv