PPaperPicks

Wenxuan Wang

Chinese University of Hong Kong, Department of Computer Science and Engineering, Hong Kong

55 papers at tracked venues · 47 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-9803-8204 ↗Homepage ↗

Venues

ACL ×25EMNLP ×8NeurIPS ×6AAAI ×3ASE ×3ICLR ×3ACM MM ×2CVPR ×1FSE ×1ICML ×1S&P ×1SIGKDD ×1

Frequent coauthors

Jen-tse Huang
×24
Michael R. Lyu
×19
Youliang Yuan
×17
Wenxiang Jiao
×14
Zhaopeng Tu
×14
Qin Jin
×10
Pinjia He
×9
Wenting Chen
×7
Zihao Yue
×5
Xiaoyuan Liu
×5
Yuxuan Wan
×5
Jianzhe Ma
×4

Papers

  1. A Survey of Deep Learning for Geometry Problem Solving
    ACL 2026 ·
    Jianzhe Ma
    , Wenxuan Wang,
    Qin Jin
  2. A Survey of Large Models in Sports
    ACL 2026 ·
    Yichen Xu
    ,
    Jianzhe Ma
    ,
    Chuhan Wang
    ,
    Zhonghao Cao
    ,
    Liangyu Chen
    , Wenxuan Wang,
    Qin Jin
  3. AutoMonitor-Bench: Evaluating the Reliability of LLM-Based Misbehavior Monitor
    ACL 2026 ·
    Shu Yang
    ,
    Jingyu Hu
    ,
    Tong Li
    ,
    Hanqi Yan
    , Wenxuan Wang,
    Di Wang
  4. Beyond the Leaderboard: Rethinking Medical Benchmarks for Large Language Models
    ACL 2026 · Wenxuan Wang,
    Zizhan Ma
    ,
    Guo Yu
    ,
    Yiu-Fai Cheung
    ,
    Meidan Ding
    ,
    Jie Liu
    ,
    Wenting Chen
    ,
    Linlin Shen
  5. ChartEditor: A Reinforcement Learning Framework for Robust Chart Editing
    AAAI 2026 ·
    Liangyu Chen
    ,
    Yichen Xu
    ,
    Jianzhe Ma
    ,
    Yuqi Liu
    ,
    Donglu Yang
    ,
    Liang Zhang
    ,
    Zihao Yue
    , Wenxuan Wang,
    Qin Jin
  6. Curing Miracle Steps in LLM Mathematical Reasoning with Rubric Rewards
    ACL 2026 ·
    Youliang Yuan
    ,
    Qiuyang Mang
    ,
    Jingbang Chen
    ,
    Hong Wan
    ,
    Xiaoyuan Liu
    ,
    Junjielong Xu
    ,
    Jen-tse Huang
    , Wenxuan Wang,
    Wenxiang Jiao
    ,
    Pinjia He
  7. Exploring Attention Attractors in Large Language Models
    ACL 2026 ·
    Ziheng Wang
    ,
    Zihao Yue
    , Wenxuan Wang,
    Qin Jin
  8. Identifying the Achilles' Heel: An Iterative Method for Uncovering Factual Errors in Large Language Models
    ACL 2026 · Wenxuan Wang,
    Yuk-Kit Chan
    ,
    Zixuan Ling
    ,
    Juluan Shi
    ,
    Youliang Yuan
    ,
    Jen-tse Huang
    ,
    Yifei Zhang
    ,
    Wenxiang Jiao
    ,
    Zhaopeng Tu
    ,
    Michael R. Lyu
  9. Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification
    ACL 2026 ·
    Yuxuan Wan
    ,
    Tianqing Fang
    ,
    Zaitang LI
    ,
    Yintong Huo
    , Wenxuan Wang,
    Haitao Mi
    ,
    Dong Yu
    ,
    Michael R. Lyu
  10. JARVIS or Ultron? A Survey on the Safety and Security Threats of Computer-Using Agents
    ACL 2026 ·
    Ada Chen
    ,
    Yongjiang Wu
    ,
    Junyuan Zhang
    ,
    Jingyu Xiao
    ,
    Shu Yang
    ,
    Jen-tse Huang
    ,
    Kun Wang
    , Wenxuan Wang,
    Shuai Wang
  11. LongMP-Bench: A Benchmark for Multimodal Persona Understanding in Long-Term Dialogues
    ACL 2026 ·
    Zhuoqun Li
    ,
    Zhaopei Huang
    , Wenxuan Wang,
    Qin Jin
  12. MedEinst: Benchmarking the Einstellung Effect in Medical LLMs through Counterfactual Differential Diagnosis
    ACL 2026 ·
    Wenting Chen
    ,
    Guolin Huang
    , Wenxuan Wang,
    Zhongrui Zhu
  13. Mem-PAL: Towards Memory-based Personalized Dialogue Assistants for Long-term User-Agent Interaction
    AAAI 2026 ·
    Zhaopei Huang
    ,
    Qifeng Dai
    ,
    Guozheng Wu
    ,
    Xiaopeng Wu
    ,
    Xubin Li
    ,
    Tiezheng Ge
    , Wenxuan Wang,
    Qin Jin
  14. POLYCHARTQA: Benchmarking Large Vision-Language Models with Multilingual Chart Question Answering
    ACL 2026 ·
    Yichen Xu
    ,
    Liangyu Chen
    ,
    Liang Zhang
    ,
    Zihao Yue
    ,
    Jianzhe Ma
    , Wenxuan Wang,
    Qin Jin
  15. Probing Multimodal Large Language Models on Cognitive Biases in Chinese Short-Video Misinformation
    ACL 2026 ·
    Jen-tse Huang
    ,
    Chang Chen
    ,
    Shiyang Lai
    , Wenxuan Wang,
    Michelle R. Kaufman
    ,
    Mark Dredze
  16. Probing Semantic Insensitivity for Inference-Time Backdoor Defense in Multimodal Large Language Model
    AAAI 2026 ·
    Xuankun Rong
    ,
    Wenke Huang
    ,
    Wenzheng Jiang
    ,
    Yiming Li
    , Wenxuan Wang,
    Mang Ye
  17. Social Welfare Function Leaderboard: On the Emergence of LLM Agents as the Welfare Dictator
    ACL 2026 ·
    Zhengliang Shi
    ,
    Ruotian Ma
    ,
    Jen-tse Huang
    ,
    Xinbei Ma
    ,
    Xingyu Chen
    ,
    Mengru Wang
    ,
    Qu Yang
    ,
    Yue Wang
    ,
    Fanghua Ye
    ,
    Ziyang Chen
    ,
    Shanyi Wang
    ,
    Cixing Li
    , Wenxuan Wang,
    Zhaopeng Tu
    ,
    Xiaolong Li
    ,
    Zhaochun Ren
    ,
    Liefeng Bo
  18. Sok: Evaluating Jailbreak Guardrails for Large Language Models
    S&P 2026 ·
    Xunguang Wang
    ,
    Zhenlan Ji
    , Wenxuan Wang,
    Zongjie Li
    ,
    Daoyuan Wu
    ,
    Shuai Wang
  19. A Survey of LLM-based Agents in Medicine: How far are we from Baymax?
    ACL 2025 · Wenxuan Wang,
    Zizhan Ma
    ,
    Zheng Wang
    ,
    Chenghan Wu
    ,
    Jiaming Ji
    ,
    Wenting Chen
    ,
    Xiang Li
    ,
    Yixuan Yuan
  20. AI Sees Your Location - But With A Bias Toward The Wealthy World
    EMNLP 2025 ·
    Jingyuan Huang
    ,
    Jen-tse Huang
    ,
    Ziyi Liu
    ,
    Xiaoyuan Liu
    , Wenxuan Wang,
    Jieyu Zhao
  21. Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models
    ACL 2025 ·
    Jie Liu
    , Wenxuan Wang,
    Yihang Su
    ,
    Jingyuan Huang
    ,
    Yudi Zhang
    ,
    Cheng-Yi Li
    ,
    Wenting Chen
    ,
    Xiaohan Xing
    ,
    Kao-Jung Chang
    ,
    Linlin Shen
    ,
    Michael R. Lyu
  22. Can't See the Forest for the Trees: Benchmarking Multimodal Safety Awareness for Multimodal LLMs
    ACL 2025 · Wenxuan Wang,
    Xiaoyuan Liu
    ,
    Kuiyi Gao
    ,
    Jen-tse Huang
    ,
    Youliang Yuan
    ,
    Pinjia He
    ,
    Shuai Wang
    ,
    Zhaopeng Tu
  23. Chain-of-Jailbreak Attack for Image Generation Models via Step by Step Editing
    ACL 2025 · Wenxuan Wang,
    Kuiyi Gao
    ,
    Youliang Yuan
    ,
    Jen-tse Huang
    ,
    Qiuzhi Liu
    ,
    Shuai Wang
    ,
    Wenxiang Jiao
    ,
    Zhaopeng Tu
  24. ChartM3: Benchmarking Chart Editing with Multimodal Instructions
    ACM MM 2025 ·
    Donglu Yang
    ,
    Liang Zhang
    ,
    Zihao Yue
    ,
    Liangyu Chen
    ,
    Yichen Xu
    , Wenxuan Wang,
    Qin Jin
  25. Competing Large Language Models in Multi-Agent Gaming Environments
    ICLR 2025 ·
    Jen-tse Huang
    ,
    Eric John Li
    ,
    Man Ho Lam
    ,
    Tian Liang
    , Wenxuan Wang,
    Youliang Yuan
    ,
    Wenxiang Jiao
    ,
    Xing Wang
    ,
    Zhaopeng Tu
    ,
    Michael R. Lyu
  26. Divide-and-Conquer: Generating UI Code from Screenshots
    FSE 2025 ·
    Yuxuan Wan
    ,
    Chaozheng Wang
    ,
    Yi Dong
    , Wenxuan Wang,
    Shuqing Li
    ,
    Yintong Huo
    ,
    Michael R. Lyu
  27. EAGLE: Expert-Guided Self-Enhancement for Preference Alignment in Pathology Large Vision-Language Model
    ACL 2025 ·
    Meidan Ding
    ,
    Jipeng Zhang
    , Wenxuan Wang,
    Haiqin Zhong
    ,
    Xiaoqin Wang
    ,
    Xinheng Lyu
    ,
    Wenting Chen
    ,
    Linlin Shen
  28. Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMs
    ACL 2025 ·
    Xiaoyuan Liu
    , Wenxuan Wang,
    Youliang Yuan
    ,
    Jen-tse Huang
    ,
    Qiuzhi Liu
    ,
    Pinjia He
    ,
    Zhaopeng Tu
  29. IntentionESC: An Intention-Centered Framework for Enhancing Emotional Support in Dialogue Systems
    ACL 2025 ·
    Xinjie Zhang
    , Wenxuan Wang,
    Qin Jin
  30. Interaction2Code: Benchmarking MLLM-based Interactive Webpage Code Generation from Interactive Prototyping
    ASE 2025 ·
    Jingyu Xiao
    ,
    Yuxuan Wan
    ,
    Yintong Huo
    ,
    Zixin Wang
    ,
    Xinyi Xu
    , Wenxuan Wang,
    Zhiyao Xu
    ,
    Yuhang Wang
    ,
    Michael R. Lyu
  31. Knowledge-to-Jailbreak: Investigating Knowledge-driven Jailbreaking Attacks for Large Language Models
    SIGKDD 2025 ·
    Shangqing Tu
    ,
    Zhuoran Pan
    , Wenxuan Wang,
    Zhexin Zhang
    ,
    Yuliang Sun
    ,
    Jifan Yu
    ,
    Hongning Wang
    ,
    Lei Hou
    ,
    Juanzi Li
  32. Learning to Ask: When LLM Agents Meet Unclear Instruction
    EMNLP 2025 · Wenxuan Wang,
    Juluan Shi
    ,
    Zixuan Ling
    ,
    Yuk-Kit Chan
    ,
    Chaozheng Wang
    ,
    Cheryl Lee
    ,
    Youliang Yuan
    ,
    Jen-tse Huang
    ,
    Wenxiang Jiao
    ,
    Michael R. Lyu
  33. MedChain: Bridging the Gap Between LLM Agents and Clinical Practice with Interactive Sequence
    NeurIPS 2025 ·
    Jie Liu
    , Wenxuan Wang,
    Zizhan Ma
    ,
    Guolin Huang
    ,
    Yihang Su
    ,
    Kao-Jung Chang
    ,
    Haoliang Li
    ,
    Linlin Shen
    ,
    Michael R. Lyu
    ,
    Wenting Chen
  34. Metamorphic Testing for Audio Content Moderation Software
    ASE 2025 · Wenxuan Wang,
    Yongjiang Wu
    ,
    Junyuan Zhang
    ,
    Shuqing Li
    ,
    Yun Peng
    ,
    Wenting Chen
    ,
    Shuai Wang
    ,
    Michael R. Lyu
  35. On the Resilience of LLM-Based Multi-Agent Collaboration with Faulty Agents
    ICML 2025 ·
    Jen-tse Huang
    ,
    Jiaxu Zhou
    ,
    Tailin Jin
    ,
    Xuhui Zhou
    ,
    Zixi Chen
    , Wenxuan Wang,
    Youliang Yuan
    ,
    Michael R. Lyu
    ,
    Maarten Sap
  36. QueryAttack: Jailbreaking Aligned Large Language Models Using Structured Non-natural Query Language
    ACL 2025 ·
    Qingsong Zou
    ,
    Jingyu Xiao
    ,
    Qing Li
    ,
    Zhi Yan
    ,
    Yuhang Wang
    ,
    Li Xu
    , Wenxuan Wang,
    Kuofeng Gao
    ,
    Ruoyu Li
    ,
    Yong Jiang
  37. Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training
    ACL 2025 ·
    Youliang Yuan
    ,
    Wenxiang Jiao
    , Wenxuan Wang,
    Jen-tse Huang
    ,
    Jiahao Xu
    ,
    Tian Liang
    ,
    Pinjia He
    ,
    Zhaopeng Tu
  38. Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding
    NeurIPS 2025 ·
    Ye Wang
    ,
    Ziheng Wang
    ,
    Boshen Xu
    ,
    Yang Du
    ,
    Kejun Lin
    ,
    Zihan Xiao
    ,
    Zihao Yue
    ,
    Jianzhong Ju
    ,
    Liang Zhang
    ,
    Dingyi Yang
    ,
    Xiangnan Fang
    ,
    Zewen He
    ,
    Zhenbo Luo
    , Wenxuan Wang,
    Junqi Lin
    ,
    Jian Luan
    ,
    Qin Jin
  39. ToolSafety: A Comprehensive Dataset for Enhancing Safety in LLM-Based Agent Tool Invocations
    EMNLP 2025 ·
    Yuejin Xie
    ,
    Youliang Yuan
    , Wenxuan Wang,
    Fan Mo
    ,
    Jianmin Guo
    ,
    Pinjia He
  40. Towards Evaluating Proactive Risk Awareness of Multimodal Language Models
    NeurIPS 2025 ·
    Youliang Yuan
    ,
    Wenxiang Jiao
    ,
    Yuejin Xie
    ,
    Chihao Shen
    ,
    Menghan Tian
    , Wenxuan Wang,
    Jen-Tse Huang
    ,
    Pinjia He
  41. Trust, But Verify: A Self-Verification Approach to Reinforcement Learning with Verifiable Rewards
    NeurIPS 2025 ·
    Xiaoyuan Liu
    ,
    Tian Liang
    ,
    Zhiwei He
    ,
    Jiahao Xu
    , Wenxuan Wang,
    Pinjia He
    ,
    Zhaopeng Tu
    ,
    Haitao Mi
    ,
    Dong Yu
  42. Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training
    NeurIPS 2025 ·
    Mengru Wang
    ,
    Xingyu Chen
    ,
    Yue Wang
    ,
    Zhiwei He
    ,
    Jiahao Xu
    ,
    Tian Liang
    ,
    Qiuzhi Liu
    ,
    Yunzhi Yao
    , Wenxuan Wang,
    Ruotian Ma
    ,
    Haitao Mi
    ,
    Ningyu Zhang
    ,
    Zhaopeng Tu
    ,
    Xiaolong Li
    ,
    Dong Yu
  43. VisBias: Measuring Explicit and Implicit Social Biases in Vision Language Models
    EMNLP 2025 ·
    Jen-Tse Huang
    ,
    Jiantong Qin
    ,
    Jianping Zhang
    ,
    Youliang Yuan
    , Wenxuan Wang,
    Jieyu Zhao
  44. VisCRA: A Visual Chain Reasoning Attack for Jailbreaking Multimodal Large Language Models
    EMNLP 2025 ·
    Bingrui Sima
    ,
    Linhua Cong
    , Wenxuan Wang,
    Kun He
  45. Where Fact Ends and Fairness Begins: Redefining AI Bias Evaluation through Cognitive Biases
    EMNLP 2025 ·
    Jen-tse Huang
    ,
    Yuhang Yan
    ,
    Linqi Liu
    ,
    Yixin Wan
    , Wenxuan Wang,
    Kai-Wei Chang
    ,
    Michael R. Lyu
  46. A Systematic Evaluation of Large Code Models in API Suggestion: When, Which, and How
    ASE 2024 ·
    Chaozheng Wang
    ,
    Shuzheng Gao
    ,
    Cuiyun Gao
    , Wenxuan Wang,
    Chun Yong Chong
    ,
    Shan Gao
    ,
    Michael R. Lyu
  47. All Languages Matter: On the Multilingual Safety of LLMs
    ACL 2024 · Wenxuan Wang,
    Zhaopeng Tu
    ,
    Chang Chen
    ,
    Youliang Yuan
    ,
    Jen-tse Huang
    ,
    Wenxiang Jiao
    ,
    Michael R. Lyu
  48. Apathetic or Empathetic? Evaluating LLMs' Emotional Alignments with Humans
    NeurIPS 2024 ·
    Jen-tse Huang
    ,
    Man Ho Lam
    ,
    Eric John Li
    ,
    Shujie Ren
    , Wenxuan Wang,
    Wenxiang Jiao
    ,
    Zhaopeng Tu
    ,
    Michael R. Lyu
  49. Boosting Adversarial Transferability by Block Shuffle and Rotation
    CVPR 2024 ·
    Kunyu Wang
    ,
    Xuanran He
    , Wenxuan Wang,
    Xiaosen Wang
  50. GPT-4 Is Too Smart To Be Safe: Stealthy Chat with LLMs via Cipher
    ICLR 2024 ·
    Youliang Yuan
    ,
    Wenxiang Jiao
    , Wenxuan Wang,
    Jen-tse Huang
    ,
    Pinjia He
    ,
    Shuming Shi
    ,
    Zhaopeng Tu
  51. LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models
    EMNLP 2024 ·
    Yuxuan Wan
    , Wenxuan Wang,
    Yiliu Yang
    ,
    Youliang Yuan
    ,
    Jen-tse Huang
    ,
    Pinjia He
    ,
    Wenxiang Jiao
    ,
    Michael R. Lyu
  52. New Job, New Gender? Measuring the Social Bias in Image Generation Models
    ACM MM 2024 · Wenxuan Wang,
    Haonan Bai
    ,
    Jen-tse Huang
    ,
    Yuxuan Wan
    ,
    Youliang Yuan
    ,
    Haoyi Qiu
    ,
    Nanyun Peng
    ,
    Michael R. Lyu
  53. Not All Countries Celebrate Thanksgiving: On the Cultural Dominance in Large Language Models
    ACL 2024 · Wenxuan Wang,
    Wenxiang Jiao
    ,
    Jingyuan Huang
    ,
    Ruyi Dai
    ,
    Jen-tse Huang
    ,
    Zhaopeng Tu
    ,
    Michael R. Lyu
  54. On the Humanity of Conversational AI: Evaluating the Psychological Portrayal of LLMs
    ICLR 2024 ·
    Jen-tse Huang
    , Wenxuan Wang,
    Eric John Li
    ,
    Man Ho Lam
    ,
    Shujie Ren
    ,
    Youliang Yuan
    ,
    Wenxiang Jiao
    ,
    Zhaopeng Tu
    ,
    Michael R. Lyu
  55. On the Reliability of Psychological Scales on Large Language Models
    EMNLP 2024 ·
    Jen-tse Huang
    ,
    Wenxiang Jiao
    ,
    Man Ho Lam
    ,
    Eric John Li
    , Wenxuan Wang,
    Michael R. Lyu