Wenxuan Wang

146 papers A* 26A 2B 2Journal 97Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
AutoMonitor-Bench: Evaluating the Reliability of LLM-Based Misbehavior Monitor.
CoRR
Shu Yang, Jingyu Hu, Tong Li, Hanqi Yan, Wenxuan Wang, Di Wang
2026 A* conf
ChartEditor: A Reinforcement Learning Framework for Robust Chart Editing.
AAAI
Liangyu Chen, Yichen Xu, Jianzhe Ma, Yuqi Liu, Donglu Yang, Liang Zhang, Zihao Yue, Wenxuan Wang, Qin Jin
2026 J jnl
EfficientPosterGen: Semantic-aware Efficient Poster Generation via Token Compression and Accurate Violation Detection.
CoRR
Wenxin Tang, Jingyu Xiao, Yanpei Gong, Fengyuan Ran, Tongchuan Xia, Junliang Liu, Man Ho Lam, Wenxuan Wang, Michael R. Lyu
2026 J jnl
Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification.
CoRR
Yuxuan Wan, Tianqing Fang, Zaitang Li, Yintong Huo, Wenxuan Wang, Haitao Mi, Dong Yu, Michael R. Lyu
2026 J jnl
MMedExpert-R1: Strengthening Multimodal Medical Reasoning via Domain-Specific Adaptation and Clinical Guideline Reinforcement.
CoRR
Meidan Ding, Jipeng Zhang, Wenxuan Wang, Haiqin Zhong, Xiaoling Luo, Wenting Chen, Linlin Shen
2026 J jnl
MedEinst: Benchmarking the Einstellung Effect in Medical LLMs through Counterfactual Differential Diagnosis.
CoRR
Wenting Chen, Zhongrui Zhu, Guolin Huang, Wenxuan Wang
2026 A* conf
Mem-PAL: Towards Memory-based Personalized Dialogue Assistants for Long-term User-Agent Interaction.
AAAI
Zhaopei Huang, Qifeng Dai, Guozheng Wu, Xiaopeng Wu, Xubin Li, Tiezheng Ge, Wenxuan Wang, Qin Jin
2026 J jnl
Probing Multimodal Large Language Models on Cognitive Biases in Chinese Short-Video Misinformation.
CoRR
Jen-tse Huang, Chang Chen, Shiyang Lai, Wenxuan Wang, Michelle R. Kaufman, Mark Dredze
2025 J jnl
3D Software Synthesis Guided by Constraint-Expressive Intermediate Representation.
CoRR
Shuqing Li, Anson Y. Lam, Yun Peng, Wenxuan Wang, Michael R. Lyu
2025 J jnl
A Survey of Deep Learning for Geometry Problem Solving.
CoRR
Jianzhe Ma, Wenxuan Wang, Qin Jin
2025 — conf
A Survey of LLM-based Agents in Medicine: How far are we from Baymax?
ACL (Findings)
Wenxuan Wang, Zizhan Ma, Zheng Wang, Chenghan Wu, Jiaming Ji, Wenting Chen, Xiang Li, Yixuan Yuan
2025 J jnl
A Survey of LLM-based Agents in Medicine: How far are we from Baymax?
CoRR
Wenxuan Wang, Zizhan Ma, Zheng Wang, Chenghan Wu, Wenting Chen, Xiang Li, Yixuan Yuan
2025 J jnl
A Survey on the Safety and Security Threats of Computer-Using Agents: JARVIS or Ultron?
CoRR
Ada Chen, Yongjiang Wu, Junyuan Zhang, Jingyu Xiao, Shu Yang, Jen-tse Huang, Kun Wang, Wenxuan Wang, Shuai Wang
2025 J jnl
AI Deception: Risks, Dynamics, and Controls.
CoRR
Boyuan Chen, Sitong Fang, Jiaming Ji, Yanxu Zhu, Pengcheng Wen, Jinzhou Wu, Yingshui Tan, Boren Zheng, Mengying Yuan, Wenqi Chen, Donghai Hong, Alex Qiu, Xin Chen, Jiayi Zhou, Kaile Wang, Juntao Dai, Borong Zhang, Tianzhuo Yang, Saad Siddiqui, Isabella Duan, Yawen Duan, Brian Tse, Jen-tse Huang, Kun Wang, Baihui Zheng, Jiaheng Liu, Jian Yang, Yiming Li, Wenting Chen, Dongrui Liu, Lukas Vierling, Zhiheng Xi, Haobo Fu, Wenxuan Wang, Jitao Sang, Zhengyan Shi, Chi-Min Chan, Eugenie Shi, Simin Li, Juncheng Li, Jian Yang, Wei Ji, Dong Li, Jinglin Yang, Jun Song, Yinpeng Dong, Jie Fu, Bo Zheng, Min Yang, Yike Guo, Philip Torr, Robert Trager, Yi Zeng, Zhongyuan Wang, Yaodong Yang, Tiejun Huang, Ya-Qin Zhang, HongJiang Zhang, Andrew Yao
2025 A* conf
AI Sees Your Location - But With A Bias Toward The Wealthy World.
EMNLP
Jingyuan Huang, Jen-tse Huang, Ziyi Liu, Xiaoyuan Liu, Wenxuan Wang, Jieyu Zhao
2025 — conf
Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models.
ACL (1)
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
2025 J jnl
Beyond the Leaderboard: Rethinking Medical Benchmarks for Large Language Models.
CoRR
Zizhan Ma, Wenxuan Wang, Guo Yu, Yiu-Fai Cheung, Meidan Ding, Jie Liu, Wenting Chen, Linlin Shen
2025 — conf
Can't See the Forest for the Trees: Benchmarking Multimodal Safety Awareness for Multimodal LLMs.
ACL (1)
Wenxuan Wang, Xiaoyuan Liu, Kuiyi Gao, Jen-tse Huang, Youliang Yuan, Pinjia He, Shuai Wang, Zhaopeng Tu
2025 J jnl
Can't See the Forest for the Trees: Benchmarking Multimodal Safety Awareness for Multimodal LLMs.
CoRR
Wenxuan Wang, Xiaoyuan Liu, Kuiyi Gao, Jen-tse Huang, Youliang Yuan, Pinjia He, Shuai Wang, Zhaopeng Tu
2025 — conf
Chain-of-Jailbreak Attack for Image Generation Models via Step by Step Editing.
ACL (Findings)
Wenxuan Wang, Kuiyi Gao, Youliang Yuan, Jen-tse Huang, Qiuzhi Liu, Shuai Wang, Wenxiang Jiao, Zhaopeng Tu
2025 J jnl
ChartEditor: A Reinforcement Learning Framework for Robust Chart Editing.
CoRR
Liangyu Chen, Yichen Xu, Jianzhe Ma, Yuqi Liu, Donglu Yang, Liang Zhang, Wenxuan Wang, Qin Jin
2025 A* conf
ChartM
ACM Multimedia
Donglu Yang, Liang Zhang, Zihao Yue, Liangyu Chen, Yichen Xu, Wenxuan Wang, Qin Jin
2025 J jnl
ChartM
CoRR
Donglu Yang, Liang Zhang, Zihao Yue, Liangyu Chen, Yichen Xu, Wenxuan Wang, Qin Jin
2025 J jnl
ComboBench: Can LLMs Manipulate Physical Devices to Play Virtual Reality Games?
CoRR
Shuqing Li, Jiayi Yan, Chenyu Niu, Jen-tse Huang, Yun Peng, Wenxuan Wang, Yepang Liu, Michael R. Lyu
2025 A* conf
Competing Large Language Models in Multi-Agent Gaming Environments.
ICLR
Jen-tse Huang, Eric John Li, Man Ho Lam, Tian Liang, Wenxuan Wang, Youliang Yuan, Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Michael R. Lyu
2025 J jnl
Curing Miracle Steps in LLM Mathematical Reasoning with Rubric Rewards.
CoRR
Youliang Yuan, Qiuyang Mang, Jingbang Chen, Hong Wan, Xiaoyuan Liu, Junjielong Xu, Jen-tse Huang, Wenxuan Wang, Wenxiang Jiao, Pinjia He
2025 J jnl
DRQA: Dynamic Reasoning Quota Allocation for Controlling Overthinking in Reasoning Large Language Models.
CoRR
Kaiwen Yan, Xuanqing Shi, Hongcheng Guo, Wenxuan Wang, Zhuosheng Zhang, Chengwei Qin
2025 J jnl
Deep Research: A Systematic Survey.
CoRR
Zhengliang Shi, Yiqun Chen, Haitao Li, Weiwei Sun, Shiyu Ni, Yougang Lyu, Run-Ze Fan, Bowen Jin, Yixuan Weng, Minjun Zhu, Qiujie Xie, Xinyu Guo, Qu Yang, Jiayi Wu, Jujia Zhao, Xiaqiang Tang, Xinbei Ma, Cunxiang Wang, Jiaxin Mao, Qingyao Ai, Jen-tse Huang, Wenxuan Wang, Yue Zhang, Yiming Yang, Zhaopeng Tu, Zhaochun Ren
2025 J jnl
DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning.
CoRR
Zhiwei He, Tian Liang, Jiahao Xu, Qiuzhi Liu, Xingyu Chen, Yue Wang, Linfeng Song, Dian Yu, Zhenwen Liang, Wenxuan Wang, Zhuosheng Zhang, Rui Wang, Zhaopeng Tu, Haitao Mi, Dong Yu
2025 J jnl
Digging Into the Internal: Causality-Based Analysis of LLM Function Calling.
CoRR
Zhenlan Ji, Daoyuan Wu, Wenxuan Wang, Pingchuan Ma, Shuai Wang, Lei Ma
2025 J jnl
Divide-and-Conquer: Generating UI Code from Screenshots.
Proc. ACM Softw. Eng.
Yuxuan Wan, Chaozheng Wang, Yi Dong, Wenxuan Wang, Shuqing Li, Yintong Huo, Michael R. Lyu
2025 — conf
EAGLE: Expert-Guided Self-Enhancement for Preference Alignment in Pathology Large Vision-Language Model.
ACL (1)
Meidan Ding, Jipeng Zhang, Wenxuan Wang, Haiqin Zhong, Xiaoqin Wang, Xinheng Lyu, Wenting Chen, Linlin Shen
2025 J jnl
Fact-or-Fair: A Checklist for Behavioral Testing of AI Models on Fairness-Related Queries.
CoRR
Jen-tse Huang, Yuhang Yan, Linqi Liu, Yixin Wan, Wenxuan Wang, Kai-Wei Chang, Michael R. Lyu
2025 J jnl
From Perception to Cognition: A Survey of Vision-Language Interactive Reasoning in Multimodal Large Language Models.
CoRR
Chenyue Zhou, Mingxuan Wang, Yanbiao Ma, Chenxu Wu, Wanyi Chen, Zhe Qian, Xinyu Liu, Yiwei Zhang, Junhao Wang, Hengbo Xu, Fei Luo, Xiaohua Chen, Xiaoshuai Hao, Hehan Li, Andi Zhang, Wenxuan Wang, Lingling Li, Zhiwu Lu, Yang Lu, Yike Guo
2025 J jnl
How Should I Build A Benchmark? Revisiting Code-Related Benchmarks For LLMs.
CoRR
Jialun Cao, Yuk-Kit Chan, Zixuan Ling, Wenxuan Wang, Shuqing Li, Mingwei Liu, Ruixi Qiao, Yuting Han, Chaozheng Wang, Boxi Yu, Pinjia He, Shuai Wang, Zibin Zheng, Michael R. Lyu, Shing-Chi Cheung
2025 J jnl
IP Leakage Attacks Targeting LLM-Based Multi-Agent Systems.
CoRR
Liwen Wang, Wenxuan Wang, Shuai Wang, Zongjie Li, Zhenlan Ji, Zongyi Lyu, Daoyuan Wu, Shing-Chi Cheung
2025 — conf
Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMs.
ACL (1)
Xiaoyuan Liu, Wenxuan Wang, Youliang Yuan, Jen-tse Huang, Qiuzhi Liu, Pinjia He, Zhaopeng Tu
2025 — conf
IntentionESC: An Intention-Centered Framework for Enhancing Emotional Support in Dialogue Systems.
ACL (Findings)
Xinjie Zhang, Wenxuan Wang, Qin Jin
2025 J jnl
IntentionESC: An Intention-Centered Framework for Enhancing Emotional Support in Dialogue Systems.
CoRR
Xinjie Zhang, Wenxuan Wang, Qin Jin
2025 A* conf
Interaction2Code: Benchmarking MLLM-based Interactive Webpage Code Generation from Interactive Prototyping.
ASE
Jingyu Xiao, Yuxuan Wan, Yintong Huo, Zixin Wang, Xinyi Xu, Wenxuan Wang, Zhiyao Xu, Yuhang Wang, Michael R. Lyu
2025 — conf
Knowledge-to-Jailbreak: Investigating Knowledge-driven Jailbreaking Attacks for Large Language Models.
KDD (2)
Shangqing Tu, Zhuoran Pan, Wenxuan Wang, Zhexin Zhang, Yuliang Sun, Jifan Yu, Hongning Wang, Lei Hou, Juanzi Li
2025 A* conf
Learning to Ask: When LLM Agents Meet Unclear Instruction.
EMNLP
Wenxuan Wang, Juluan Shi, Zixuan Ling, Yuk-Kit Chan, Chaozheng Wang, Cheryl Lee, Youliang Yuan, Jen-tse Huang, Wenxiang Jiao, Michael R. Lyu
2025 J jnl
Making Them a Malicious Database: Exploiting Query Code to Jailbreak Aligned Large Language Models.
CoRR
Qingsong Zou, Jingyu Xiao, Qing Li, Zhi Yan, Yuhang Wang, Li Xu, Wenxuan Wang, Kuofeng Gao, Ruoyu Li, Yong Jiang
2025 J jnl
Med-RewardBench: Benchmarking Reward Models and Judges for Medical Multimodal Large Language Models.
CoRR
Meidan Ding, Jipeng Zhang, Wenxuan Wang, Cheng-Yi Li, Wei-Chieh Fang, Hsin-Yu Wu, Haiqin Zhong, Wenting Chen, Linlin Shen
2025 J jnl
Medical Reasoning in the Era of LLMs: A Systematic Review of Enhancement Techniques and Applications.
CoRR
Wenxuan Wang, Zizhan Ma, Meidan Ding, Shiyi Zheng, Shengyuan Liu, Jie Liu, Jiaming Ji, Wenting Chen, Xiang Li, Linlin Shen, Yixuan Yuan
2025 J jnl
Mem-PAL: Towards Memory-based Personalized Dialogue Assistants for Long-term User-Agent Interaction.
CoRR
Zhaopei Huang, Qifeng Dai, Guozheng Wu, Xiaopeng Wu, Kehan Chen, Chuan Yu, Xubin Li, Tiezheng Ge, Wenxuan Wang, Qin Jin
2025 A* conf
Metamorphic Testing for Audio Content Moderation Software.
ASE
Wenxuan Wang, Yongjiang Wu, Junyuan Zhang, Shuqing Li, Yun Peng, Wenting Chen, Shuai Wang, Michael R. Lyu
2025 J jnl
Metamorphic Testing for Audio Content Moderation Software.
CoRR
Wenxuan Wang, Yongjiang Wu, Junyuan Zhang, Shuqing Li, Yun Peng, Wenting Chen, Shuai Wang, Michael R. Lyu
2025 A* conf
On the Resilience of LLM-Based Multi-Agent Collaboration with Faulty Agents.
ICML
Jen-tse Huang, Jiaxu Zhou, Tailin Jin, Xuhui Zhou, Zixi Chen, Wenxuan Wang, Youliang Yuan, Michael R. Lyu, Maarten Sap
2025 J jnl
On the shortcut learning in multilingual neural machine translation.
Neurocomputing
Wenxuan Wang, Wenxiang Jiao, Jen-tse Huang, Zhaopeng Tu, Michael R. Lyu
2025 J jnl
POLYCHARTQA: Benchmarking Large Vision-Language Models with Multilingual Chart Question Answering.
CoRR
Yichen Xu, Liangyu Chen, Liang Zhang, Wenxuan Wang, Qin Jin
2025 — conf
QueryAttack: Jailbreaking Aligned Large Language Models Using Structured Non-natural Query Language.
ACL (Findings)
Qingsong Zou, Jingyu Xiao, Qing Li, Zhi Yan, Yuhang Wang, Li Xu, Wenxuan Wang, Kuofeng Gao, Ruoyu Li, Yong Jiang
2025 J jnl
Reasoning Models Can be Easily Hacked by Fake Reasoning Bias.
CoRR
Qian Wang, Yubo Fan, Zhenheng Tang, Nuo Chen, Wenxuan Wang, Bingsheng He
2025 — conf
Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training.
ACL (1)
Youliang Yuan, Wenxiang Jiao, Wenxuan Wang, Jen-tse Huang, Jiahao Xu, Tian Liang, Pinjia He, Zhaopeng Tu
2025 J jnl
STShield: Single-Token Sentinel for Real-Time Jailbreak Detection in Large Language Models.
CoRR
Xunguang Wang, Wenxuan Wang, Zhenlan Ji, Zongjie Li, Pingchuan Ma, Daoyuan Wu, Shuai Wang
2025 J jnl
SoK: Evaluating Jailbreak Guardrails for Large Language Models.
CoRR
Xunguang Wang, Zhenlan Ji, Wenxuan Wang, Zongjie Li, Daoyuan Wu, Shuai Wang
2025 J jnl
Social Welfare Function Leaderboard: When LLM Agents Allocate Social Welfare.
CoRR
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, Linus
2025 J jnl
Testing and Enhancing Multi-Agent Systems for Robust Code Generation.
CoRR
Zongyi Lyu, Songqiang Chen, Zhenlan Ji, Liwen Wang, Shuai Wang, Daoyuan Wu, Wenxuan Wang, Shing-Chi Cheung
2025 J jnl
The Hunger Game Debate: On the Emergence of Over-Competition in Multi-Agent Systems.
CoRR
Xinbei Ma, Ruotian Ma, Xingyu Chen, Zhengliang Shi, Mengru Wang, Jen-tse Huang, Qu Yang, Wenxuan Wang, Fanghua Ye, Qingxuan Jiang, Mengfei Zhou, Zhuosheng Zhang, Rui Wang, Hai Zhao, Zhaopeng Tu, Xiaolong Li, Linus
2025 J jnl
The PIMMUR Principles: Ensuring Validity in Collective Behavior of LLM Societies.
CoRR
Jiaxu Zhou, Jen-tse Huang, Xuhui Zhou, Man Ho Lam, Xintao Wang, Hao Zhu, Wenxuan Wang, Maarten Sap
2025 J jnl
TimeZero: Temporal Video Grounding with Reasoning-Guided LVLM.
CoRR
Ye Wang, Boshen Xu, Zihao Yue, Zihan Xiao, Ziheng Wang, Liang Zhang, Dingyi Yang, Wenxuan Wang, Qin Jin
2025 A* conf
ToolSafety: A Comprehensive Dataset for Enhancing Safety in LLM-Based Agent Tool Invocations.
EMNLP
Yuejin Xie, Youliang Yuan, Wenxuan Wang, Fan Mo, Jianmin Guo, Pinjia He
2025 J jnl
Towards Evaluating Proactive Risk Awareness of Multimodal Language Models.
CoRR
Youliang Yuan, Wenxiang Jiao, Yuejin Xie, Chihao Shen, Menghan Tian, Wenxuan Wang, Jen-tse Huang, Pinjia He
2025 J jnl
Trust, But Verify: A Self-Verification Approach to Reinforcement Learning with Verifiable Rewards.
CoRR
Xiaoyuan Liu, Tian Liang, Zhiwei He, Jiahao Xu, Wenxuan Wang, Pinjia He, Zhaopeng Tu, Haitao Mi, Dong Yu
2025 J jnl
Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training.
CoRR
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
2025 J jnl
UI-Ins: Enhancing GUI Grounding with Multi-Perspective Instruction-as-Reasoning.
CoRR
Liangyu Chen, Hanzhang Zhou, Chenglin Cai, Jianan Zhang, Panrong Tong, Quyu Kong, Xu Zhang, Chen Liu, Yuqi Liu, Wenxuan Wang, Yue Wang, Qin Jin, Steven Hoi
2025 J jnl
VLMs as GeoGuessr Masters: Exceptional Performance, Hidden Biases, and Privacy Risks.
CoRR
Jingyuan Huang, Jen-tse Huang, Ziyi Liu, Xiaoyuan Liu, Wenxuan Wang, Jieyu Zhao
2025 A* conf
VisBias: Measuring Explicit and Implicit Social Biases in Vision Language Models.
EMNLP
Jen-tse Huang, Jiantong Qin, Jianping Zhang, Youliang Yuan, Wenxuan Wang, Jieyu Zhao
2025 J jnl
VisBias: Measuring Explicit and Implicit Social Biases in Vision Language Models.
CoRR
Jen-tse Huang, Jiantong Qin, Jianping Zhang, Youliang Yuan, Wenxuan Wang, Jieyu Zhao
2025 A* conf
VisCRA: A Visual Chain Reasoning Attack for Jailbreaking Multimodal Large Language Models.
EMNLP
Bingrui Sima, Linhua Cong, Wenxuan Wang, Kun He
2025 J jnl
VisCRA: A Visual Chain Reasoning Attack for Jailbreaking Multimodal Large Language Models.
CoRR
Bingrui Sima, Linhua Cong, Wenxuan Wang, Kun He
2025 J jnl
VisFactor: Benchmarking Fundamental Visual Cognition in Multimodal Large Language Models.
CoRR
Jen-tse Huang, Dasen Dai, Jen-Yuan Huang, Youliang Yuan, Xiaoyuan Liu, Wenxuan Wang, Wenxiang Jiao, Pinjia He, Zhaopeng Tu
2025 — conf
Where Fact Ends and Fairness Begins: Redefining AI Bias Evaluation through Cognitive Biases.
EMNLP (Findings)
Jen-tse Huang, Yuhang Yan, Linqi Liu, Yixin Wan, Wenxuan Wang, Kai-Wei Chang, Michael R. Lyu
2024 J jnl
A & B == B & A: Triggering Logical Reasoning Failures in Large Language Models.
CoRR
Yuxuan Wan, Wenxuan Wang, Yiliu Yang, Youliang Yuan, Jen-tse Huang, Pinjia He, Wenxiang Jiao, Michael R. Lyu
2024 A* conf
A Systematic Evaluation of Large Code Models in API Suggestion: When, Which, and How.
ASE
Chaozheng Wang, Shuzheng Gao, Cuiyun Gao, Wenxuan Wang, Chun Yong Chong, Shan Gao, Michael R. Lyu
2024 J jnl
A Systematic Evaluation of Large Code Models in API Suggestion: When, Which, and How.
CoRR
Chaozheng Wang, Shuzheng Gao, Cuiyun Gao, Wenxuan Wang, Chun Yong Chong, Shan Gao, Michael R. Lyu
2024 — conf
All Languages Matter: On the Multilingual Safety of LLMs.
ACL (Findings)
Wenxuan Wang, Zhaopeng Tu, Chang Chen, Youliang Yuan, Jen-tse Huang, Wenxiang Jiao, Michael R. Lyu
2024 A* conf
Apathetic or Empathetic? Evaluating LLMs' Emotional Alignments with Humans.
NeurIPS
Jen-tse Huang, Man Ho Lam, Eric John Li, Shujie Ren, Wenxuan Wang, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu
2024 J jnl
Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models.
CoRR
Wenxuan Wang, Yihang Su, Jingyuan Huan, Jie Liu, Wenting Chen, Yudi Zhang, Cheng-Yi Li, Kao-Jung Chang, Xiaohan Xin, Linlin Shen, Michael R. Lyu
2024 J jnl
Automatically Generating UI Code from Screenshot: A Divide-and-Conquer-Based Approach.
CoRR
Yuxuan Wan, Chaozheng Wang, Yi Dong, Wenxuan Wang, Shuqing Li, Yintong Huo, Michael R. Lyu
2024 A* conf
Boosting Adversarial Transferability by Block Shuffle and Rotation.
CVPR
Kunyu Wang, Xuanran He, Wenxuan Wang, Xiaosen Wang
2024 J jnl
Chain-of-Jailbreak Attack for Image Generation Models via Editing Step by Step.
CoRR
Wenxuan Wang, Kuiyi Gao, Zihan Jia, Youliang Yuan, Jen-tse Huang, Qiuzhi Liu, Shuai Wang, Wenxiang Jiao, Zhaopeng Tu
2024 — conf
Does ChatGPT Know That It Does Not Know? Evaluating the Black-Box Calibration of ChatGPT.
LREC/COLING
Youliang Yuan, Wenxuan Wang, Qingshuo Guo, Yiming Xiong, Chihao Shen, Pinjia He
2024 J jnl
Exploring Multi-Lingual Bias of Large Code Models in Code Generation.
CoRR
Chaozheng Wang, Zongjie Li, Cuiyun Gao, Wenxuan Wang, Ting Peng, Hailiang Huang, Yuetang Deng, Shuai Wang, Michael R. Lyu
2024 A* conf
GPT-4 Is Too Smart To Be Safe: Stealthy Chat with LLMs via Cipher.
ICLR
Youliang Yuan, Wenxiang Jiao, Wenxuan Wang, Jen-tse Huang, Pinjia He, Shuming Shi, Zhaopeng Tu
2024 J jnl
How Far Are We on the Decision-Making of LLMs? Evaluating LLMs' Gaming Ability in Multi-Agent Environments.
CoRR
Jen-tse Huang, Eric John Li, Man Ho Lam, Tian Liang, Wenxuan Wang, Youliang Yuan, Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Michael R. Lyu
2024 J jnl
How Well Can LLMs Echo Us? Evaluating AI Chatbots' Role-Play Ability with ECHO.
CoRR
Man Tik Ng, Hui Tung Tse, Jen-tse Huang, Jingjing Li, Wenxuan Wang, Michael R. Lyu
2024 J jnl
Insight Over Sight? Exploring the Vision-Knowledge Conflicts in Multimodal LLMs.
CoRR
Xiaoyuan Liu, Wenxuan Wang, Youliang Yuan, Jen-tse Huang, Qiuzhi Liu, Pinjia He, Zhaopeng Tu
2024 J jnl
Knowledge-to-Jailbreak: One Knowledge Point Worth One Attack.
CoRR
Shangqing Tu, Zhuoran Pan, Wenxuan Wang, Zhexin Zhang, Yuliang Sun, Jifan Yu, Hongning Wang, Lei Hou, Juanzi Li
2024 J jnl
Learning to Ask: When LLMs Meet Unclear Instruction.
CoRR
Wenxuan Wang, Juluan Shi, Chaozheng Wang, Cheryl Lee, Youliang Yuan, Jen-tse Huang, Michael R. Lyu
2024 A* conf
LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models.
EMNLP
Yuxuan Wan, Wenxuan Wang, Yiliu Yang, Youliang Yuan, Jen-tse Huang, Pinjia He, Wenxiang Jiao, Michael R. Lyu
2024 J jnl
MRWeb: An Exploration of Generating Multi-Page Resource-Aware Web Code from UI Designs.
CoRR
Yuxuan Wan, Yi Dong, Jingyu Xiao, Yintong Huo, Wenxuan Wang, Michael R. Lyu
2024 J jnl
Medchain: Bridging the Gap Between LLM Agents and Clinical Practice through Interactive Sequential Benchmarking.
CoRR
Jie Liu, Wenxuan Wang, Zizhan Ma, Guolin Huang, Yihang Su, Kao-Jung Chang, Wenting Chen, Haoliang Li, Linlin Shen, Michael R. Lyu
2024 A* conf
New Job, New Gender? Measuring the Social Bias in Image Generation Models.
ACM Multimedia
Wenxuan Wang, Haonan Bai, Jen-tse Huang, Yuxuan Wan, Youliang Yuan, Haoyi Qiu, Nanyun Peng, Michael R. Lyu
2024 J jnl
New Job, New Gender? Measuring the Social Bias in Image Generation Models.
CoRR
Wenxuan Wang, Haonan Bai, Jen-tse Huang, Yuxuan Wan, Youliang Yuan, Haoyi Qiu, Nanyun Peng, Michael R. Lyu
2024 — conf
Not All Countries Celebrate Thanksgiving: On the Cultural Dominance in Large Language Models.
ACL (1)
Wenxuan Wang, Wenxiang Jiao, Jingyuan Huang, Ruyi Dai, Jen-tse Huang, Zhaopeng Tu, Michael R. Lyu
2024 A* conf
On the Humanity of Conversational AI: Evaluating the Psychological Portrayal of LLMs.
ICLR
Jen-tse Huang, Wenxuan Wang, Eric John Li, Man Ho Lam, Shujie Ren, Youliang Yuan, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu
2024 A* conf
On the Reliability of Psychological Scales on Large Language Models.
EMNLP
Jen-tse Huang, Wenxiang Jiao, Man Ho Lam, Eric John Li, Wenxuan Wang, Michael R. Lyu
2024 J jnl
On the Resilience of Multi-Agent Systems with Malicious Agents.
CoRR
Jen-tse Huang, Jiaxu Zhou, Tailin Jin, Xuhui Zhou, Zixi Chen, Wenxuan Wang, Youliang Yuan, Maarten Sap, Michael R. Lyu
2024 J jnl
On the Shortcut Learning in Multilingual Neural Machine Translation.
CoRR
Wenxuan Wang, Wenxiang Jiao, Jen-tse Huang, Zhaopeng Tu, Michael R. Lyu
2024 J jnl
Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training.
CoRR
Youliang Yuan, Wenxiang Jiao, Wenxuan Wang, Jen-tse Huang, Jiahao Xu, Tian Liang, Pinjia He, Zhaopeng Tu
2024 J jnl
Testing and Evaluation of Large Language Models: Correctness, Non-Toxicity, and Fairness.
CoRR
Wenxuan Wang
2024 J jnl
The Earth is Flat? Unveiling Factual Errors in Large Language Models.
CoRR
Wenxuan Wang, Juluan Shi, Zhaopeng Tu, Youliang Yuan, Jen-tse Huang, Wenxiang Jiao, Michael R. Lyu
2024 J jnl
Understanding and Mitigating the Uncertainty in Zero-Shot Translation.
IEEE ACM Trans. Audio Speech Lang. Process.
Wenxuan Wang, Wenxiang Jiao, Shuo Wang, Zhaopeng Tu, Michael R. Lyu
2023 J jnl
All Languages Matter: On the Multilingual Safety of Large Language Models.
CoRR
Wenxuan Wang, Zhaopeng Tu, Chang Chen, Youliang Yuan, Jen-tse Huang, Wenxiang Jiao, Michael R. Lyu
2023 A* conf
An Image is Worth a Thousand Toxic Words: A Metamorphic Testing Framework for Content Moderation Software.
ASE
Wenxuan Wang, Jingyuan Huang, Jen-tse Huang, Chang Chen, Jiazhen Gu, Pinjia He, Michael R. Lyu
2023 J jnl
An Image is Worth a Thousand Toxic Words: A Metamorphic Testing Framework for Content Moderation Software.
CoRR
Wenxuan Wang, Jingyuan Huang, Jen-tse Huang, Chang Chen, Jiazhen Gu, Pinjia He, Michael R. Lyu
2023 — conf
BiasAsker: Measuring the Bias in Conversational AI System.
ESEC/SIGSOFT FSE
Yuxuan Wan, Wenxuan Wang, Pinjia He, Jiazhen Gu, Haonan Bai, Michael R. Lyu
2023 J jnl
BiasAsker: Measuring the Bias in Conversational AI System.
CoRR
Yuxuan Wan, Wenxuan Wang, Pinjia He, Jiazhen Gu, Haonan Bai, Michael R. Lyu
2023 J jnl
Boosting Adversarial Transferability by Block Shuffle and Rotation.
CoRR
Kunyu Wang, Xuanran He, Wenxuan Wang, Xiaosen Wang
2023 J jnl
ChatGPT an ENFJ, Bard an ISTJ: Empirical Study on Personalities of Large Language Models.
CoRR
Jen-tse Huang, Wenxuan Wang, Man Ho Lam, Eric John Li, Wenxiang Jiao, Michael R. Lyu
2023 J jnl
ChatGPT or Grammarly? Evaluating ChatGPT on Grammatical Error Correction Benchmark.
CoRR
Haoran Wu, Wenxuan Wang, Yuxuan Wan, Wenxiang Jiao, Michael R. Lyu
2023 J jnl
Constructing Effective In-Context Demonstration for Code Intelligence Tasks: An Empirical Study.
CoRR
Shuzheng Gao, Xin-Cheng Wen, Cuiyun Gao, Wenxuan Wang, Michael R. Lyu
2023 J jnl
Emotionally Numb or Empathetic? Evaluating How LLMs Feel Using EmotionBench.
CoRR
Jen-tse Huang, Man Ho Lam, Eric John Li, Shujie Ren, Wenxuan Wang, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu
2023 J jnl
GPT-4 Is Too Smart To Be Safe: Stealthy Chat with LLMs via Cipher.
CoRR
Youliang Yuan, Wenxiang Jiao, Wenxuan Wang, Jen-tse Huang, Pinjia He, Shuming Shi, Zhaopeng Tu
2023 A* conf
Generative Type Inference for Python.
ASE
Yun Peng, Chaozheng Wang, Wenxuan Wang, Cuiyun Gao, Michael R. Lyu
2023 J jnl
Generative Type Inference for Python.
CoRR
Yun Peng, Chaozheng Wang, Wenxuan Wang, Cuiyun Gao, Michael R. Lyu
2023 A* conf
Improving the Transferability of Adversarial Samples by Path-Augmented Method.
CVPR
Jianping Zhang, Jen-tse Huang, Wenxuan Wang, Yichen Li, Weibin Wu, Xiaosen Wang, Yuxin Su, Michael R. Lyu
2023 J jnl
Improving the Transferability of Adversarial Samples by Path-Augmented Method.
CoRR
Jianping Zhang, Jen-tse Huang, Wenxuan Wang, Yichen Li, Weibin Wu, Xiaosen Wang, Yuxin Su, Michael R. Lyu
2023 J jnl
Is ChatGPT A Good Translator? A Preliminary Study.
CoRR
Wenxiang Jiao, Wenxuan Wang, Jen-tse Huang, Xing Wang, Zhaopeng Tu
2023 J jnl
Leveraging Word Guessing Games to Assess the Intelligence of Large Language Models.
CoRR
Tian Liang, Zhiwei He, Jen-tse Huang, Wenxuan Wang, Wenxiang Jiao, Rui Wang, Yujiu Yang, Zhaopeng Tu, Shuming Shi, Xing Wang
2023 A* conf
MTTM: Metamorphic Testing for Textual Content Moderation Software.
ICSE
Wenxuan Wang, Jen-tse Huang, Weibin Wu, Jianping Zhang, Yizhan Huang, Shuqing Li, Pinjia He, Michael R. Lyu
2023 J jnl
MTTM: Metamorphic Testing for Textual Content Moderation Software.
CoRR
Wenxuan Wang, Jen-tse Huang, Weibin Wu, Jianping Zhang, Yizhan Huang, Shuqing Li, Pinjia He, Michael R. Lyu
2023 J jnl
Not All Countries Celebrate Thanksgiving: On the Cultural Dominance in Large Language Models.
CoRR
Wenxuan Wang, Wenxiang Jiao, Jingyuan Huang, Ruyi Dai, Jen-tse Huang, Zhaopeng Tu, Michael R. Lyu
2023 J jnl
ParroT: Translating During Chat Using Large Language Models.
CoRR
Wenxiang Jiao, Jen-tse Huang, Wenxuan Wang, Xing Wang, Shuming Shi, Zhaopeng Tu
2023 — conf
ParroT: Translating during Chat using Large Language Models tuned with Human Translation and Feedback.
EMNLP (Findings)
Wenxiang Jiao, Jen-tse Huang, Wenxuan Wang, Zhiwei He, Tian Liang, Xing Wang, Shuming Shi, Zhaopeng Tu
2023 J jnl
Revisiting, Benchmarking and Exploring API Recommendation: How Far Are We?
IEEE Trans. Software Eng.
Yun Peng, Shuqing Li, Wenwei Gu, Yichen Li, Wenxuan Wang, Cuiyun Gao, Michael R. Lyu
2023 A conf
Validating Multimedia Content Moderation Software via Semantic Fusion.
ISSTA
Wenxuan Wang, Jingyuan Huang, Chang Chen, Jiazhen Gu, Jianping Zhang, Weibin Wu, Pinjia He, Michael R. Lyu
2023 J jnl
Validating Multimedia Content Moderation Software via Semantic Fusion.
CoRR
Wenxuan Wang, Jingyuan Huang, Chang Chen, Jiazhen Gu, Jianping Zhang, Weibin Wu, Pinjia He, Michael R. Lyu
2023 A* conf
What Makes Good In-Context Demonstrations for Code Intelligence Tasks with LLMs?
ASE
Shuzheng Gao, Xin-Cheng Wen, Cuiyun Gao, Wenxuan Wang, Hongyu Zhang, Michael R. Lyu
2023 J jnl
Who is ChatGPT? Benchmarking LLMs' Psychological Portrayal Using PsychoBench.
CoRR
Jen-tse Huang, Wenxuan Wang, Eric John Li, Man Ho Lam, Shujie Ren, Youliang Yuan, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu
2022 J jnl
AEON: A Method for Automatic Evaluation of NLP Test Cases.
CoRR
Jen-tse Huang, Jianping Zhang, Wenxuan Wang, Pinjia He, Yuxin Su, Michael R. Lyu
2022 A conf
AEON: a method for automatic evaluation of NLP test cases.
ISSTA
Jen-tse Huang, Jianping Zhang, Wenxuan Wang, Pinjia He, Yuxin Su, Michael R. Lyu
2022 J jnl
Improving Adversarial Transferability via Neuron Attribution-Based Attacks.
CoRR
Jianping Zhang, Weibin Wu, Jen-tse Huang, Yizhan Huang, Wenxuan Wang, Yuxin Su, Michael R. Lyu
2022 A* conf
Improving Adversarial Transferability via Neuron Attribution-based Attacks.
CVPR
Jianping Zhang, Weibin Wu, Jen-tse Huang, Yizhan Huang, Wenxuan Wang, Yuxin Su, Michael R. Lyu
2022 — conf
Tencent's Multilingual Machine Translation System for WMT22 Large-Scale African Languages.
WMT
Wenxiang Jiao, Zhaopeng Tu, Jiarui Li, Wenxuan Wang, Jen-tse Huang, Shuming Shi
2022 J jnl
Tencent's Multilingual Machine Translation System for WMT22 Large-Scale African Languages.
CoRR
Wenxiang Jiao, Zhaopeng Tu, Jiarui Li, Wenxuan Wang, Jen-tse Huang, Shuming Shi
2022 — conf
Understanding and Improving Sequence-to-Sequence Pretraining for Neural Machine Translation.
ACL (1)
Wenxuan Wang, Wenxiang Jiao, Yongchang Hao, Xing Wang, Shuming Shi, Zhaopeng Tu, Michael R. Lyu
2022 J jnl
Understanding and Improving Sequence-to-Sequence Pretraining for Neural Machine Translation.
CoRR
Wenxuan Wang, Wenxiang Jiao, Yongchang Hao, Xing Wang, Shuming Shi, Zhaopeng Tu, Michael R. Lyu
2022 J jnl
Understanding and Mitigating the Uncertainty in Zero-Shot Translation.
CoRR
Wenxuan Wang, Wenxiang Jiao, Shuo Wang, Zhaopeng Tu, Michael R. Lyu
2021 J jnl
Language Models are Good Translators.
CoRR
Shuo Wang, Zhaopeng Tu, Zhixing Tan, Wenxuan Wang, Maosong Sun, Yang Liu
2021 J jnl
Revisiting, Benchmarking and Exploring API Recommendation: How Far Are We?
CoRR
Yun Peng, Shuqing Li, Wenwei Gu, Yichen Li, Wenxuan Wang, Cuiyun Gao, Michael R. Lyu
2020 B conf
Rethinking the Value of Transformer Components.
COLING
Wenxuan Wang, Zhaopeng Tu
2020 J jnl
Rethinking the Value of Transformer Components.
CoRR
Wenxuan Wang, Zhaopeng Tu
2017 B conf
Emotion recognition with multimodal features and temporal models.
ICMI
Shuai Wang, Wenxuan Wang, Jinming Zhao, Shizhe Chen, Qin Jin, Shilei Zhang, Yong Qin
2017 — conf
RUC at MediaEval 2017: Predicting Media Interestingness Task.
MediaEval
Shuai Wang, Shizhe Chen, Jinming Zhao, Wenxuan Wang, Qin Jin