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Jen-Tse (Jay) Huang 黃任澤
My first name sounds like: Yen-Zuh
Email: jhuan236@jh.edu
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Towards Evaluating Proactive Risk Awareness of Multimodal Language Models
Youliang Yuan, Wenxiang Jiao, Yuejin Xie, Chihao Shen, Menghan Tian, Wenxuan Wang, Jen-tse Huang, Pinjia He
NeurIPS, 2025
| arXiv | dataset | poster | video |
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CodeCrash: Exposing LLM Fragility to Misleading Natural Language in Code Reasoning
Man Ho Lam, Chaozheng Wang , Jen-tse Huang, Michael R. Lyu
NeurIPS, 2025
| arXiv | code | homepage | dataset | poster | slides | video |
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AI Deception: Risks, Dynamics, and Controls
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, Wei Ji, Dong Li, Jun Song, Yinpeng Dong, Jie Fu, Bo Zheng, Min Yang, Yike Guo, Philip Torr, Zhongyuan Wang, Yaodong Yang , Tiejun Huang , Ya-Qin Zhang , Hongjiang Zhang , Andrew Yao
Preprint, 2025
| arXiv | code | homepage |
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Deep Research: A Systematic Survey
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
Preprint, 2025
| arXiv | code | homepage |
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Bias in Large AI Models for Medicine and Healthcare: Survey and Challenges
Ying Xiao, Zhenpeng Chen , Jen-tse Huang, Wenting Chen, Yepang Liu, Kezhi Li, Mohammad Reza Mousavi, Richard Dobson, Jie M. Zhang
Preprint, 2025
| Preprints.org |
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Learning to Ask: When LLM Agents Meet Unclear Instruction
Wenxuan Wang, Juluan Shi , Zixuan Ling , Yuk-Kit Chan , Chaozheng Wang, Cheryl Lee, Youliang Yuan, Jen-tse Huang , Wenxiang Jiao , Michael R. Lyu
EMNLP Main, 2025
| arXiv | code | poster | video |
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ComboBench: Can LLMs Manipulate Physical Devices to Play Virtual Reality Games?
Shuqing Li, Jiayi Yan , Chenyu Niu , Jen-tse Huang, Yun Peng, Wenxuan Wang , Yepang Liu, Michael R Lyu
Preprint, 2025
| arXiv | homepage |
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Curing Miracle Steps in LLM Mathematical Reasoning with Rubric Rewards
Youliang Yuan, Qiuyang Mang, Jingbang Chen, Hong Wan, Xiaoyuan Liu, Junjielong Xu, Jen-tse Huang, Wenxuan Wang, Wenxiang Jiao, Pinjia He
Preprint, 2025
| arXiv | code |
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Social Welfare Function Leaderboard: When LLM Agents Allocate Social Welfare
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
Preprint, 2025
| arXiv | code |
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The Hunger Game Debate: On the Emergence of Over-Competition in Multi-Agent Systems
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
Preprint, 2025
| arXiv | code |
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The PIMMUR Principles: Ensuring Validity in Collective Behavior of LLM Societies
Jiaxu Zhou , Jen-tse Huang , Xuhui Zhou, Man Ho Lam, Xintao Wang, Hao Zhu, Wenxuan Wang , Maarten Sap
Preprint, 2025
| arXiv |
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FairGamer: Evaluating Biases in the Application of Large Language Models to Video Games
Bingkang Shi, Jen-tse Huang, Guoyi Li, Xiaodan Zhang , Zhongjiang Yao
Preprint, 2025
| arXiv | code |
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Diversity-Enhanced Reasoning for Subjective Questions
Yumeng Wang , Zhiyuan Fan , Jiayu Liu , Jen-tse Huang, Yi R. Fung
Preprint, 2025
| arXiv | code |
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CoSER: Coordinating LLM-Based Persona Simulation of Established Roles
Xintao Wang, Heng Wang, Yifei Zhang, Xinfeng Yuan, Rui Xu, Jen-tse Huang, Siyu Yuan, Haoran Guo, Jiangjie Chen, Shuchang Zhou, Wei Wang, Yanghua Xiao
ICML, 2025
| arXiv | code | homepage | dataset | model | poster | slides | video |
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JARVIS or Ultron? A Survey on the Safety and Security Threats of Computer-Using Agents
Ada Chen , Yongjiang Wu , Junyuan Zhang , Jingyu Xiao, Shu Yang, Jen-tse Huang, Kun Wang, Wenxuan Wang , Shuai Wang
Preprint, 2025
| arXiv |
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Language Models Do Not Have Human-Like Working Memory
Jen-tse Huang , Kaiser Sun, Wenxuan Wang, Mark Dredze
Preprint, 2025
| arXiv | code |
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SOTOPIA-S4: A User-Friendly System for Flexible, Customizable, and Large-Scale Social Simulation
Xuhui Zhou , Zhe Su , Sophie Feng, Jiaxu Zhou, Jen-tse Huang, Hsien-Te Kao, Spencer Lynch, Svitlana Volkova, Tongshuang Wu, Anita Woolley, Hao Zhu, Maarten Sap
NAACL Demo, 2025
| arXiv | code | demo |
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Competing Large Language Models in Multi-Agent Gaming Environments
Jen-tse Huang, Eric John Li, Man Ho Lam, Tian Liang, Wenxuan Wang , Youliang Yuan, Wenxiang Jiao , Xing Wang, Zhaopeng Tu, Michael R. Lyu
ICLR, 2025
| arXiv | code | poster | slides | video |
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A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
Kun Wang , Guibin Zhang , Zhenhong Zhou , Jiahao Wu , Miao Yu, Shiqian Zhao, Chenlong Yin, Jinhu Fu, Yibo Yan, Hanjun Luo, Liang Lin, Zhihao Xu, Haolang Lu, Xinye Cao, Xinyun Zhou, Weifei Jin, Fanci Meng, Shicheng Xu, Junyuan Mao, Yu Wang, Hao Wu, Minghe Wang, Fan Zhang, Junfeng Fang, Wenjie Qu, Yue Liu, Chengwei Liu, Yifan Zhang, Qiankun Li, Chongye Guo, Yalan Qin, Zhaoxin Fan, Kai Wang, Yi Ding, Donghai Hong, Jiaming Ji, Yingxin Lai, Zitong Yu, Xinfeng Li, Yifan Jiang, Yanhui Li, Xinyu Deng, Junlin Wu, Dongxia Wang, Yihao Huang, Yufei Guo, Jen-tse Huang, Qiufeng Wang, Xiaolong Jin, Wenxuan Wang, Dongrui Liu, Yanwei Yue, Wenke Huang, Guancheng Wan, Heng Chang, Tianlin Li, Yi Yu, Chenghao Li, Jiawei Li, Lei Bai, Jie Zhang, Qing Guo, Jingyi Wang, Tianlong Chen, Joey Tianyi Zhou, Xiaojun Jia, Weisong Sun, Cong Wu, Jing Chen, Xuming Hu, Yiming Li, Xiao Wang, Ningyu Zhang, Luu Anh Tuan, Guowen Xu, Jiaheng Zhang, Tianwei Zhang, Xingjun Ma, Jindong Gu, Liang Pang, Xiang Wang, Bo An, Jun Sun, Mohit Bansal, Shirui Pan, Lingjuan Lyu, Yuval Elovici, Bhavya Kailkhura, Yaodong Yang, Hongwei Li, Wenyuan Xu, Yizhou Sun, Wei Wang, Qing Li, Ke Tang, Yu-Gang Jiang, Felix Juefei-Xu, Hui Xiong, Xiaofeng Wang, Dacheng Tao, Philip S. Yu, Qingsong Wen, Yang Liu
Preprint, 2025
| arXiv |
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BiasInspector: Detecting Bias in Structured Data through LLM Agents
Haoxuan Li, Mingyu Derek Ma, Jen-tse Huang, Zhaotian Weng, Wei Wang, Jieyu Zhao
Preprint, 2025
| arXiv | code |
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Can LLMs Grasp Implicit Cultural Values? Benchmarking LLMs' Metacognitive Cultural Intelligence with CQ-Bench
Ziyi Liu, Priyanka Dey, Zhenyu Zhao, Jen-tse Huang, Rahul Gupta, Yang Liu, Jieyu Zhao
Preprint, 2025
| arXiv | code |
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Will Pre-Training Ever End? A First Step Toward Next-Generation Foundation MLLMs via Self-Improving Systematic Cognition
Xiaoying Zhang , Da Peng, Yipeng Zhang, Zonghao Guo , Chengyue Wu, Jen-tse Huang, Chi Chen, Wei Ke, Helen Meng , Maosong Sun
Preprint, 2025
| arXiv | code |
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Human Cognitive Benchmarks Reveal Foundational Visual Gaps in MLLMs
Jen-tse Huang, Dasen Dai, Jen-Yuan Huang, Youliang Yuan, Xiaoyuan Liu, Wenxuan Wang , Wenxiang Jiao, Pinjia He, Zhaopeng Tu, Haodong Duan
Preprint, 2025
| arXiv | code |
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FairCoder: Evaluating Social Bias of LLMs in Code Generation
Yongkang Du, Jen-tse Huang, Jieyu Zhao, Lu Lin
Preprint, 2025
| arXiv | code |
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InstantIR: Blind Image Restoration with Instant Generative Reference
Jen-yuan Huang, Haofan Wang, Qixun Wang, Xu Bai, Hao Ai, Peng Xing, Jen-tse Huang
Preprint, 2024
| arXiv | code | demo |
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InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews
Xintao Wang, Yunze Xiao, Jen-tse Huang, Siyu Yuan, Rui Xu, Haoran Guo, Quan Tu, Yaying Fei, Ziang Leng, Wei Wang, Jiangjie Chen, Cheng Li, Yanghua Xiao
ACL Main, 2024
| arXiv | code | homepage | poster | video |
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How Well Can LLMs Echo Us? Evaluating AI Chatbots' Role-Play Ability with ECHO
Man Tik Ng , Hui Tung Tse , Jen-tse Huang , Jingjing Li, Wenxuan Wang, Michael R. Lyu
Preprint, 2024
| arXiv | code |
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The Earth is Flat? Unveiling Factual Errors in Large Language Models
Wenxuan Wang , Juluan Shi , Zhaopeng Tu, Youliang Yuan, Jen-tse Huang, Wenxiang Jiao, Michael R. Lyu
Preprint, 2024
| arXiv |
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Leveraging Word Guessing Games to Assess the Intelligence of Large Language Models
Tian Liang, Zhiwei He, Jen-tse Huang, Wenxuan Wang, Wenxiang Jiao , Rui Wang, Yujiu Yang , Zhaopeng Tu, Shuming Shi, Xing Wang
Preprint, 2023
| arXiv | code |
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Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine
Wenxiang Jiao , Wenxuan Wang, Jen-tse Huang, Xing Wang, Shuming Shi, Zhaopeng Tu
Preprint, 2023
| arXiv | code |
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