DCEN: A Decoupled Context Enhanced Network For Few-shot Slot Tagging. - Youliang Yuan; Jiaxin Pan 002; Xu Jia; Luchen Liu; Min Peng 002 (IJCNN, 2021)

Multi-intent Attention and Top-k Network with Interactive Framework for Joint Multiple Intent Detection and Slot Filling. - Xu Jia; Jiaxin Pan 002; Youliang Yuan; Min Peng 002 (NLPCC (1), 2021)

All Languages Matter: On the Multilingual Safety of Large Language Models. - Wenxuan Wang 001; Zhaopeng Tu; Chang Chen; Youliang Yuan; Jen-tse Huang 001; Wenxiang Jiao; Michael R. Lyu (CoRR, 2023)

Who is ChatGPT? Benchmarking LLMs' Psychological Portrayal Using PsychoBench. - Jen-tse Huang 001; Wenxuan Wang 001; Eric John Li; Man Ho Lam; Shujie Ren; Youliang Yuan; Wenxiang Jiao; Zhaopeng Tu; Michael R. Lyu (CoRR, 2023)

All Languages Matter: On the Multilingual Safety of LLMs. - Wenxuan Wang 001; Zhaopeng Tu; Chang Chen; Youliang Yuan; Jen-tse Huang 001; Wenxiang Jiao; Michael R. Lyu (ACL (Findings), 2024)

Does ChatGPT Know That It Does Not Know? Evaluating the Black-Box Calibration of ChatGPT. - Youliang Yuan; Wenxuan Wang 001; Qingshuo Guo; Yiming Xiong; Chihao Shen; Pinjia He (LREC/COLING, 2024)

LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models. - Yuxuan Wan; Wenxuan Wang 001; Yiliu Yang; Youliang Yuan; Jen-tse Huang 001; Pinjia He; Wenxiang Jiao; Michael R. Lyu (EMNLP, 2024)

Difficult Task Yes but Simple Task No: Unveiling the Laziness in Multimodal LLMs. - Sihang Zhao; Youliang Yuan; Xiaoying Tang 002; Pinjia He (EMNLP (Findings), 2024)

On the Humanity of Conversational AI: Evaluating the Psychological Portrayal of LLMs. - Jen-tse Huang 001; Wenxuan Wang 001; Eric John Li; Man Ho Lam; Shujie Ren; Youliang Yuan; Wenxiang Jiao; Zhaopeng Tu; Michael R. Lyu (ICLR, 2024)

GPT-4 Is Too Smart To Be Safe: Stealthy Chat with LLMs via Cipher. - Youliang Yuan; Wenxiang Jiao; Wenxuan Wang 001; Jen-tse Huang 001; Pinjia He; Shuming Shi 001; Zhaopeng Tu (ICLR, 2024)

New Job, New Gender? Measuring the Social Bias in Image Generation Models. - Wenxuan Wang 001; Haonan Bai; Jen-tse Huang 001; Yuxuan Wan; Youliang Yuan; Haoyi Qiu; Nanyun Peng 001; Michael R. Lyu (ACM Multimedia, 2024)

A & B == B & A: Triggering Logical Reasoning Failures in Large Language Models. - Yuxuan Wan; Wenxuan Wang 001; Yiliu Yang; Youliang Yuan; Jen-tse Huang 001; Pinjia He; Wenxiang Jiao; Michael R. Lyu (CoRR, 2024)

The Earth is Flat? Unveiling Factual Errors in Large Language Models. - Wenxuan Wang 001; Juluan Shi; Zhaopeng Tu; Youliang Yuan; Jen-tse Huang 001; Wenxiang Jiao; Michael R. Lyu (CoRR, 2024)

How Far Are We on the Decision-Making of LLMs? Evaluating LLMs' Gaming Ability in Multi-Agent Environments. - Jen-tse Huang 001; Eric John Li; Man Ho Lam; Tian Liang; Wenxuan Wang 001; Youliang Yuan; Wenxiang Jiao; Xing Wang 007; Zhaopeng Tu; Michael R. Lyu (CoRR, 2024)

On the Resilience of Multi-Agent Systems with Malicious Agents. - Jen-tse Huang 001; Jiaxu Zhou; Tailin Jin; Xuhui Zhou; Zixi Chen; Wenxuan Wang 001; Youliang Yuan; Maarten Sap; Michael R. Lyu (CoRR, 2024)

Learning to Ask: When LLMs Meet Unclear Instruction. - Wenxuan Wang 001; Juluan Shi; Chaozheng Wang; Cheryl Lee; Youliang Yuan; Jen-tse Huang 001; Michael R. Lyu (CoRR, 2024)

Chain-of-Jailbreak Attack for Image Generation Models via Editing Step by Step. - Wenxuan Wang 001; Kuiyi Gao; Zihan Jia; Youliang Yuan; Jen-tse Huang 001; Qiuzhi Liu; Shuai Wang 011; Wenxiang Jiao; Zhaopeng Tu (CoRR, 2024)

Libra-Leaderboard: Towards Responsible AI through a Balanced Leaderboard of Safety and Capability. - Haonan Li 002; Xudong Han; Zenan Zhai; Honglin Mu; Hao Wang; Zhenxuan Zhang; Yilin Geng; Shom Lin; Renxi Wang; Artem Shelmanov; Xiangyu Qi; Yuxia Wang; et al. (CoRR, 2024)

Chain-of-Jailbreak Attack for Image Generation Models via Step by Step Editing. - Wenxuan Wang 001; Kuiyi Gao; Youliang Yuan; Jen-tse Huang 001; Qiuzhi Liu; Shuai Wang 001; Wenxiang Jiao; Zhaopeng Tu (ACL (Findings), 2025)

Can't See the Forest for the Trees: Benchmarking Multimodal Safety Awareness for Multimodal LLMs. - Wenxuan Wang 001; Xiaoyuan Liu; Kuiyi Gao; Jen-tse Huang 001; Youliang Yuan; Pinjia He; Shuai Wang 011; Zhaopeng Tu (ACL (1), 2025)

Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMs. - Xiaoyuan Liu; Wenxuan Wang 001; Youliang Yuan; Jen-tse Huang 001; Qiuzhi Liu; Pinjia He; Zhaopeng Tu (ACL (1), 2025)

Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training. - Youliang Yuan; Wenxiang Jiao; Wenxuan Wang 001; Jen-tse Huang 001; Jiahao Xu; Tian Liang; Pinjia He; Zhaopeng Tu (ACL (1), 2025)

Competing Large Language Models in Multi-Agent Gaming Environments. - Jen-tse Huang 001; Eric John Li; Man Ho Lam; Tian Liang; Wenxuan Wang 001; Youliang Yuan; Wenxiang Jiao; Xing Wang 007; Zhaopeng Tu; Michael R. Lyu (ICLR, 2025)

VisFactor: Benchmarking Fundamental Visual Cognition in Multimodal Large Language Models. - Jen-tse Huang 001; Dasen Dai; Jen-Yuan Huang; Youliang Yuan; Xiaoyuan Liu; Wenxuan Wang 001; Wenxiang Jiao; Pinjia He; Zhaopeng Tu (CoRR, 2025)

VisBias: Measuring Explicit and Implicit Social Biases in Vision Language Models. - Jen-tse Huang 001; Jiantong Qin; Jianping Zhang 002; Youliang Yuan; Wenxuan Wang 001; Jieyu Zhao 001 (CoRR, 2025)

Towards Evaluating Proactive Risk Awareness of Multimodal Language Models. - Youliang Yuan; Wenxiang Jiao; Yuejin Xie; Chihao Shen; Menghan Tian; Wenxuan Wang 001; Jen-tse Huang 001; Pinjia He (CoRR, 2025)