PWISeg: Point-based Weakly-supervised Instance Segmentation for Surgical Instruments. - Zhen Sun 001; Huan Xu 003; Jinlin Wu; Zhen Chen 018; Zhen Lei 001; Hongbin Liu 001 (CoRR, 2023)

PWISeg: Weakly-Supervised Surgical Instrument Instance Segmentation. - Zhen Sun 001; Huan Xu 003; Jinlin Wu; Zhen Chen 018; Hongbin Liu 001; Zhen Lei 001 (ICIP, 2024)

Jailbreak Attacks and Defenses Against Large Language Models: A Survey. - Sibo Yi; Yule Liu; Zhen Sun 001; Tianshuo Cong; Xinlei He 001; Jiaxing Song; Ke Xu 002; Qi Li 002 (CoRR, 2024)

Quantized Delta Weight Is Safety Keeper. - Yule Liu; Zhen Sun 001; Xinlei He 001; Xinyi Huang 001 (CoRR, 2024)

On the Generalization Ability of Machine-Generated Text Detectors. - Yule Liu; Zhiyuan Zhong; Yifan Liao; Zhen Sun 001; Jingyi Zheng; Jiaheng Wei; Qingyuan Gong; Fenghua Tong; Yang Chen 001; Yang Zhang 016; Xinlei He 001 (CoRR, 2024)

Are We in the AI-Generated Text World Already? Quantifying and Monitoring AIGT on Social Media. - Zhen Sun 001; Zongmin Zhang; Xinyue Shen 001; Ziyi Zhang; Yule Liu; Michael Backes 001; Yang Zhang 016; Xinlei He 001 (ACL (1), 2025)

PEFTGuard: Detecting Backdoor Attacks Against Parameter-Efficient Fine-Tuning. - Zhen Sun 001; Tianshuo Cong; Yule Liu; Chenhao Lin; Xinlei He 001; Rongmao Chen; Xingshuo Han; Xinyi Huang 001 (SP, 2025)

The Rising Threat to Emerging AI-Powered Search Engines. - Zeren Luo; Zifan Peng; Yule Liu; Zhen Sun 001; Mingchen Li; Jingyi Zheng; Xinlei He 001 (CoRR, 2025)

FC-Attack: Jailbreaking Large Vision-Language Models via Auto-Generated Flowcharts. - Ziyi Zhang; Zhen Sun 001; Zongmin Zhang; Jihui Guo; Xinlei He 001 (CoRR, 2025)

TH-Bench: Evaluating Evading Attacks via Humanizing AI Text on Machine-Generated Text Detectors. - Jingyi Zheng; Junfeng Wang; Zhen Sun 001; Wenhan Dong; Yule Liu; Xinlei He 001 (CoRR, 2025)

Thought Manipulation: External Thought Can Be Efficient for Large Reasoning Models. - Yule Liu; Jingyi Zheng; Zhen Sun 001; Zifan Peng; Wenhan Dong; Zeyang Sha; Shiwen Cui; Weiqiang Wang; Xinlei He 001 (CoRR, 2025)

Humanizing LLMs: A Survey of Psychological Measurements with Tools, Datasets, and Human-Agent Applications. - Wenhan Dong; Yuemeng Zhao; Zhen Sun 001; Yule Liu; Zifan Peng; Jingyi Zheng; Zongmin Zhang; Ziyi Zhang; Jun Wu 001; Ruiming Wang; Shengmin Xu; Xinyi Huang 001; et al. (CoRR, 2025)

"I Can See Forever!": Evaluating Real-time VideoLLMs for Assisting Individuals with Visual Impairments. - Ziyi Zhang; Zhen Sun 001; Zongmin Zhang; Zifan Peng; Yuemeng Zhao; Zichun Wang; Zeren Luo; Ruiting Zuo; Xinlei He 001 (CoRR, 2025)

FragFake: A Dataset for Fine-Grained Detection of Edited Images with Vision Language Models. - Zhen Sun 001; Ziyi Zhang; Zeren Luo; Zeyang Sha; Tianshuo Cong; Zheng Li; Shiwen Cui; Weiqiang Wang; Jiaheng Wei; Xinlei He 001; Qi Li 002; Qian Wang 002 (CoRR, 2025)

JALMBench: Benchmarking Jailbreak Vulnerabilities in Audio Language Models. - Zifan Peng; Yule Liu; Zhen Sun 001; Mingchen Li; Zeren Luo; Jingyi Zheng; Wenhan Dong; Xinlei He 001; Xuechao Wang; Yingjie Xue; Shengmin Xu; Xinyi Huang 001 (CoRR, 2025)

Evaluation Hallucination in Multi-Round Incomplete Information Lateral-Driven Reasoning Tasks. - Wenhan Dong; Tianyi Hu; Jingyi Zheng; Zhen Sun 001; Yuemeng Zhao; Yule Liu; Xinlei He 001; Xinyi Huang 001 (CoRR, 2025)

Backdoor Attack on Vision Language Models with Stealthy Semantic Manipulation. - Zhiyuan Zhong; Zhen Sun 001; Yepang Liu 001; Xinlei He 001; Guanhong Tao 001 (CoRR, 2025)

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities. - Wenhan Dong; Zhen Sun 001; Yuemeng Zhao; Zifan Peng; Jun Wu 001; Jingyi Zheng; Yule Liu; Xinlei He 001; Yu Wang; Ruiming Wang; Xinyi Huang 001; Lei Mo (CoRR, 2025)