SkillExplorer: Understanding the Behavior of Skills in Large Scale. - Zhixiu Guo; Zijin Lin; Pan Li; Kai Chen 012 (USENIX Security Symposium, 2020)

LLM Factoscope: Uncovering LLMs' Factual Discernment through Inner States Analysis. - Jinwen He; Yujia Gong; Kai Chen 012; Zijin Lin; Cheng'an Wei; Yue Zhao 018 (CoRR, 2023)

LLM Factoscope: Uncovering LLMs' Factual Discernment through Measuring Inner States. - Jinwen He; Yujia Gong; Zijin Lin; Cheng'an Wei; Yue Zhao 018; Kai Chen 012 (ACL (Findings), 2024)

I Don't Know You, But I Can Catch You: Real-Time Defense against Diverse Adversarial Patches for Object Detectors. - Zijin Lin; Yue Zhao 018; Kai Chen 012; Jinwen He (CCS, 2024)

Medical Visual Prompting (MVP): A Unified Framework for Versatile and High-Quality Medical Image Segmentation. - Yulin Chen; Guoheng Huang; Kai Huang; Zijin Lin; Guo Zhong; Shenghong Luo; Jie Deng; Jian Zhou (SMC, 2024)

Multiscale Frequency-Guided Image Analyses for Mixed-Modality Medical Image Segmentation. - Zijin Lin; Guoheng Huang; Zhuoheng Chen; Yan Li 122; Xiaochen Yuan; Chi-Man Pun; Lianglun Cheng (IEEE Trans. Instrum. Meas., 2025)

PrivacyXray: Detecting Privacy Breaches in LLMs through Semantic Consistency and Probability Certainty. - Jinwen He; Yiyang Lu; Zijin Lin; Kai Chen; Yue Zhao (CoRR, 2025)