Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis. - Yicheng Lang; Kehan Guo; Yue Huang 001; Yujun Zhou 010; Haomin Zhuang; Tianyu Yang; Yao Su 003; Xiangliang Zhang 001 (ACL (Findings), 2025)

On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective. - Yue Huang 001; Chujie Gao; Siyuan Wu 001; Haoran Wang 005; Xiangqi Wang; Yujun Zhou 010; Yanbo Wang 005; Jiayi Ye; Jiawen Shi; Qihui Zhang; Yuan Li 032; Han Bao 003; et al. (CoRR, 2025)

AdaReasoner: Adaptive Reasoning Enables More Flexible Thinking. - Xiangqi Wang; Yue Huang 001; Yanbo Wang 005; Xiaonan Luo; Kehan Guo; Yujun Zhou 010; Xiangliang Zhang 001 (CoRR, 2025)

SocialMaze: A Benchmark for Evaluating Social Reasoning in Large Language Models. - Zixiang Xu; Yanbo Wang 005; Yue Huang 001; Jiayi Ye; Haomin Zhuang; Zirui Song; Lang Gao; Chenxi Wang; Zhaorun Chen; Yujun Zhou 010; Sixian Li; Wang Pan; et al. (CoRR, 2025)