Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models. - Zihao Lin 003; Mohammad Beigi; Hongxuan Li; Yufan Zhou 001; Yuxiang Zhang; Qifan Wang 001; Wenpeng Yin 001; Lifu Huang (ACL (1), 2024)

InternalInspector I²: Robust Confidence Estimation in LLMs through Internal States. - Mohammad Beigi; Ying Shen 006; Runing Yang; Zihao Lin 003; Qifan Wang 001; Ankith Mohan; Jianfeng He; Ming Jin 002; Chang-Tien Lu; Lifu Huang (EMNLP (Findings), 2024)

InternalInspector I2: Robust Confidence Estimation in LLMs through Internal States. - Mohammad Beigi; Ying Shen 006; Runing Yang; Zihao Lin 003; Qifan Wang 001; Ankith Mohan; Jianfeng He; Ming Jin 002; Chang-Tien Lu; Lifu Huang (CoRR, 2024)

Rethinking the Uncertainty: A Critical Review and Analysis in the Era of Large Language Models. - Mohammad Beigi; Sijia Wang; Ying Shen 006; Zihao Lin 003; Adithya Kulkarni; Jianfeng He; Feng Chen 001; Ming Jin 002; Jin-Hee Cho; Dawei Zhou 001; Chang-Tien Lu; Lifu Huang (CoRR, 2024)

A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models. - Zihao Lin 003; Samyadeep Basu; Mohammad Beigi; Varun Manjunatha; Ryan A. Rossi; Zichao Wang 001; Yufan Zhou 001; Sriram Balasubramanian; Arman Zarei; Keivan Rezaei; Ying Shen 006; Barry Menglong Yao; et al. (CoRR, 2025)