Robustness-Aware Word Embedding Improves Certified Robustness to Adversarial Word Substitutions. - Yibin Wang 005; Yichen Yang 009; Di He 001; Kun He 001 (ACL (Findings), 2023)

BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models. - Yibin Wang 005; Haizhou Shi; Ligong Han; Dimitris N. Metaxas; Hao Wang 014 (NeurIPS, 2024)

Continual Learning of Large Language Models: A Comprehensive Survey. - Haizhou Shi; Zihao Xu 001; Hengyi Wang; Weiyi Qin; Wenyuan Wang; Yibin Wang 005; Hao Wang 014 (CoRR, 2024)

Training-Free Bayesianization for Low-Rank Adapters of Large Language Models. - Haizhou Shi; Yibin Wang 005; Ligong Han; Huan Zhang; Hao Wang 014 (CoRR, 2024)

Token-Level Uncertainty Estimation for Large Language Model Reasoning. - Tunyu Zhang; Haizhou Shi; Yibin Wang 005; Hengyi Wang; Xiaoxiao He; Zhuowei Li 002; Haoxian Chen 005; Ligong Han; Kai Xu; Huan Zhang; Dimitris N. Metaxas; Hao Wang 014 (CoRR, 2025)