Certifiably Robust Neural ODE With Learning-Based Barrier Function. - Runing Yang; Ruoxi Jia 001; Xiangyu Zhang 010; Ming Jin 002 (IEEE Control. Syst. Lett., 2023)

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)

Can We Trust the Performance Evaluation of Uncertainty Estimation Methods in Text Summarization? - Jianfeng He; Runing Yang; Linlin Yu; Changbin Li; Ruoxi Jia 001; Feng Chen 001; Ming Jin 002; Chang-Tien Lu (EMNLP, 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)