Xiao, Changnan

7 publications

NeurIPS 2025 AnaCP: Toward Upper-Bound Continual Learning via Analytic Contrastive Projection Saleh Momeni, Changnan Xiao, Bing Liu

ICLR 2025 Generalizing Reasoning Problems to Longer Lengths Changnan Xiao, Bing Liu

ICML 2023 Learnability and Algorithm for Continual Learning Gyuhak Kim, Changnan Xiao, Tatsuya Konishi, Bing Liu

NeurIPS 2022 A Theoretical Study on Solving Continual Learning Gyuhak Kim, Changnan Xiao, Tatsuya Konishi, Zixuan Ke, Bing Liu

NeurIPSW 2022 CASA: Bridging the Gap Between Policy Improvement and Policy Evaluation with Conflict Averse Policy Iteration Changnan Xiao, Haosen Shi, Jiajun Fan, Shihong Deng, Haiyan Yin

CVPRW 2022 Continual Learning Based on OOD Detection and Task Masking Gyuhak Kim, Sepideh Esmaeilpour, Changnan Xiao, Bing Liu

ICML 2022 Generalized Data Distribution Iteration Jiajun Fan, Changnan Xiao