Emergence of Symbols in Neural Networks for Semantic Understanding and Communication. - Yang Chen; Liangxuan Guo; Shan Yu (CoRR, 2023)

Out-of-Distribution Forgetting: Vulnerability of Continual Learning to Intra-class Distribution Shift. - Liangxuan Guo; Yang Chen; Shan Yu (ICPR (9), 2024)

Efficient Reinforcement Learning Through Adaptively Pretrained Visual Encoder. - Yuhan Zhang; Guoqing Ma 003; Guangfu Hao; Liangxuan Guo; Yang Chen; Shan Yu (AAAI, 2025)