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

Mitigating Non-Stationarity in Deep Reinforcement Learning with Clustering Orthogonal Weight Modification. - Guoqing Ma 003; Yuhan Zhang; Yuming Dai; Guangfu Hao; Yang Chen; Shan Yu (AAMAS, 2025)

Visual Large Language Models Exhibit Human-Level Cognitive Flexibility in the Wisconsin Card Sorting Test. - Guangfu Hao; Frederic Alexandre; Shan Yu (CoRR, 2025)

Flexible Tool Selection through Low-dimensional Attribute Alignment of Vision and Language. - Guangfu Hao; Haojie Wen; Liangxuna Guo; Yang Chen; Yanchao Bi; Shan Yu (CoRR, 2025)