Interactive Interior Design Recommendation via Coarse-to-fine Multimodal Reinforcement Learning. - He Zhang 030; Ying Sun 006; Weiyu Guo; Yafei Liu; Haonan Lu; Xiaodong Lin 004; Hui Xiong 001 (ACM Multimedia, 2023)

Efficient Skill Discovery via Regret-Aware Optimization. - He Zhang 030; Ming Zhou; Shaopeng Zhai; Ying Sun 006; Hui Xiong 001 (CoRR, 2025)