Sicong Liu

PhD candidate
School of Data Science and Engineering
East China Normal University

Email: sicongliu1014@gmail.com
Mail: Room 317, Geography Building, 3663 North Zhongshan Road, Shanghai
Google Scholar


I am a PhD candidate at School of Data Science and Engineering, Easy China Normal University, advised by Prof. Bin Yang and Asst. Prof. Shu Yang. I previously interned at Institute of Automation, Chinese Academy of Sciences, advised by Prof. Jian Cheng and Prof. Xi Sherly Zhang. I received my BS and MS degrees from the Nanjing University of Science and Technology.

My research lies at the intersection of machine learning, and reinforcement learning. I am interested in building scalable, robust, and open-source algorithms for decision-making that adapt to complex real world.

Publications

  1. Learning Generalizable Skills from Offline Multi-Task Data for Multi-Agent Cooperation
    Sicong Liu, Yang Shu*, Chenjuan Guo, Bin Yang
    International Conference on Learning Representations (ICLR), 2025 (accepted) [Paper] [Code]

  2. On the data-efficiency with contrastive image transformation in reinforcement learning
    Sicong Liu, Xi Sherly Zhang*, Yushuo Li, Yifan Zhang, Jian Cheng
    International Conference on Learning Representations (ICLR), 2023 (accepted) [Paper] [Code]