Cai, Shaofei

17 publications

ICLR 2026 Learn the Ropes, Then Trust the Wins: Self-Imitation with Progressive Exploration for Agentic Reinforcement Learning Yulei Qin, Xiaoyu Tan, Zhengbao He, Gang Li, Haojia Lin, Zongyi Li, Zihan Xu, Yuchen Shi, Siqi Cai, Renting Rui, Shaofei Cai, Yuzheng Cai, Xuan Zhang, Sheng Ye, Ke Li, Xing Sun

ICLR 2025 GROOT-2: Weakly Supervised Multimodal Instruction Following Agents Shaofei Cai, Bowei Zhang, Zihao Wang, Haowei Lin, Xiaojian Ma, Anji Liu, Yitao Liang

ICCV 2025 Open-World Skill Discovery from Unsegmented Demonstration Videos Jingwen Deng, Zihao Wang, Shaofei Cai, Anji Liu, Yitao Liang

CVPR 2025 ROCKET-1: Mastering Open-World Interaction with Visual-Temporal Context Prompting Shaofei Cai, Zihao Wang, Kewei Lian, Zhancun Mu, Xiaojian Ma, Anji Liu, Yitao Liang

ICMLW 2024 GROOT-1.5: Learning to Follow Multi-Modal Instructions from Weak Supervision Shaofei Cai, Bowei Zhang, Zihao Wang, Xiaojian Ma, Anji Liu, Yitao Liang

ICLR 2024 GROOT: Learning to Follow Instructions by Watching Gameplay Videos Shaofei Cai, Bowei Zhang, Zihao Wang, Xiaojian Ma, Anji Liu, Yitao Liang

NeurIPS 2024 OmniJARVIS: Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents Zihao Wang, Shaofei Cai, Zhancun Mu, Haowei Lin, Ceyao Zhang, Xuejie Liu, Qing Li, Anji Liu, Xiaojian Ma, Yitao Liang

ICMLW 2024 OmniJARVIS: Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents Zihao Wang, Shaofei Cai, Zhancun Mu, Haowei Lin, Ceyao Zhang, Xuejie Liu, Qing Li, Anji Liu, Xiaojian Ma, Yitao Liang

NeurIPSW 2024 ROCKET-1: Master Open-World Interaction with Visual-Temporal Context Prompting Shaofei Cai, Zihao Wang, Kewei Lian, Zhancun Mu, Xiaojian Ma, Anji Liu, Yitao Liang

NeurIPS 2023 Describe, Explain, Plan and Select: Interactive Planning with LLMs Enables Open-World Multi-Task Agents Zihao Wang, Shaofei Cai, Guanzhou Chen, Anji Liu, Xiaojian Ma, Yitao Liang

WACV 2023 DyStyle: Dynamic Neural Network for Multi-Attribute-Conditioned Style Editings Bingchuan Li, Shaofei Cai, Wei Liu, Peng Zhang, Qian He, Miao Hua, Zili Yi

NeurIPSW 2023 GROOT: Learning to Follow Instructions by Watching Gameplay Videos Shaofei Cai, Bowei Zhang, Zihao Wang, Xiaojian Ma, Anji Liu, Yitao Liang

NeurIPSW 2023 GROOT: Learning to Follow Instructions by Watching Gameplay Videos Shaofei Cai, Bowei Zhang, Zihao Wang, Xiaojian Ma, Anji Liu, Yitao Liang

NeurIPSW 2023 JARVIS-1: Open-World Multi-Task Agents with Memory-Augmented Multimodal Language Models Zihao Wang, Shaofei Cai, Anji Liu, Xiaojian Ma, Yitao Liang

CVPR 2023 Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon Prediction Shaofei Cai, Zihao Wang, Xiaojian Ma, Anji Liu, Yitao Liang

CVPR 2022 Automatic Relation-Aware Graph Network Proliferation Shaofei Cai, Liang Li, Xinzhe Han, Jiebo Luo, Zheng-Jun Zha, Qingming Huang

CVPR 2021 Rethinking Graph Neural Architecture Search from Message-Passing Shaofei Cai, Liang Li, Jincan Deng, Beichen Zhang, Zheng-Jun Zha, Li Su, Qingming Huang