IR-GAN: Image Manipulation with Linguistic Instruction by Increment Reasoning. - Zhenhuan Liu; Jincan Deng; Liang Li 003; Shaofei Cai; Qianqian Xu; Shuhui Wang; Qingming Huang (ACM Multimedia, 2020)

Rethinking Graph Neural Architecture Search From Message-Passing. - Shaofei Cai; Liang Li 003; Jincan Deng; Beichen Zhang; Zheng-Jun Zha; Li Su 003; Qingming Huang (CVPR, 2021)

Rethinking Graph Neural Network Search from Message-passing. - Shaofei Cai; Liang Li 003; Jincan Deng; Beichen Zhang; Zheng-Jun Zha; Li Su 003; Qingming Huang (CoRR, 2021)

Edge-featured Graph Neural Architecture Search. - Shaofei Cai; Liang Li 003; Xinzhe Han; Zhengjun Zha; Qingming Huang (CoRR, 2021)

DyStyle: Dynamic Neural Network for Multi-Attribute-Conditioned Style Editing. - Bingchuan Li; Shaofei Cai; Wei Liu; Peng Zhang; Miao Hua; Qian He; Zili Yi (CoRR, 2021)

Automatic Relation-aware Graph Network Proliferation. - Shaofei Cai; Liang Li 003; Xinzhe Han; Jiebo Luo 001; Zheng-Jun Zha; Qingming Huang (CVPR, 2022)

Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon Prediction. - Shaofei Cai; Zihao Wang; Xiaojian Ma 001; Anji Liu; Yitao Liang (CVPR, 2023)

Describe, Explain, Plan and Select: Interactive Planning with LLMs Enables Open-World Multi-Task Agents. - Zihao Wang; Shaofei Cai; Guanzhou Chen 003; Anji Liu; Xiaojian Ma 001; Yitao Liang (NeurIPS, 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 (WACV, 2023)

Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents. - Zihao Wang; Shaofei Cai; Anji Liu; Xiaojian Ma 001; Yitao Liang (CoRR, 2023)

GROOT: Learning to Follow Instructions by Watching Gameplay Videos. - Shaofei Cai; Bowei Zhang 007; Zihao Wang; Xiaojian Ma 001; Anji Liu; Yitao Liang (ICLR, 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 003; Anji Liu; Xiaojian (Shawn) Ma; Yitao Liang (NeurIPS, 2024)

ROCKET-1: Master Open-World Interaction with Visual-Temporal Context Prompting. - Shaofei Cai; Zihao Wang; Kewei Lian; Zhancun Mu; Xiaojian Ma 001; Anji Liu; Yitao Liang (CoRR, 2024)

Optimizing Latent Goal by Learning from Trajectory Preference. - Guangyu Zhao; Kewei Lian; Haowei Lin; Haobo Fu; Qiang Fu 016; Shaofei Cai; Zihao Wang; Yitao Liang (CoRR, 2024)

GROOT-2: Weakly Supervised Multi-Modal Instruction Following Agents. - Shaofei Cai; Bowei Zhang 007; Zihao Wang; Haowei Lin; Xiaojian Ma 001; Anji Liu; Yitao Liang (CoRR, 2024)

MineStudio: A Streamlined Package for Minecraft AI Agent Development. - Shaofei Cai; Zhancun Mu; Kaichen He; Bowei Zhang 007; Xinyue Zheng; Anji Liu; Yitao Liang (CoRR, 2024)

Inductive State-Relabeling Adversarial Active Learning With Heuristic Clique Rescaling. - Beichen Zhang; Liang Li 003; Shuhui Wang; Shaofei Cai; Zheng-Jun Zha; Qi Tian 001; Qingming Huang (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

ROCKET-1: Mastering Open-World Interaction with Visual-Temporal Context Prompting. - Shaofei Cai; Zihao Wang; Kewei Lian; Zhancun Mu; Xiaojian Ma 001; Anji Liu; Yitao Liang (CVPR, 2025)

GROOT-2: Weakly Supervised Multimodal Instruction Following Agents. - Shaofei Cai; Bowei Zhang 007; Zihao Wang; Haowei Lin; Xiaojian Ma 001; Anji Liu; Yitao Liang (ICLR, 2025)

Semantic and Correlation Disentangled Graph Convolutions for Multilabel Image Recognition. - Shaofei Cai; Liang Li 003; Xinzhe Han; Shan Huang; Qi Tian 001; Qingming Huang (IEEE Trans. Neural Networks Learn. Syst., 2025)

ROCKET-2: Steering Visuomotor Policy via Cross-View Goal Alignment. - Shaofei Cai; Zhancun Mu; Anji Liu; Yitao Liang (CoRR, 2025)

Open-World Skill Discovery from Unsegmented Demonstrations. - Jingwen Deng; Zihao Wang; Shaofei Cai; Anji Liu; Yitao Liang (CoRR, 2025)

JARVIS-1: Open-World Multi-Task Agents With Memory-Augmented Multimodal Language Models. - Zihao Wang; Shaofei Cai; Anji Liu; Yonggang Jin; Jinbing Hou; Bowei Zhang 007; Haowei Lin; Zhaofeng He; Zilong Zheng; Yaodong Yang 001; Xiaojian Ma 001; Yitao Liang (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Toward Memory-Aided World Models: Benchmarking via Spatial Consistency. - Kewei Lian; Shaofei Cai; Yilun Du; Yitao Liang (CoRR, 2025)

A Survey on Vision-Language-Action Models: An Action Tokenization Perspective. - Yifan Zhong; Fengshuo Bai; Shaofei Cai; Xuchuan Huang; Zhang Chen; Xiaowei Zhang; Yuanfei Wang; Shaoyang Guo; Tianrui Guan; Ka Nam Lui; Zhiquan Qi; Yitao Liang; et al. (CoRR, 2025)

Scalable Multi-Task Reinforcement Learning for Generalizable Spatial Intelligence in Visuomotor Agents. - Shaofei Cai; Zhancun Mu; Haiwen Xia; Bowei Zhang 007; Anji Liu; Yitao Liang (CoRR, 2025)