Shaofei Cai

According to our database, Shaofei Cai authored at least 19 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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, Haowei Lin, Zhaofeng He, Zilong Zheng, Yaodong Yang, Xiaojian Ma, Yitao Liang

IEEE Trans. Pattern Anal. Mach. Intell., March, 2025

Semantic and Correlation Disentangled Graph Convolutions for Multilabel Image Recognition.

Shaofei Cai, Liang Li, Xinzhe Han, Shan Huang, Qi Tian, Qingming Huang

IEEE Trans. Neural Networks Learn. Syst., January, 2025

2024

Inductive State-Relabeling Adversarial Active Learning With Heuristic Clique Rescaling.

Beichen Zhang, Liang Li, Shuhui Wang, Shaofei Cai, Zheng-Jun Zha, Qi Tian, Qingming Huang

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

MineStudio: A Streamlined Package for Minecraft AI Agent Development.

Shaofei Cai, Zhancun Mu, Kaichen He, Bowei Zhang, Xinyue Zheng, Anji Liu, Yitao Liang

CoRR, 2024

GROOT-2: Weakly Supervised Multi-Modal Instruction Following Agents.

Shaofei Cai, Bowei Zhang, Zihao Wang, Haowei Lin, Xiaojian Ma, Anji Liu, Yitao Liang

CoRR, 2024

Optimizing Latent Goal by Learning from Trajectory Preference.

Guangyu Zhao, Kewei Lian, Haowei Lin, Haobo Fu, Qiang Fu, Shaofei Cai, Zihao Wang, Yitao Liang

CoRR, 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

CoRR, 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 (Shawn) Ma, Yitao Liang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

GROOT: Learning to Follow Instructions by Watching Gameplay Videos.

Shaofei Cai, Bowei Zhang, Zihao Wang, Xiaojian Ma, Anji Liu, Yitao Liang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

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, Yitao Liang

CoRR, 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

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Automatic Relation-aware Graph Network Proliferation.

Shaofei Cai, Liang Li, Xinzhe Han, Jiebo Luo, Zheng-Jun Zha, Qingming Huang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

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

Edge-featured Graph Neural Architecture Search.

Shaofei Cai, Liang Li, Xinzhe Han, Zhengjun Zha, Qingming Huang

CoRR, 2021

Rethinking Graph Neural Network Search from Message-passing.

Shaofei Cai, Liang Li, Jincan Deng, Beichen Zhang, Zheng-Jun Zha, Li Su, Qingming Huang

CoRR, 2021

Rethinking Graph Neural Architecture Search From Message-Passing.

Shaofei Cai, Liang Li, Jincan Deng, Beichen Zhang, Zheng-Jun Zha, Li Su, Qingming Huang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

IR-GAN: Image Manipulation with Linguistic Instruction by Increment Reasoning.

Zhenhuan Liu, Jincan Deng, Liang Li, Shaofei Cai, Qianqian Xu, Shuhui Wang, Qingming Huang

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020