About Me
My name is Shaofei Cai, or 蔡少斐 in Chinese. You can contact me at caishaofei@stu.pku.edu.cn. I am currently pursuing my Ph.D. at the School of Intelligence Science and Technology, Peking University, under the supervision of Professor Yitao Liang. My journey began in 2022. Prior to this, I earned my Bachelor’s degree from Xi’an Jiaotong University in 2019, followed by a Master’s degree from the Institute of Computing Technology, Chinese Academy of Sciences in 2022, under the guidance of Professor Liang Li. My primary research interests involve computer vision and decision-making. Currently, I am focused on building generally capable agents in open-world environments, such as Minecraft. Additionally, I am enthralled by graph neural architecture search.
🔥 News
- 2024.01: 🎉🎉 Our paper ‘‘GROOT: Learning to Follow Instructions by Watching Gameplay Videos’’ has been accepted by International Conference on Learning Representations (ICLR) 2024 as a Spotlight presentation (Top-5%).
- 2023.09: 🎉🎉 Our paper ‘‘Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents’’ has been accepted by Neural Information Processing Systems (Neurips) 2023.
- 2023.08: 🎉🎉 Our paper ‘‘Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents’’ has won the best paper award in ICML 2023 TEACH workshop.
- 2023.03: 🎉🎉 Our paper ‘‘Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon Prediction’’ is accepted by the IEEE Computer Vision and Patter Recognition (CVPR) 2023.
📝 Publications
Semantic and Correlation Disentangled Graph Propagation for Multi-label Image Recognition
Shaofei Cai, Liang Li, Xinzhe Han, Qi Tian, Qingming Huang
IEEE Trans. Neural Netw. Learn. Syst. (TNNLS 2023) | Paper | Cite
🎖 Honors and Awards
Date | Award | Contest & Project |
---|---|---|
2018.11 | Gold Medal (Rank: 6th/180) | 43rd Asia Beijing Regional (ACM-ICPC) |
2018.05 | Gold Medal | National Xi’an Invitational (ACM-ICPC) |
2019.06 | Outstanding Student Award | Xi’an Jiaotong University |
📖 Educations
2022.09 - now, PhD student
School of Artifical Intelligence
Peking University, Beijing
2019.09 - 2022.06, Master
Institute of Computing Technology, Chinese Academy of Sciences
University of Chinese Academy of Sciences, Beijing
2015.09 - 2019.06, Undergraduate
Software College
Xi’an Jiaotong University, Xi’an