About Me

Hi! I am Zixuan Chen (陈子轩). I am a Ph.D. Candidate at School of Computer Science, Shanghai Jiao Tong University.

I am currently a member of RHOS Lab advised by Prof. Yong-Lu Li .

🔬 Research Interests

Embodied AI: Pursuing human-centric General Intelligence by developing agents capable of profound 3D environmental understanding and authentic logical reasoning in complex physical worlds.
Causality: Scaling the Ladder of Causation by advancing Causal Discovery frameworks, with the goal of enabling agents to transcend statistical associations and master the transition from interventional interaction to counterfactual reasoning.
Brain-like Intelligence: Decoding the fundamental computational principles of the neocortex, seeking novel learning paradigms beyond Hebbian learning to simulate the biological essence of human cognition.

📢 News

2025.02 🎉 "M^3-VOS" was accepted to CVPR 2025.
2020.03 🎉 "LNE-IMGM" was accepted to ECCV 2020.

📝 Selected Publications

(* equal contribution, # corresponding author)

M^3-VOS: Multi-Phase, Multi-Transition, and Multi-Scenery Video Object Segmentation Zixuan Chen*, Jiaxin Li*, Liming Tan, Yejie Guo, Junxuan Liang, Cewu Lu, Yong-Lu Li# Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025. 📄 PDF 🌐 Website 💻 Code 📊 Dataset 🛠️ Tool

Layered neighborhood expansion for incremental multiple graph matching Zixuan Chen, Zhihui Xie, Junchi Yan#, Yinqiang Zheng, Xiaokang Yang European Conference on Computer Vision (ECCV), 251-267, 2020. 📄 PDF 💻 Code

🎓 Education

Ph.D. Candidate in Computer Science, Shanghai Jiao Tong University, 2024.09 - Present.
M.S. in Computer Science, Shanghai Jiao Tong University, 2020.09 - 2023.03.
B.S. in Computer Science (IEEE Honor Class), Shanghai Jiao Tong University, 2016.06 - 2020.04.

🏛️ Academic Services

Conference Reviewer: CVPR, NIPS.