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: Task decomposition and skill composition for long-horizon 3D manipulation.
Causality: Causal discovery, world models, and counterfactual reasoning in dynamic environments.
Brain-like Intelligence: Developing neuro-symbolic architectures inspired by biological cognitive processes.

📢 News

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

📝 Selected Publications

(* equal contribution)

M^3-VOS: Multi-Phase, Multi-Transition, and Multi-Scenery Video Object Segmentation Zixuan Chen*, J. Li*, J. Liang, L. Tan, Y. Guo, C. Lu, Y. L. 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, Z. Xie, J. Yan, Y. Zheng, X. 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.