Shengzhe Gan
Undergrad @ SUSTech Robotics & CV Lab
I am Shengzhe Gan, a final-year undergraduate in Electronic and Electrical Engineering at the Southern University of Science and Technology (SUSTech). My research interests are agentic robotics and robot policy learning. I aim to enable robots to reason, learn, and act in the physical world.
I am under the guidance of Prof. Hong Zhang (IEEE Fellow) at SUSTech’s RCV Lab. Previously, I was a remote research intern with Prof. Fangneng Zhan at Harvard’s Visual Computing Group and an on-site research assistant with Prof. Mengxue Hou at the University of Notre Dame’s ROAR Lab.
news
| Mar 24, 2026 | My work submitted to 2026 CVPR GigaBrain Challenge Workshop has been accepted! |
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| Feb 21, 2026 | My first work has been accepted to CVPR’26! |
| Jul 01, 2025 | Start a new position as a undergrad researcher intern @ University of Notre Dame! |
selected publications
- CVPRW 2026
ProDrive: Proactive Planning for Autonomous Driving via Ego-Environment Co-EvolutionIn Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2026 - CVPR 2026
AREA3D: Active Reconstruction Agent with Unified Feed-Forward 3D Perception and Vision-Language GuidanceIn Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2026
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