Shengzhe Gan
Undergrad @ SUSTech Robotics & CV Lab | Remote intern @ Harvard VCG | On-site intern @ Notre Dame ROAR
I am Shengzhe Gan, a third-year undergraduate student in Electronic and Electrical Engineering at the Southern University of Science and Technology(SUSTech). Currently, my research focuses on World Models, Digital Twins and active 3D perception & reconstruction.
I am under the guidance of Prof. Hong Zhang (IEEE Fellow) in the SUSTech RCV Lab. Previously, I was a remote intern with Prof. Fangneng Zhan at Harvard Visual Computing Group and an on-site research assistant at ND ROAR Lab guided by Prof. Mengxue Hou.
Driven by the goal of learning physically grounded representations of the world, my research interests lie at the intersection of 3D vision, robotics, and world models, with long-term interest in digital twins and embodied agents that can perceive, predict, and act in the physical world.
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! |
| Jan 10, 2026 | Searching for 26 Summer internship opportunities! |
| Jul 01, 2025 | Start a new position as a undergrad researcher intern @ University of Notre Dame! |
selected publications
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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, 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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