Liang Pan

Research Scientist , Shanghai AI Lab

6 papers at NeurIPS 2025

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Poster Session 1

1 paper

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

PhysX-3D: Physical-Grounded 3D Asset Generation

#4603 Spotlight · Ziang Cao, Zhaoxi Chen, Liang Pan, Ziwei Liu

Poster Session 2

3 papers

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

ReID5o: Achieving Omni Multi-modal Person Re-identification in a Single Model

#4708 · Jialong Zuo, Yongtai Deng, Mengdan Tan, Rui Jin, Dongyue Wu, Nong Sang, Liang Pan, Changxin Gao

3EED: Ground Everything Everywhere in 3D

#4603 · Rong Li, Yuhao Dong, Tianshuai Hu, Alan Liang, Youquan Liu, Dongyue Lu, Liang Pan, Lingdong Kong, Junwei Liang, Ziwei Liu

We present 3EED, the first large-scale benchmark for 3D visual grounding across vehicles, drones, and quadrupeds, with over 134K 3D objects and 25K human-verified expressions in diverse outdoor scenes.

Hi3DEval: Advancing 3D Generation Evaluation with Hierarchical Validity

#4404 · Yuhan Zhang, Long Zhuo, Ziyang Chu, Tong Wu, Zhibing Li, Liang Pan, Dahua Lin, Ziwei Liu

Poster Session 5

2 papers

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

VideoLucy: Deep Memory Backtracking for Long Video Understanding

#4710 · Jialong Zuo, Yongtai Deng, Lingdong Kong, Jingkang Yang, Rui Jin, Yiwei Zhang, Nong Sang, Liang Pan, Ziwei Liu, Changxin Gao

GeneMAN: Generalizable Single-Image 3D Human Reconstruction from Multi-Source Human Data

#4412 · Wentao Wang, Hang Ye, Fangzhou Hong, Xue Yang, Jianfu Zhang, Yizhou Wang, Ziwei Liu, Liang Pan