📃 Publications

Geometric Flow Grounding: A Unified Manifold Decoupling Framework for Dynamics Discovery and Verification (Oral, Top 0.7%)

Chang Yu, Yuxuan Luo, Yixuan Du, et al.

CDBridge: A Cross-omics Post-training Bridge Strategy for Context-aware Biological Modeling

Chang Yu, Siyuan Li, Zicheng Liu, Jingbo Zhou, Xianglong Guo, Kai Yu, Yuqing Zhou, Ken Li, Zelin Zang, Zhen Lei, Stan Z. Li

GraVQ: Fine-Grained Cross-Omics Translation via Group-Advantage Vector Quantization

Chang Yu, Xianglong Guo, Jingjing Jiang, Siyuan Li, Jingbo Zhou, Changxi Chi, Zelin Zang, Zhen Lei, Stan Z. Li

SYNC: Measuring and Advancing Synthesizability in Structure-Based Drug Design

Yunfan Liu, Lirong Wu, Zhifeng Gao, ..., Chang Yu*, Stan Z. Li

VitaMol: Lightweight Molecular Modality Expansion in Discrete Space for Multi-Task Transfer Learning

Yunfan Liu, Zhifeng Gao, Lirong Wu, ..., Chang Yu*, Stan Z. Li

Graphics Capsule: Learning Hierarchical 3D Face Representations from 2D Images

Chang Yu, Xiangyu Zhu, Xiaomei Zhang, Zhaoxiang Zhang, Zhen Lei

HP-Capsule: Unsupervised Face Part Discovery by Hierarchical Parsing Capsule Network

Chang Yu, Xiangyu Zhu, Xiaomei Zhang, Zidu Wang, Zhaoxiang Zhang, Zhen Lei

Out-of-distribution Detection for Reliable Face Recognition

Chang Yu, Xiangyu Zhu, Zhen Lei, Stan Z. Li

Revisiting Marr in Face: A 2D-2.5D-3D Pathway to Part-whole Representation in Neural Networks

Xiangyu Zhu, Chang Yu*, Jiankuo Zhao, Zhaoxiang Zhang, Stan Z. Li, Zhen Lei

Beyond 3DMM: Learning to Capture High-fidelity 3D Face Shape

Xiangyu Zhu, Chang Yu, Di Huang, Zhen Lei, Hao Wang, Stan Z. Li

SteinsGate: Adding Causality to Diffusions for Long Video Generation via Path Integral

Yufei Huang, Liangyu Yuan, ..., Chang Yu*, Stan Z. Li

DaCapo: Score Distillation as Stacked Bridge for Fast and High-quality 3D Editing

Yufei Huang, Bangyan Liao, ..., Chang Yu*, Zhen Lei