Zang, Zelin

13 publications

ICLR 2026 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

ICLR 2026 Doloris: Dual Conditional Diffusion Implicit Bridges with Sparsity Masking Strategy for Unpaired Single-Cell Perturbation Estimation Changxi Chi, Jun Xia, Yufei Huang, Zhuoli Ouyang, Cheng Tan, Yunfan Liu, Jingbo Zhou, Chang Yu, Liangyu Yuan, Siyuan Li, Zelin Zang, Stan Z. Li

CVPR 2025 DaCapo: Score Distillation as Stacked Bridge for Fast and High-Quality 3D Editing Yufei Huang, Bangyan Liao, Yuqi Hu, Haitao Lin, Lirong Wu, Siyuan Li, Cheng Tan, Zicheng Liu, Yunfan Liu, Zelin Zang, Chang Yu, Zhen Lei

TMLR 2025 MDTree: A Masked Dynamic Autoregressive Model for Phylogenetic Inference Zelin Zang, ChenRui Duan, Siyuan Li, Jinlin Wu, BingoWing-Kuen Ling, Fuji Yang, Jiebo Luo, Zhen Lei, Stan Z. Li

NeurIPS 2024 Deep Graph Neural Networks via Posteriori-Sampling-Based Node-Adaptative Residual Module Jingbo Zhou, Yixuan Du, Ruqiong Zhang, Jun Xia, Zhizhi Yu, Zelin Zang, Di Jin, Carl Yang, Rui Zhang, Stan Z. Li

ICML 2024 DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-Based Data Augmentation Zelin Zang, Hao Luo, Kai Wang, Panpan Zhang, Fan Wang, Stan Z. Li, Yang You

NeurIPSW 2024 GeneGench: Systematic Evaluation of Genomic Foundation Models and Beyond Zicheng Liu, Jiahui Li, Lei Xin, Siyuan Li, Chang Yu, Zelin Zang, Cheng Tan, Yufei Huang, Yajingbai, Jun Xia, Stan Z. Li

NeurIPS 2024 PhyloGen: Language Model-Enhanced Phylogenetic Inference via Graph Structure Generation Chenrui Duan, Zelin Zang, Siyuan Li, Yongjie Xu, Stan Z. Li

ICML 2023 Architecture-Agnostic Masked Image Modeling -- from ViT Back to CNN Siyuan Li, Di Wu, Fang Wu, Zelin Zang, Stan Z. Li

ICCV 2023 Boosting Novel Category Discovery over Domains with Soft Contrastive Learning and All in One Classifier Zelin Zang, Lei Shang, Senqiao Yang, Fei Wang, Baigui Sun, Xuansong Xie, Stan Z. Li

ECCV 2022 DLME: Deep Local-Flatness Manifold Embedding Zelin Zang, Siyuan Li, Di Wu, Ge Wang, Kai Wang, Lei Shang, Baigui Sun, Hao Li, Stan Z. Li

WACV 2022 Generalized Clustering and Multi-Manifold Learning with Geometric Structure Preservation Lirong Wu, Zicheng Liu, Jun Xia, Zelin Zang, Siyuan Li, Stan Z. Li

ECML-PKDD 2021 Invertible Manifold Learning for Dimension Reduction Siyuan Li, Haitao Lin, Zelin Zang, Lirong Wu, Jun Xia, Stan Z. Li