Chang Yu

According to our database, Chang Yu authored at least 21 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

scHelix: Asymmetric Dual-Stream Integration via Explicit Gene-Level Disentanglement.

Xichen Yan, Zelin Zang, Changxi Chi, Jingbo Zhou, Chang Yu, Jinlin Wu, Shenghui Cheng, Fuji Yang, Jiebo Luo, Zhen Lei, Stan Z. Li

CoRR, May, 2026

MAT-Cell: A Multi-Agent Tree-Structured Reasoning Framework for Batch-Level Single-Cell Annotation.

Yehui Yang, Zelin Zang, Changxi Chi, Jingbo Zhou, Xienan Zheng, Yuzhe Jia, Chang Yu, Jinlin Wu, Fuji Yang, Jiebo Luo, Zhen Lei, Stan Z. Li

CoRR, April, 2026

The Trinity of Consistency as a Defining Principle for General World Models.

Jingxuan Wei, Siyuan Li, Yuhang Xu, Zheng Sun, Junjie Jiang, Hexuan Jin, Caijun Jia, Honghao He, Xinglong Xu, Xi Bai, Chang Yu, Yumou Liu, Junnan Zhu, Xuanhe Zhou, Jintao Chen, Xiaobin Hu, Shancheng Pang, Bihui Yu, Ran He, Zhen Lei, Stan Z. Li, Conghui He, Shuicheng Yan, Cheng Tan

CoRR, February, 2026

VitaMol: Lightweight molecular modality expansion in discrete space for multi-task transfer learning.

Yunfan Liu, Zhifeng Gao, Lirong Wu, Jingbo Zhou, Tongyue Xu, Cheng Tan, Yufei Huang, Changxi Chi, Chang Yu, Stan Z. Li

Pattern Recognit., 2026

VecFormer: Towards Efficient and Generalizable Graph Transformer with Graph Token Attention.

Jingbo Zhou, Jun Xia, Siyuan Li, Yunfan Liu, Wenjun Wang, Yufei Huang, Changxi Chi, Mutian Hong, Zhuoli Ouyang, Shu Wang, Zhongqi Wang, Xingyu Wu, Chang Yu, Stan Z. Li

Proceedings of the ACM Web Conference 2026, 2026

MergeDNA: Context-Aware Genome Modeling with Dynamic Tokenization Through Token Merging.

Siyuan Li, Kai Yu, Anna Wang, Zicheng Liu, Chang Yu, Jingbo Zhou, Qirong Yang, Yucheng Guo, Xiaoming Zhang, Stan Z. Li

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Hierarchical Quantized Diffusion Based Tree Generation Method for Hierarchical Representation and Lineage Analysis.

Zelin Zang, WenZhe Li, Fei Chen, Yongjie Xu, Chang Yu, Zhen Lei, Stan Z. Li

CoRR, June, 2025

Unlasting: Unpaired Single-Cell Multi-Perturbation Estimation by Dual Conditional Diffusion Implicit Bridges.

Changxi Chi, Jun Xia, Yufei Huang, Jingbo Zhou, Siyuan Li, Yunfan Liu, Chang Yu, Stan Z. Li

CoRR, June, 2025

Life-Code: Central Dogma Modeling with Multi-Omics Sequence Unification.

Zicheng Liu, Siyuan Li, Zhiyuan Chen, Lei Xin, Fang Wu, Chang Yu, Qirong Yang, Yucheng Guo, Yujie Yang, Stan Z. Li

CoRR, February, 2025

GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype.

Changxi Chi, Jun Xia, Jingbo Zhou, Jiabei Cheng, Chang Yu, Stan Z. Li

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization.

Siyuan Li, Luyuan Zhang, Zedong Wang, Juanxi Tian, Cheng Tan, Zicheng Liu, Chang Yu, Qingsong Xie, Haonan Lu, Haoqian Wang, Zhen Lei

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Revisiting Marr in Face: The Building of 2D-2.5D-3D Representations in Deep Neural Networks.

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

CoRR, 2024

A Survey on Mixup Augmentations and Beyond.

Xin Jin, Hongyu Zhu, Siyuan Li, Zedong Wang, Zicheng Liu, Chang Yu, Huafeng Qin, Stan Z. Li

CoRR, 2024

Seek for Incantations: Towards Accurate Text-to-Image Diffusion Synthesis through Prompt Engineering.

Chang Yu, Junran Peng, Xiangyu Zhu, Zhaoxiang Zhang, Qi Tian, Zhen Lei

CoRR, 2024

2023

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

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

IEEE Trans. Pattern Anal. Mach. Intell., 2023

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

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

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

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Contrastive and Consistent Learning for Unsupervised Human Parsing.

Xiaomei Zhang, Feng Pan, Ke Xiang, Xiangyu Zhu, Chang Yu, Zidu Wang, Zhen Lei

Proceedings of the Biometric Recognition - 16th Chinese Conference, 2022

2020

Out-of-Distribution Detection for Reliable Face Recognition.

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

IEEE Signal Process. Lett., 2020

Beyond 3DMM Space: Towards Fine-Grained 3D Face Reconstruction.

Xiangyu Zhu, Fan Yang, Di Huang, Chang Yu, Hao Wang, Jianzhu Guo, Zhen Lei, Stan Z. Li

Proceedings of the Computer Vision - ECCV 2020, 2020