Exploring  the  unknown  but  wonderful  world!

News

• 2025.12: The GitHub star of "Deep Long-tailed Learning: A Survey (TPAMI'23)" reaches 1k+!

• 2025.10: The GitHub star of "MiroThinker" reaches 1k+!

• 2025.10: The GitHub star of "Memory-Guided Diffusion for Expressive Talking Video Generation" reaches 1k+!

• 2025.09: Invited to serve as an Area Chair for ICLR'26! 

• 2025.09: The GitHub star of "Matrix-Game" reaches 1k+!

• 2025.07: Happy to join MiroMind AI. 

• 2025.04: Invited to serve as an Area Chair for NeurIPS'25! 

• 2024.10: The GitHub star of "Disentangling Writer and Character Styles for Handwriting Generation (CVPR'23)" reaches 1k+!

• 2023.11: Happy to be honored with Google PhD Fellow (2023)!

• 2023.04: Happy to be selected as a DAAD AInet Fellow (2023)!

Selected Projects

1. Agent Foundation Model

• MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling

Technical Report 2025 (1.2k+ Github Stars🎉 )

MiroMind Team

[PDF] / [Github] / [Models] / [Demo]

2. Multi-Modal Generation

• Matrix-Game: Interactive World Foundation Model

Technical Report 2025 (1.7k+ Github Stars🎉 )

Yifan Zhang, Chunli Peng, Boyang Wang, Puyi Wang, Qingcheng Zhu, Fei Kang, Biao Jiang, Zedong Gao, Eric Li, Yang Liu, Yahui Zhou

[PDF] / [Github] / [Models] / [Blog]

• SkyReels V1: Human-Centric Video Foundation Model

Open-source Project 2025 (2.5k+ Github Stars🎉 )

Skywork Team

[Github] / [Models]

• MEMO: Memory-Guided Diffusion for Expressive Talking Video Generation

Technical Report 2024  (1k+ Github Stars🎉)

Longtao Zheng*, Yifan Zhang*, Hanzhong Guo, Jiachun Pan, Zhenxiong Tan, Jiahao Lu, Chuanxin Tang, Bo An, Shuicheng Yan

[PDF] / [Github] / [Models] / [Blog]

• Disentangling Writer and Character Styles for Handwriting Generation  (1.2k+ Github Stars)

CVPR 2023  (1.2k+ Github Stars🎉 )

Gang Dai*, Yifan Zhang*, Qingfeng Wang, Qing Du, Zhuliang Yu, Zhuoman Liu, Shuangping Huang 

[PDF] / [Github] / [Poster] / [机器之心] 

3. Model Generalization

• Deep Long-Tailed Learning: A Survey

TPAMI 2023 (1k+ Github Stars🎉 , 900+ citations🎉 )

Yifan Zhang, Bingyi Kang, Bryan Hooi, Shuicheng Yan, Jiashi Feng

[PDF] / [Github] / [Slides] / [机器之心]  / [新智元] 

• Towards Stable Test-Time Adaptation in Dynamic Wild World

ICLR 2023 (400+ citations🎉 )

Shuaicheng Niu*, Jiaxiang Wu*, Yifan Zhang*, Zhiquan Wen, Yaofo Chen, Peilin Zhao, Mingkui Tan

[PDF] / [Code] / [Slides] / [Poster] / [机器之心] 

• Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recognition

NeurIPS 2022 (200+ citations🎉 )

Yifan Zhang, Bryan Hooi, Lanqing Hong, Jiashi Feng

[PDF] / [Code] / [Slides] / [Poster] / [机器之心] 

• Efficient Test-Time Model Adaptation without Forgetting

ICML 2022 (500+ citations🎉 )

Shuaicheng Niu*, Jiaxiang Wu*, Yifan Zhang*, Yaofo Chen, Shijian Zheng, Peilin Zhao, Mingkui Tan  

[PDF] / [Code] / [Poster] 

Professional Services

• Conference Area Chair: NeurIPS (25), ICLR (26)

• Conference Reviewer:  NeurIPS (20-25), CVPR (21-26), ICML (21-26), ICLR (22-26), AAAI (21-26), ICCV (23,25), ECCV (22), MICCAI (19-20) , ACL (25)

• Journal Reviewer: TPAMI, TIP, IJCV, JMLR,  TNNLS

Awards and Scholarships

• Google PhD Fellowship, 2023

• NeurIPS Top Reviewer, 2023

• NeurIPS Scholar Award, 2023

• Research Incentive Award, provided by National University of Singapore, 2023

• DAAD AInet Fellowship, 2023

• Dean's Graduate Research Excellence Award, provided by National University of Singapore, 2023

• NeurIPS Top Reviewer, 2022

• Research Achievement Award, provided by National University of Singapore, 2022

Thanks  for  your  attention !