Anthony

School Email: antonchen (at) pku.edu.cn
Personal Email:antochen (at) outlook.com
Research Interests
  • Generative Models
  • Representation Learning
Biography

I am currently a master student at Peking University, supervised by Dr. Shanghang Zhang. I received my B.S. in Computer Science from Peking University in 2023. I had the pleasure to visit Tel Aviv University working with Prof. Daniel Cohen-Or in 2025, and have remotely collaborated with Prof. Kurt Keutzer from UC Berkeley in 2024.

My research interest lies in Generative Models and Representation Learning. Currently I am woking on improving controllability of generative models.

I actively participate in InstantX, an organization that open-sources generative models. The projects I am part of have received over 15,000 stars on GitHub.

Publications (Full List)
[Abstraction in Style]
Abstraction in Style
Min Lu, Yuanfeng He, Anthony Chen, Jianhuang He, Daniel Cohen-Or, Hui Huang
Under Review
Paper
[Semantic-guided Recoloring]
Semantic-guided Recoloring for Compact Image Vectorization
Min Lu, Yuanfeng He, Anthony Chen, Zheng Gu, Zhida Sun, Zhenyu Wang, Daniel Cohen-Or, Hui Huang
Under Review
Paper
[WOW]
WOW: Towards a World Omniscient World Model through Embodied Interaction
WOW Team
Arxiv 2025
Paper Code
[GeoDrive]
GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control
Anthony Chen*, Wenzhao Zheng*, Yida Wang*, Xuesong Zhang, Kai Zhan, Pengjin Jia, Kurt Keutzer, Shanghang Zhang
Arxiv 2025
Paper Code
[EVA]
EVA: An Embodied World Model for Future Video Anticipation
Xiaowei Chi, Hengyuan Zhang, CK Fan, Xingyu Qi, Renrui Zhang, Anthony Chen, Chun Chan, Wei Xue, Wenhai Luo, et al.
ICML 2024
Paper
[Regional-Prompting-FLUX]
Training-free Regional Prompting for Diffusion Transformers
Anthony Chen, Jianjin Xu, Wenzhao Zheng, Gaole Dai, Yida Wang, Renrui Zhang, Haofan Wang, Shanghang Zhang
Arxiv 2024
Paper Code
[instantStyle]
InstantStyle: Free Lunch towards Style-Preserving in Text-to-Image Generation
Haofan Wang, Matteo Spinelli, Qixun Wang, Xu Bai, Zekui Qin, Anthony Chen
Arxiv 2024
Paper Code Website
[instantID]
InstantID: Zero-shot Identity-Preserving Generation in Seconds
Qixun Wang, Xu Bai, Haofan Wang, Zekui Qin, Anthony Chen
Arxiv 2024
Paper Code Website
[split_ensemble]
Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting
Anthony Chen*, Huanrui Yang*, Yulu Gan*, Denis A Gudovskiy, Zhen Dong, Haofan Wang, Tomoyuki Okuno, Yohei Nakata, Shanghang Zhang, Kurt Keutzer
ICML 2023
Paper Website
[pimae]
PiMAE: Point cloud and Image Interactive Masked Autoencoders for 3D Object Detecion
Anthony Chen*, Kevin Zhang*, Renrui Zhang, Zihan Wang, Yuheng Lu, Yandong Guo, and Shanghang Zhang
CVPR 2023
Paper Code Website
Misc

Languages: English(native), Chinese(native), Japanese(fluent), Russian(fluent), Canton(fluent), Hebrew(learning...)
Hobbies: Skiing, Baseball, Volleyball, Skateboarding