Anthony Chen

atchen (at) stanford.edu
antonchen (at) outlook.com

Biography

I am a visiting scholar in the Computer Science Department at Stanford University, working with Prof. Maneesh Agrawala. My research interest lies in generative models, with a focus on improving the controllability of image and video generation.

I received my M.S. in Computer Science from Peking University, advised by Dr. Shanghang Zhang, and my B.S. in Computer Science from Peking University in 2023.

Experience

Stanford UniversitySince 2026

Visiting Scholar

Hosted by Prof. Maneesh Agrawala.
Lightricks2025 to 2026

Research Intern

Joint audio-visual video generation; led JUST-DUB-IT (SIGGRAPH 2026).
Tel Aviv University2025

Visiting Student

With Prof. Daniel Cohen-Or.
Li Auto2024 to 2025

Research Intern

Driving world models; led GeoDrive (ICRA 2026).
UC Berkeley2024

Remote Research Collaborator

With Prof. Kurt Keutzer.
Xiaohongshu (RED)2023 to 2024

Research Intern

Controllable image generation with InstantX: InstantID and InstantStyle.

Publications Full list

[JUST-DUB-IT]

JUST-DUB-IT: Video Dubbing via Joint Audio-Visual Diffusion

Anthony Chen, Naomi Ken Korem, Tavi Halperin, Matan Ben Yosef, Urska Jelercic, Ofir Bibi, Or Patashnik, Daniel Cohen-Or

SIGGRAPH 2026

Paper Project Code

Abstraction in Style: an input robot, its abstraction, and the stylized output for each of five reference styles

Abstraction in Style

Min Lu, Yuanfeng He, Anthony Chen, Jianhuang He, Daniel Cohen-Or, Hui Huang

SIGGRAPH 2026

Paper Project Code

[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

ICRA 2026

Paper Code

[EVA]

EVA: An Embodied World Model for Future Video Anticipation

Xiaowei Chi, Hengyuan Zhang, CK Fan, Xingyu Qi, Renrui Zhang, Anthony Chen, Chi-Min Chan, Wei Xue, Qifeng Liu, Shanghang Zhang

ICML 2025

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 2024

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