Yitong Deng 邓宜桐
I am a second-year Ph.D. student in CS at Stanford advised by Prof. Ron Fedkiw. My research interest lies in computer graphics, computational physics, and machine learning.
I strive to design numerical methods grounded in physical and mathematical principles to faithfully and efficiently simulate the motion of real-world objects.
Before joining Stanford, I received my M.S. from Dartmouth College, where I was very fortunate to work with Prof. Bo Zhu.
I received my B.A. summa cum laude from Colby College.
Email: yitongd [at] stanford (dot) edu
Publications
Go-with-the-Flow: Motion-Controllable Video Diffusion Models Using Real-Time Warped Noise
Arxiv
Ryan Burgert, Yuancheng Xu, Wenqi Xian, Oliver Pilarski, Pascal Clausen, Mingming He, Li Ma, Yitong Deng, Lingxiao Li, Mohsen Mousavi, Michael Ryoo, Paul Debevec, Ning Yu
[paper] [webpage] [video]
Infinite-Resolution Integral Noise Warping for Diffusion Models
ICLR 2025
Yitong Deng, Winnie Lin, Lingxiao Li, Dmitriy Smirnov, Ryan Burgert, Ning Yu, Vincent Dedun, and Mohammad H. Taghavi
[paper] [webpage] [video]
An Eulerian Vortex Method on Flow Maps
ACM Transactions on Graphics (SIGGRAPH Asia 2024)
Sinan Wang, Yitong Deng, Molin Deng, Hong-Xing Yu, Junwei Zhou, Duowen Chen, Taku Komura, Jiajun Wu, and Bo Zhu
[paper] [webpage] [video]
Eulerian-Lagrangian Fluid Simulation on Particle Flow Maps
ACM Transactions on Graphics (SIGGRAPH 2024)
Junwei Zhou, Duowen Chen, Molin Deng, Yitong Deng, Yuchen Sun, Sinan Wang, Shiying Xiong, Bo Zhu
[paper] [webpage] [video]
A Vortex Particle-on-Mesh Method for Soap Film Simulation
ACM Transactions on Graphics (SIGGRAPH 2024)
Ningxiao Tao, Liangwang Ruan, Yitong Deng, Bo Zhu, Bin Wang, Baoquan Chen
[paper] [webpage] [video]
Fluid Simulation on Neural Flow Maps
ACM Transactions on Graphics (SIGGRAPH Asia 2023)
Best Paper Award
Yitong Deng, Hong-Xing "Koven" Yu, Diyang Zhang, Jiajun Wu, and Bo Zhu
[paper] [webpage] [video]
Second-Order Finite Elements for Deformable Surfaces
SIGGRAPH Asia 2023
Qiqin Le, Yitong Deng, Jiamu Bu, Bo Zhu, and Tao Du
[paper] [webpage] [video]
Inferring Hybrid Fluid Fields from Videos
NeurIPS 2023
Hong-Xing "Koven" Yu*, Yang Zheng*, Yuan Gao, Yitong Deng, Bo Zhu, Jiajun Wu
[paper] [webpage] [video]
Learning Vortex Dynamics For Fluid Inference and Prediction
ICLR 2023
Yitong Deng, Hong-Xing "Koven" Yu, Jiajun Wu, and Bo Zhu
[paper] [webpage] [video]
A Moving Eulerian-Lagrangian Particle Method for Thin Film and Foam Simulation
ACM Transactions on Graphics (SIGGRAPH 2022)
Yitong Deng, Mengdi Wang, Xiangxin Kong, Shiying Xiong, Zangyueyang Xian, and Bo Zhu
[paper] [webpage] [video]
Neural Vortex Method: from Finite Lagrangian Particles to Infinite Dimensional Eulerian Dynamics
Computers and Fluids
Shiying Xiong, Xingzhe He, Yunjin Tong, Yitong Deng, and Bo Zhu
[paper]
Thin-Film Smoothed Particle Hydrodynamics Fluid
ACM Transactions on Graphics (SIGGRAPH 2021)
Mengdi Wang, Yitong Deng, Xiangxin Kong, Aditya Prasad, Shiying Xiong, and Bo Zhu
[paper] [webpage] [video]
Soft Multicopter Control Using Neural Dynamics Identification
CoRL 2020
Yitong Deng, Yaorui Zhang, Xingzhe He, Shuqi Yang, Yunjin Tong, Michael Zhang, Daniel DiPietro, and Bo Zhu
[paper] [video] [presentation]