About me
Hi! I am currently a Ph.D. student at Georgia Tech, majoring in Computer Science, advised by Prof. Bo Zhu in Computer Graphics Lab.
Research
Two-phase Impulse Fluid on Particle Flow Map
IEEE Transactions on Visualization and Computer Graphics (TVCG 2026)
Hui Wang, Jinjin He, Xubo Yang
Paper Project Page
IEEE Transactions on Visualization and Computer Graphics (TVCG 2026)
Hui Wang, Jinjin He, Xubo Yang
Paper Project Page
Hermite-NGP: Gradient-Augmented Hash Encoding for Learning PDEs
International Conference on Machine Learning (ICML 2026)
Jinjin He, Zhiqi Li, Sinan Wang, Bo Zhu
Paper Project Page
International Conference on Machine Learning (ICML 2026)
Jinjin He, Zhiqi Li, Sinan Wang, Bo Zhu
Paper Project Page
Trajectory Consistency for One-Step Generation on Euler Mean Flows
International Conference on Machine Learning (ICML 2026)
Zhiqi Li, Yuchen Sun, Duowen Chen, Jinjin He, Bo Zhu
Paper Project Page
International Conference on Machine Learning (ICML 2026)
Zhiqi Li, Yuchen Sun, Duowen Chen, Jinjin He, Bo Zhu
Paper Project Page
Generative Modeling with Orbit-Space Particle Flow Matching
SIGGRAPH 2026 (ACM Transactions on Graphics)
Sinan Wang*, Jinjin He*, Shenyifan Lu, Ruicheng Wang, Greg Turk, Bo Zhu(* co-first author)
Paper Project Page
SIGGRAPH 2026 (ACM Transactions on Graphics)
Sinan Wang*, Jinjin He*, Shenyifan Lu, Ruicheng Wang, Greg Turk, Bo Zhu(* co-first author)
Paper Project Page
A Level Set Method on Particle Flow Maps
Arxiv
Jinjin He, Taiyuan Zhang, Zhiqi Li, Junwei Zhou, Duowen Chen, Bo Zhu
Paper
Arxiv
Jinjin He, Taiyuan Zhang, Zhiqi Li, Junwei Zhou, Duowen Chen, Bo Zhu
Paper
An Adjoint Method for Differentiable Fluid Simulation on Flow Maps
SIGGRAPH Asia 2025
Zhiqi Li*, Jinjin He*, Barnabás Börcsök, Taiyuan Zhang, Duowen Chen, Tao Du, Ming Lin, Greg Turk, Bo Zhu (* co-first author)
Paper Project Page
SIGGRAPH Asia 2025
Zhiqi Li*, Jinjin He*, Barnabás Börcsök, Taiyuan Zhang, Duowen Chen, Tao Du, Ming Lin, Greg Turk, Bo Zhu (* co-first author)
Paper Project Page
Fluid Simulation on Compressible Flow Maps
ACM Transactions on Graphics (SIGGRAPH 2025)
Duowen Chen*, Zhiqi Li*, Taiyuan Zhang, Jinjin He, Junwei Zhou, Bart G van Bloemen Waanders, Bo Zhu(* co-first author)
Paper Project Page
ACM Transactions on Graphics (SIGGRAPH 2025)
Duowen Chen*, Zhiqi Li*, Taiyuan Zhang, Jinjin He, Junwei Zhou, Bart G van Bloemen Waanders, Bo Zhu(* co-first author)
Paper Project Page
Multi-level Partition of Unity on Differentiable Moving Particles
ACM Transactions on Graphics (SIGGRAPH Asia 2024)
Jinjin He, Taiyuan Zhang, Hiroki Kobayashi, Atsushi Kawamoto, Yuqing Zhou, Tsuyoshi Nomura, Bo Zhu
Paper Project Page
ACM Transactions on Graphics (SIGGRAPH Asia 2024)
Jinjin He, Taiyuan Zhang, Hiroki Kobayashi, Atsushi Kawamoto, Yuqing Zhou, Tsuyoshi Nomura, Bo Zhu
Paper Project Page
Projects
I’ve worked on a range of projects, from computer graphics and game development to compilers and more. Check out Projects to explore more my works in detail. 