Shuqi Yang

Email: shuqi.yang.98@gmail.com

About Me

I am a Software Engineer at Meta. My current work focuses on large-scale training performance optimization, including distributed training, kernel development, and quantization techiques. Over the past 2.5 years, I have been working on the PyTorch Training Enablement team. Prior to that, I spent 2 years on Stream Processing infrastructure.

Before joining industry, I received my M.S. from Dartmouth College, where I was fortunate to be advised by Prof. Bo Zhu. My research focused on computer graphics, physical simulation, and machine learning. Before Dartmouth, I earned my B.Eng. degree from Dalian University of Technology.

Publications

MoEBlaze: Breaking the Memory Wall for Efficient MoE Training on Modern GPUs
Conference on Machine Learning and Systems (MLSys 2026)
Jiyuan Zhang, Yining Liu, Siqi Yan, Lisen Deng, Jennifer Cao, Shuqi Yang, Bi Xue, Min Ni, Shen Li
[paper] [webpage]

RoeNet: Predicting Discontinuity of Hyperbolic Systems from Continuous Data
International Journal for Numerical Methods in Engineering (IJNME), Volume 125, 2024
Yunjin Tong, Shiying Xiong, Xingzhe He, Shuqi Yang, Zheming Wang, Ruochen Tao, Ruimiao Liu, Bo Zhu
[paper]

Impulse Fluid Simulation
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Fan Feng, Jinyuan Liu, Shiying Xiong, Shuqi Yang, Yaorui Zhang, Bo Zhu
[paper] [video] [webpage]

Clebsch Gauge Fluid
ACM Transactions on Graphics (SIGGRAPH 2021)
Shuqi Yang, Shiying Xiong, Yaorui Zhang, Fan Feng, Jinyuan Liu, Bo Zhu
[paper] [code] [video] [webpage]

Nonseparable Symplectic Neural Networks
International Conference on Learning Representations (ICLR 2021)
Shiying Xiong, Yunjin Tong, Xingzhe He, Shuqi Yang, Cheng Yang, Bo Zhu
[paper] [supplementary][webpage]

Soft Multicopter Control using Neural Dynamics Identification
Conference on Robot Learning (CoRL 2020)
Yitong Deng, Yaorui Zhang, Xingzhe He, Shuqi Yang, Yunjin Tong, Michael Zhang, Daniel M. DiPietro, Bo Zhu
[paper] [video] [presentation]

Learning Physical Constraints with Neural Projections
Neural Information Processing Systems (NeurIPS 2020)
Shuqi Yang, Xingzhe He, Bo Zhu
[paper] [code] [webpage]

Thesis:
Learning and Simulation Algorithms for Constraint Physical Systems
Master’s thesis, Dartmouth College