Yushen Huang

I am currently a computer science Ph.D. student at SUNY Stony Brook. Before joining the Ph.D. program, I studied at Rensselaer Polytechnic Institute. 

I am advised by Michael Bender and Yifan Sun. I am also a member of IACS. 

My research interests are randomized algorithms, parallel algorithms, data structure, and machine learning algorithms.

Download: Resume

Link to my Blog: Blog

Preprints and Workshop Paper

1. "Approximate backwards differentiation of gradient flow", Y. Huang, T. Lee, Y. Sun (Neurips OPTML 2023)  (arxiv)

2. "Unraveling Managerial Tangents in Firm Disclosure: Concealing Issues or Being Exposed?", X. Zhou, Y. Huang, (arxiv)

Publication Lists

3. "Spatial parameterization of attachment processes in molecular motor-cargo systems", P. Kramer, A. Choudhary, Y. Huang (Biophysical Journal), (link)

4. "On the Difficulty of Intersection Checking with Polynomial Zonotopes",  Y. Huang, E. Luo, S. Bak and Y. Sun (ATVA2023), (link)

5. "Fast Option Pricing using Nonlinear Stencils", Z. Ahmad, R. Chowdhury, R. Das, Y. Huang, Y. Zhu (*)(PPOPP2024), (arxiv)

6. "Reachability Analysis for Linear Systems with Uncertain Parameters using Polynomial Zonotopes", Y. Huang, E, Luo, S. Bak, Y. Sun (Nonlinear Analysis: Hybrid Systems) (link)

7. "Sparse Intersection Checking for Sparse Polynomial Zonotopes", Y. Huang, E, Luo, S. Bak, Y. Sun (HSCC2025)

[Author lists ending with (*) are presented alphabetically as is customary in theoretical computer science.]