SENWEI Liang

Assistant Professor, Math & Stats, Texas Tech University

Joined

February 2020

Names

SENWEI Liang (Preferred)

Senwei Liang

Emails

****@purdue.edu (Confirmed)

****@lbl.gov (Confirmed)

****@gmail.com (Confirmed)

****@ttu.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Math & Stats, Texas Tech University (ttu.edu)

2025 – Present

PhD student

Purdue University (purdue.edu)

2020 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

data-driven scientific machine learning

Present

Publications

AlterSGD: Finding Flat Minima for Continual Learning by Alternative Training
Zhongzhan Huang, Mingfu Liang, SENWEI Liang, Wei He
- 03 Apr 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
AlterSGD: Finding Flat Minima for Continual Learning by Alternative Training
Zhongzhan Huang, Mingfu Liang, SENWEI Liang, Wei He
- 01 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
The Lottery Ticket Hypothesis for Self-attention in Convolutional Neural Network
Zhongzhan Huang, Senwei Liang, Mingfu Liang, Wei He, Haizhao Yang, Liang Lin
- 2022 (modified: 01 Nov 2022)
- CoRR 2022
- Readers: Everyone
Stiffness-aware neural network for learning Hamiltonian systems
Senwei Liang, Zhongzhan Huang, Hong Zhang
- 2022 (modified: 01 Nov 2022)
- ICLR 2022
- Readers: Everyone
Finite Expression Method for Solving High-Dimensional Partial Differential Equations
Senwei Liang, Haizhao Yang
- 2022 (modified: 01 Nov 2022)
- CoRR 2022
- Readers: Everyone
Quantifying the spatial homogeneity of urban road networks via graph neural networks
Jiawei Xue, Nan Jiang, Senwei Liang, Qiyuan Pang, Takahiro Yabe, Satish V. Ukkusuri, Jianzhu Ma
- 2022 (modified: 01 Nov 2022)
- Nat. Mach. Intell. 2022
- Readers: Everyone
Accelerating Numerical Solvers for Large-Scale Simulation of Dynamical System via NeurVec
Zhongzhan Huang, Senwei Liang, Hong Zhang, Haizhao Yang, Liang Lin
- 2022 (modified: 01 Nov 2022)
- CoRR 2022
- Readers: Everyone
Stiffness-aware neural network for learning Hamiltonian systems
SENWEI Liang, Zhongzhan Huang, Hong Zhang
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone
Solving PDEs on Unknown Manifolds with Machine Learning
Senwei Liang, Shixiao W. Jiang, John Harlim, Haizhao Yang
- 2021 (modified: 01 Nov 2022)
- CoRR 2021
- Readers: Everyone
AlterSGD: Finding Flat Minima for Continual Learning by Alternative Training
Zhongzhan Huang, Mingfu Liang, Senwei Liang, Wei He
- 2021 (modified: 01 Nov 2022)
- CoRR 2021
- Readers: Everyone

View all 16 publications