Shaoming Xu

PhD student, Computer Science, University of Minnesota - Twin Cities

Joined

March 2022

Names

Shaoming Xu (Preferred)

Emails

****@umn.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Computer Science, University of Minnesota - Twin Cities (umn.edu)

2019 – 2026

Advisors, Relations & Conflicts

Coworker

Xiaowei Jia

Present

Coauthor

Ankush Khandelwal

Present

PhD Advisor

Vipin Kumar

Present

Expertise

Machine Learning

Present

Data Mining

Present

Deep Learning

Present

Publications

Message Propagation Through Time: An Algorithm for Sequence Dependency Retention in Time Series Modeling
Shaoming Xu, Ankush Khandelwal, Arvind Renganathan, Vipin Kumar
- SDM 2024
- Readers: Everyone
Mini-Batch Learning Strategies for modeling long term temporal dependencies: A study in environmental applications
Shaoming Xu, Ankush Khandelwal, Xiang Li, Xiaowei Jia, Licheng Liu, Jared Willard, Rahul Ghosh, Kelly Cutler, Michael S. Steinbach, Christopher J. Duffy, John Nieber, Vipin Kumar
- SDM 2023
- Readers: Everyone
Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems
Jared Willard, Xiaowei Jia, Shaoming Xu, Michael S. Steinbach, Vipin Kumar
- Published: 01 Jan 2023, Last Modified: 11 May 2023
- ACM Comput. Surv. 2023
- Readers: Everyone
Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making
Yolanda Gil, Daniel Garijo, Deborah Khider, Craig A. Knoblock, Varun Ratnakar, Maximiliano Osorio, Hernán Vargas, Minh Pham, Jay Pujara, Basel Shbita, Binh Vu, Yao-Yi Chiang, Dan Feldman, Yijun Lin, Hayley Song, Vipin Kumar, Ankush Khandelwal, Michael S. Steinbach, Kshitij Tayal, Shaoming Xu et al. (15 additional authors not shown)
- 2021 (modified: 05 Feb 2023)
- ACM Trans. Interact. Intell. Syst. 2021
- Readers: Everyone
Physics-Guided Recurrent Graph Model for Predicting Flow and Temperature in River Networks
Xiaowei Jia, Jacob Zwart, Jeffrey M. Sadler, Alison P. Appling, Samantha Oliver, Steven Markstrom, Jared Willard, Shaoming Xu, Michael S. Steinbach, Jordan S. Read, Vipin Kumar
- Published: 01 Jan 2021, Last Modified: 11 May 2023
- SDM 2021
- Readers: Everyone
Integrating Physics-Based Modeling with Machine Learning: A Survey
Jared Willard, Xiaowei Jia, Shaoming Xu, Michael S. Steinbach, Vipin Kumar
- 2020 (modified: 05 Feb 2025)
- CoRR 2020
- Readers: Everyone
Physics Guided Machine Learning Methods for Hydrology
Ankush Khandelwal, Shaoming Xu, Xiang Li, Xiaowei Jia, Michael S. Steinbach, Christopher J. Duffy, John Nieber, Vipin Kumar
- Published: 01 Jan 2020, Last Modified: 11 May 2023
- CoRR 2020
- Readers: Everyone
Physics-Guided Recurrent Graph Networks for Predicting Flow and Temperature in River Networks
Xiaowei Jia, Jacob Zwart, Jeffrey M. Sadler, Alison P. Appling, Samantha Oliver, Steven Markstrom, Jared Willard, Shaoming Xu, Michael S. Steinbach, Jordan S. Read, Vipin Kumar
- Published: 01 Jan 2020, Last Modified: 11 May 2023
- CoRR 2020
- Readers: Everyone

Co-Authors

View all 48 co-authors