Xiaowei Jia

Assistant Professor, Computer Science, University of Pittsburgh

Joined

July 2019

Names

Xiaowei Jia

Emails

****@umn.edu (Confirmed)

****@pitt.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Computer Science, University of Pittsburgh (pitt.edu)

2020 – Present

PhD student

University of Minnesota, Minneapolis (umn.edu)

2015 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Vipin Kumar

2015 – 2020

Expertise

Data mining

2012 – Present

Machine Learning

2012 – Present

Sequetial modeling

2012 – Present

Physics-guided machine learning

2012 – Present

Graph mining

2012 – Present

Publications

AgroFlux: A Spatial-Temporal Benchmark for Carbon and Nitrogen Flux Prediction in Agricultural Ecosystems
Qi Cheng, Licheng Liu, Yao Zhang, Mu Hong, Yiqun Xie, Xiaowei Jia
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Accelerating MHC-II Epitope Discovery via Multi-Scale Prediction in Antigen Presentation
Yue Wan, Jiayi Yuan, ZHIWEI FENG, Xiaowei Jia
- Submitted to ICLR 2026
- Readers: Everyone
Knowledge-guided assimilation to bridge the gap between sensing and modeling with indirect labels for global-scale carbon monitoring
Shuo Xu, Zhihao Wang, Ruichen Wang, Xiaowei Jia, Lei Ma, George C. Hurtt, Yiqun Xie
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
TreeFinder: A US-Scale Benchmark Dataset for Individual Tree Mortality Monitoring Using High-Resolution Aerial Imagery
Zhihao Wang, Cooper Li, Ruichen Wang, Lei Ma, George Hurtt, Xiaowei Jia, Gengchen Mai, Zhili Li, Yiqun Xie
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
CarbonGlobe: A Global-Scale, Multi-Decade Dataset and Benchmark for Carbon Forecasting in Forest Ecosystems
Zhihao Wang, Lei Ma, George Hurtt, Xiaowei Jia, Yanhua Li, Ruohan Li, Zhili Li, Shuo Xu, Yiqun Xie
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Temporal Environment-Aware Image Generation via Latent Diffusion
Nasrin Kalanat, Yiqun Xie, Yanhua Li, Xiaowei Jia
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
Physics-enhanced Neural Operator: An Application in Simulating Turbulent Transport
Shengyu Chen, Peyman Givi, Can Zheng, Xiaowei Jia
- Submitted to ICLR 2025
- Readers: Everyone
Scaling Generative Tabular Learning for Large Language Models
Yiming Sun, Xumeng Wen, Shun Zheng, Xiaowei Jia, Jiang Bian
- TRL @ NeurIPS 2024 Poster
- Readers: Everyone
SolarCube: An Integrative Benchmark Dataset Harnessing Satellite and In-situ Observations for Large-scale Solar Energy Forecasting
Ruohan Li, Yiqun Xie, Xiaowei Jia, Dongdong Wang, Yanhua Li, Yingxue Zhang, Zhihao Wang, Zhili Li
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
LITE: Modeling Environmental Ecosystems with Multimodal Large Language Models
Haoran Li, Junqi Liu, Zexian Wang, Shiyuan Luo, Xiaowei Jia, Huaxiu Yao
- COLM
- Readers: Everyone

View all 52 publications

Co-Authors

View all 93 co-authors