Tian Zheng

Full Professor, Columbia University

Joined

July 2019

Names

Tian Zheng (Preferred)

Emails

****@stat.columbia.edu (Confirmed)

****@columbia.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

ORCID

Wikipedia

Career & Education History

Full Professor

Columbia University (columbia.edu)

2017 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

"Rebuilding" Statistics in the Age of AI: A Town Hall Discussion on Culture, Infrastructure, and Training
David L. Donoho, Jian Kang, Xihong Lin, Bhramar Mukherjee, Dan Nettleton, Rebecca Nugent, Abel Rodriguez, Eric P. Xing, Tian Zheng, Hongtu Zhu
- CoRR 2026
- Readers: Everyone
Calibrating Geophysical Predictions under Constrained Probabilistic Distributions
Zhewen Hou, Jiajin Sun, Subashree Venkatasubramanian, Peter Jin, Shuolin Li, Tian Zheng
- CoRR 2025
- Readers: Everyone
Power Ensemble Aggregation for Improved Extreme Event AI Prediction
Julien Collard, Pierre Gentine, Tian Zheng
- CoRR 2025
- Readers: Everyone
Crowdsourcing the Frontier: Advancing Hybrid Physics-ML Climate Simulation via a $50,000 Kaggle Competition
Jerry Lin, Zeyuan Hu, Tom Beucler, Katherine Frields, Hannah Christensen, Walter M. Hannah, Helge Heuer, Peter Ukkonnen, Laura A. Mansfield, Tian Zheng, Liran Peng, Ritwik Gupta, Pierre Gentine, Yusef Al-Naher, Mingjiang Duan, Kyo Hattori, Weiliang Ji, Chunhan Li, Kippei Matsuda, Naoki Murakami et al. (7 additional authors not shown)
- CoRR 2025
- Readers: Everyone
Machine Learning Workflows in Climate Modeling: Design Patterns and Insights from Case Studies
Tian Zheng, Subashree Venkatasubramanian, Shuolin Li, Amy Braverman, Xinyi Ke, Zhewen Hou, Peter Jin, Samarth Sanjay Agrawal
- CoRR 2025
- Readers: Everyone
AutoClimDS: Climate Data Science Agentic AI - A Knowledge Graph is All You Need
Ahmed Jaber, Wangshu Zhu, Karthick Jayavelu, Justin Downes, Sameer Mohamed, Candace Agonafir, Linnia Hawkins, Tian Zheng
- CoRR 2025
- Readers: Everyone
AI Education in Higher Education: A Taxonomy for Curriculum Reform and the Mission of Knowledge
Tian Zheng
- CoRR 2025
- Readers: Everyone
ClimSim-Online: A Large Multi-Scale Dataset and Framework for Hybrid Physics-ML Climate Emulation
Sungduk Yu, Zeyuan Hu, Akshay Subramaniam, Walter M. Hannah, Liran Peng, Jerry Lin, Mohamed Aziz Bhouri, Ritwik Gupta, Björn Lütjens, Justus C. Will, Gunnar Behrens, Julius J. M. Busecke, Nora Loose, Charles Stern, Tom Beucler, Bryce E. Harrop, Helge Heuer, Benjamin R. Hillman, Andrea M. Jenney, Nana Liu et al. (27 additional authors not shown)
- J. Mach. Learn. Res. 2025
- Readers: Everyone
Online estimation and community detection of network point processes for event streams
Guanhua Fang, Owen G. Ward, Tian Zheng
- Stat. Comput. 2024
- Readers: Everyone
ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation
Sungduk Yu, Walter Hannah, Liran Peng, Jerry Lin, Mohamed Aziz Bhouri, Ritwik Gupta, Björn Lütjens, Justus Christopher Will, Gunnar Behrens, Julius Busecke, Nora Loose, Charles I Stern, Tom Beucler, Bryce Harrop, Benjamin R Hillman, Andrea Jenney, Savannah Ferretti, Nana Liu, Anima Anandkumar, Noah D Brenowitz et al. (36 additional authors not shown)
- NeurIPS 2023 Datasets and Benchmarks Oral
- Readers: Everyone

View all 45 publications

Co-Authors

View all 185 co-authors