Haohuan Fu

Full Professor, Earth System Science, Tsinghua University, Tsinghua University

Joined

July 2019

Names

Haohuan Fu

Emails

****@tsinghua.edu.cn (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Full Professor

Earth System Science, Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2018 – Present

Advisors, Relations & Conflicts

PhD Advisor

Oskar Mencer

2005 – 2009

PhD Advisor

Wayne Luk

2005 – 2009

Expertise

parallel data mining methods

2018 – Present

AI methods for earth system science

2016 – Present

supercomputing application

2009 – Present

Publications

ResCast: Enhancing Global Medium-range Precipitation Forecasting with Residual Diffusion Model
Guowen Li, Yang Liu, Shilei Cao, Mengxuan Chen, Xintong Liu, Xuehe Wang, Juepeng Zheng, Yuxiang Li, Zhiyu Ye, Haoyuan Liang, Fang Wang, Meng Jin, Hong Cheng, Haohuan Fu
- Submitted to ICLR 2026
- Readers: Everyone
Task-Adaptive Parameter-Efficient Fine-Tuning for Weather Foundation Models
Shilei Cao, Hehai Lin, Jiashun Cheng, Yang Liu, Guowen Li, Xuehe Wang, Juepeng Zheng, Haoyuan Liang, Meng Jin, Chengwei Qin, Hong Cheng, Haohuan Fu
- ICLR 2026 Poster
- Readers: Everyone
OSCAR: Orthogonalized Sequential Component Analysis for Tensor-on-Tensor Regression
Tianxiang Hao, Du chengshuo, Mengxuan Chen, Lixian Zhang, Ya Zhou, Kejun He, Haohuan Fu
- Submitted to ICLR 2026
- Readers: Everyone
Efficient Data Pruning Methods for Remote Sensing generative foundation Models
Fan Wei, Runmin Dong, Yushan Lai, Yixiang Yang, zhaoyang luo, Jinxiao Zhang, Miao Yang, Bin Luo, Haohuan Fu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
TianQuan-S2S: A Subseasonal-to-Seasonal Global Weather Model via Incorporate Climatology State
Guowen Li, Xintong Liu, Yang Liu, Mengxuan Chen, Shilei Cao, Xuehe Wang, Juepeng Zheng, Jinxiao Zhang, Haoyuan Liang, Lixian Zhang, Jiuke Wang, Meng Jin, Hong Cheng, Haohuan Fu
- ICLR 2026 Poster
- Readers: Everyone
UniFLoW: Universal Multi-Modal Federated LoRA Fine-Tuning Framework with Analytical Aggregation
Haoyuan Liang, Zhiyu Ye, Jielong Tang, Yang Yang, Shilei Cao, Fei Hu, Guowen Li, Zhiwei Zhang, Haohuan Fu, Juepeng Zheng
- Submitted to ICLR 2026
- Readers: Everyone
DiffLiG: Diffusion-enhanced Liquid Graph with Attention Propagation for Grid-to-Station Precipitation Correction
Yuxiang Li, Yang Zhang, Guowen Li, Mengxuan Chen, Meng Jin, Fang Wang, Haohuan Fu, Juepeng Zheng
- NeurIPS 2025 poster
- Readers: Everyone
SPFL: Sequential updates with Parallel aggregation for Enhanced Federated Learning under Category and Domain Shifts
Haoyuan Liang, Shilei Cao, Guowen Li, Zhiyu Ye, Haohuan Fu, Juepeng Zheng
- NeurIPS 2025 poster
- Readers: Everyone
SeasonBench-EA: A Multi-Source Benchmark for Seasonal Prediction and Numerical Model Post-Processing in East Asia
Mengxuan Chen, Guowen Li, Zou Ziheng, Fang Wang, Jinxiao Zhang, Runmin Dong, Juepeng Zheng, Haohuan Fu
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
GTPBD: A Fine-Grained Global Terraced Parcel and Boundary Dataset
Zhiwei Zhang, Zi Ye, Yibin Wen, Shuai Yuan, Haohuan Fu, Huang Jianxi, Juepeng Zheng
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone

View all 185 publications

Co-Authors

View all 330 co-authors