Li, Guowen

7 publications

ICLR 2026 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 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

CVPR 2025 ADU: Adaptive Detection of Unknown Categories in Black-Box Domain Adaptation Yushan Lai, Guowen Li, Haoyuan Liang, Juepeng Zheng, Zhiyu Ye

NeurIPS 2025 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 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 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

AAAI 2025 TTA-FedDG: Leveraging Test-Time Adaptation to Address Federated Domain Generalization Haoyuan Liang, Xinyu Zhang, Shilei Cao, Guowen Li, Juepeng Zheng