ResoNet: Robust and Explainable ENSO Forecasts with Hybrid Convolution and Transformer Networks. - Pumeng Lyu; Tao Tang; Fenghua Ling; Jing-Jia Luo; Niklas Boers; Wanli Ouyang; Lei Bai 001 (CoRR, 2023)

MLP Can Be a Good Transformer Learner. - Sihao Lin; Pumeng Lyu; Dongrui Liu; Tao Tang; Xiaodan Liang; Andy Song; Xiaojun Chang (CVPR, 2024)

ORCA: A Global Ocean Emulator for Multi-year to Decadal Predictions. - Zijie Guo; Pumeng Lyu; Fenghua Ling; Jing-Jia Luo; Niklas Boers; Wanli Ouyang; Lei Bai 001 (CoRR, 2024)

ReconMOST: Multi-Layer Sea Temperature Reconstruction with Observations-Guided Diffusion. - Yuanyi Song; Pumeng Lyu; Ben Fei; Fenghua Ling; Wanli Ouyang; Lei Bai 001 (CoRR, 2025)