Scholar
Mingsheng Long
Google Scholar ID: _MjXpXkAAAAJ
Associate Professor, Tsinghua University
Citations & Impact
Citations
47,436
H-index
81
i10-index
124
Publications
20
Co-authors
20
list available
Publications
Resume (English only)
Academic Achievements
- NowcastNet, a big nowcasting model for extreme precipitation, published in Nature 2023 and featured in News and Views; received Outstanding Paper Award at World AI Conference.
- Corrformer, a unified forecasting model for worldwide stations, published as Cover Article in Nature Machine Intelligence 2023; received Honorable Mention for Outstanding Paper Award at World AI Conference.
- Autoformer ranked 10th among most influential papers at NeurIPS 2021.
- Conditional Domain Adversarial Network (CDAN) ranked 6th at NeurIPS 2018.
- Joint Adaptation Network (JAN) ranked 10th at ICML 2017.
- Deep Adaptation Network (DAN) ranked 5th at ICML 2015 and received Test of Time Award at FTL-IJCAI.
- Joint Distribution Adaptation (JDA) ranked 2nd at ICCV 2013.
- PhD thesis 'Transfer Learning: Problems and Methods' (2014, in Chinese) provides a systematic treatment of transfer learning.
