Publications

2025

1. ICLR

   SimpleTM: A Simple Baseline for Multivariate Time Series Forecasting

   Hui Chen, Viet Luong, Lopamudra Mukherjee, and 1 more author

   In The Thirteenth International Conference on Learning Representations, 2025

   Bib PDF Code

   @inproceedings{chen2025simpletm,
     title = {Simple{TM}: A Simple Baseline for Multivariate Time Series Forecasting},
     author = {Chen, Hui and Luong, Viet and Mukherjee, Lopamudra and Singh, Vikas},
     booktitle = {The Thirteenth International Conference on Learning Representations},
     year = {2025},
     url = {https://openreview.net/forum?id=oANkBaVci5},
   }

2023

1. TPAMI

   Contrastive Active Learning Under Class Distribution Mismatch

   Pan Du, Hui Chen, Suyun Zhao, and 3 more authors

   IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023

   DOI Bib PDF Code

   @article{9816025,
     author = {Du, Pan and Chen, Hui and Zhao, Suyun and Chai, Shuwen and Chen, Hong and Li, Cuiping},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
     title = {Contrastive Active Learning Under Class Distribution Mismatch},
     year = {2023},
     volume = {45},
     number = {4},
     pages = {4260-4273},
     keywords = {Semantics;Dogs;Annotations;Data models;Costs;Task analysis;Supervised learning;Active learning;class distribution mismatch;contrastive learning;machine learning},
     doi = {10.1109/TPAMI.2022.3188807},
   }

2021

1. ICCV

   Contrastive Coding for Active Learning Under Class Distribution Mismatch

   Pan Du, Suyun Zhao, Hui Chen, and 3 more authors

   In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), Oct 2021

   Bib PDF Code

   @inproceedings{Du_2021_ICCV,
     author = {Du, Pan and Zhao, Suyun and Chen, Hui and Chai, Shuwen and Chen, Hong and Li, Cuiping},
     title = {Contrastive Coding for Active Learning Under Class Distribution Mismatch},
     booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
     month = oct,
     year = {2021},
     pages = {8927-8936},
   }