We Need a More Robust Classifier: Dual Causal Learning Empowers Domain-Incremental Time Series Classification
Northeastern University · Xi'an Jiaotong University · National University of Defense Technology · University of Science and Technology of China
- Proceedings of the ACM Web Conference 2026
- 2026-04-09
- 1
@inproceedings{liu2026need,
title = {We Need a More Robust Classifier: Dual Causal Learning Empowers Domain-Incremental Time Series Classification},
author = {Zhipeng Liu and Peibo Duan and Xuan Tang and Haodong Jing and Mingyang Geng and Yongsheng Huang and Jialu Xu and Bin Zhang and Binwu Wang},
year = {2026},
booktitle = {Proceedings of the ACM Web Conference 2026},
eprint = {2601.10312},
archivePrefix = {arXiv},
doi = {10.1145/3774904.3792373},
url = {https://arxiv.org/abs/2601.10312},
}