WWW · 2026 · Conference paper

We Need a More Robust Classifier: Dual Causal Learning Empowers Domain-Incremental Time Series Classification

Zhipeng Liu, Peibo Duan, Xuan Tang, Haodong Jing, Mingyang Geng, Yongsheng Huang, Jialu Xu, Bin Zhang, Binwu Wang

Published in: The Web Conference
Date: 2026-01-15
Citations: 1
arXiv: 2601.10312 ↗

Cite

@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 = {The Web Conference},
  eprint = {2601.10312},
  archivePrefix = {arXiv},
  doi = {10.1145/3774904.3792373},
  url = {https://arxiv.org/abs/2601.10312},
}