AAAI · 2026 · Conference paper

R-Tuning: Wavelet-Decomposed Replay and Semantic Alignment for Continual Adaptation of Pretrained Time-Series Models

Tianyi Yin, Jingwei Wang, Chenze Wang, Han Wang, Jiexuan Cai, Min Liu, Yunlong Ma, Kun Gao, Yuting Song, Weiming Shen

Tongji University · Moscow State University of Printing Arts · Agency for Science, Technology and Research · Huazhong University of Science and Technology

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Published in
Proceedings of the AAAI Conference on Artificial Intelligence
Date
2026-03-14
Citations
0
arXiv
2511.11685
Cite
@inproceedings{yin2026rtuning,
  title = {R-Tuning: Wavelet-Decomposed Replay and Semantic Alignment for Continual Adaptation of Pretrained Time-Series Models},
  author = {Tianyi Yin and Jingwei Wang and Chenze Wang and Han Wang and Jiexuan Cai and Min Liu and Yunlong Ma and Kun Gao and Yuting Song and Weiming Shen},
  year = {2026},
  booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
  eprint = {2511.11685},
  archivePrefix = {arXiv},
  doi = {10.1609/aaai.v40i33.40010},
  url = {https://arxiv.org/abs/2511.11685},
}