@inproceedings{ijcai2026p274, title = {H²SCAN: Adaptive Time Series Representation Learning via Heterogeneous Hypergraph Structure-aware Contrasts}, author = {Chen, Biao and Tang, Zijie and Fang, Junhua and Lu, Feng and Zhang, Lang and Zhao, Pengpeng}, booktitle = {Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI-26}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, editor = {Diego Calvanese}, pages = {2465--2473}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/274}, url = {https://doi.org/10.24963/ijcai.2026/274}, }