@inproceedings{ijcai2026p273, title = {Bridging the Semantic Gap: Leveraging LLMs for Hierarchical Interest Evolution in Sequential Recommendation}, author = {Cao, Yifan and Wu, Rui and Wang, Xiang and Peng, Wei and Xu, Wei and Sun, Caihong and Zeng, Jian}, 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 = {2456--2464}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/273}, url = {https://doi.org/10.24963/ijcai.2026/273}, }