@inproceedings{ijcai2026p500, title = {Reducing Bias and Variance: Generative Semantic Guidance and Bi-Layer Ensemble for Image Clustering}, author = {Li, Feijiang and Li, Zhenxiong and Wang, Jieting and Jiu, Zizheng and Liu, Saixiong and Du, Liang}, 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 = {4492--4500}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/500}, url = {https://doi.org/10.24963/ijcai.2026/500}, }