@inproceedings{ijcai2026p141, title = {COAL: Counterfactual and Observation-Enhanced Alignment Learning for Discriminative Referring Multi-Object Tracking}, author = {Jia, Shukun and Hu, Shiyu and Wang, Yipei and Cheng, Ximeng and Cao, Yichao and Lu, Xiaobo}, 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 = {1261--1269}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/141}, url = {https://doi.org/10.24963/ijcai.2026/141}, }