@inproceedings{ijcai2025p478, title = {Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting}, author = { Chen, Wei and Zhang, Jiahao and Zhu, Haipeng and Xu, Boyan and Hao, Zhifeng and Zhang, Keli and Ye, Junjian and Cai, Ruichu}, booktitle = {Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, {IJCAI-25}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, editor = {James Kwok}, pages = {4292--4300}, year = {2025}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2025/478}, url = {https://doi.org/10.24963/ijcai.2025/478}, }