@inproceedings{ijcai2025p732, title = {Wave-driven Graph Neural Networks with Energy Dynamics for Over-smoothing Mitigation}, author = {Wu, Peihan and Qi, Hongda and Huang, Sirong and An, Dongdong and Lian, Jie and Zhao, Qin}, 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 = {6579--6587}, year = {2025}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2025/732}, url = {https://doi.org/10.24963/ijcai.2025/732}, }