@article{bridgingdiscretemarksandcontinuousdynami, title = {Bridging Discrete Marks and Continuous Dynamics: Dual-Path Cross-Interaction for Marked Temporal Point Processes}, author = {Yuxiang Liu and Qiao Liu and Tong Luo and Yanglei Gan and Peng He and Yao LIu}, year = {2026}, eprint = {2603.11462}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.11462}, }