@article{learninglongrangespatiotemporalrepresent, title = {Learning Long Range Spatio-Temporal Representations over Continuous Time Dynamic Graphs with State Space Models}, author = {Ayushman Raghuvanshi and Thummaluru Siddartha Reddy and Sundeep Prabhakar Chepuri and Mahesh Chandran}, year = {2026}, eprint = {2606.04672}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.04672}, }