Delay-Aware Graph Neural Stochastic Differential Equations for Financial Time Series Modeling and Forecasting.

@inproceedings{you-2026-delayaware, author = {Mingjie You and Dawei Cheng and Meilin Zhang and Peng Zhu and Yuqi Liang}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{Delay-Aware Graph Neural Stochastic Differential Equations for Financial Time Series Modeling and Forecasting}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {7967--7978}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792829}, doi = {https://doi.org/10.1145/3774904.3792829} }