temporal point process

Detecting the Future: All-at-Once Event Sequence Forecasting with Horizon Matching AAAI 2026 METP: Multi-Granularity Integration of External Covariates for Temporal Point Processes AAAI 2026 ST-TPP: Learning Semi-Transductive Temporal Point Processes with Gromov-Wasserstein Barycentric Regularization AAAI 2026 A Plug-and-Play Bregman ADMM Module for Inferring Event Branches in Temporal Point Processes AAAI 2025 Deep Representation Learning for Forecasting Recursive and Multi-Relational Events in Temporal Networks AAAI 2025 Differentiable Adversarial Attacks for Marked Temporal Point Processes AAAI 2025 Evolving Minds: Logic-Informed Inference from Temporal Action Patterns ICML 2025 ExPERT: Modeling Human Behavior Under External Stimuli Aware Personalized MTPP AAAI 2025 Flow-Based Delayed Hawkes Process UAI 2025 Kairos: Redefining Event and Time Prediction with Language Modeling ACML 2025 Learning Neural Jump Stochastic Differential Equations with Latent Graph for Multivariate Temporal Point Processes IJCAI 2025 Neural Temporal Point Processes for Forecasting Directional Relations in Evolving Hypergraphs AAAI 2025 On Non-asymptotic Theory of Recurrent Neural Networks in Temporal Point Processes JMLR 2025 Retrieval of Temporal Event Sequences from Textual Descriptions NAACL 2025 TPP-Gaze: Modelling Gaze Dynamics in Space and Time with Neural Temporal Point Processes WACV 2025 XTSFormer: Cross-Temporal-Scale Transformer for Irregular-Time Event Prediction in Clinical Applications AAAI 2025 A Variational Autoencoder for Neural Temporal Point Processes with Dynamic Latent Graphs AAAI 2024 DAG-Informed Structure Learning from Multi-Dimensional Point Processes JMLR 2024 EasyTPP: Towards Open Benchmarking Temporal Point Processes ICLR 2024 Learning multivariate temporal point processes via the time-change theorem AISTATS 2024 Probabilistic Modeling for Sequences of Sets in Continuous-Time AISTATS 2024 Unveiling Latent Causal Rules: A Temporal Point Process Approach for Abnormal Event Explanation AISTATS 2024 Add and Thin: Diffusion for Temporal Point Processes NeurIPS 2023 Automatic Integration for Fast and Interpretable Neural Point Processes L4DC 2023 Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes AAAI 2023