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hawkes process

90 papers

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Also known as

HP

Co-occurring keywords

point process (109) temporal point process (77) variational inference (2069) event sequence (55) stochastic process (388) bayesian inference (1907) temporal modeling (468) intensity function (19) social network (227) gibbs sampling (201)

Papers

Suggest-Verify-Revise: A Three-Stage Document-Level Event Causality Identification with Narrative Consistency ACL 2026
A Spatio-Temporal Point Process for Fine-Grained Modeling of Reading Behavior ACL 2025
Public Opinion Field Effect and Hawkes Process Join Hands for Information Popularity Prediction AAAI 2025
Hawkes based Representation Learning for Reasoning over Scale-free Community-structured Temporal Knowledge Graphs COLING 2025
Dynamic Higher-Order Relations and Event-Driven Temporal Modeling for Stock Price Forecasting IJCAI 2025
Community-Aware Variational Autoencoder for Continuous Dynamic Networks AAAI 2025
Scalable and Adaptive Variational Bayes Methods for Hawkes Processes JMLR 2025
Conjugate Bayesian Two-step Change Point Detection for Hawkes Process NIPS 2024
HTCCN: Temporal Causal Convolutional Networks with Hawkes Process for Extrapolation Reasoning in Temporal Knowledge Graphs NAACL 2024
Provable local learning rule by expert aggregation for a Hawkes network AISTATS 2024
Exciting Mood Changes: A Time-aware Hierarchical Transformer for Change Detection Modelling ACL 2024
Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes AISTATS 2024
Virtual-Event-Based Posterior Sampling and Inference for Neyman-Scott Processes JMLR 2024
Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal Correlations AAAI 2024
FaDIn: Fast Discretized Inference for Hawkes Processes with General Parametric Kernels ICML 2023
Keep-Alive Caching for the Hawkes process UAI 2023
Detection of Short-Term Temporal Dependencies in Hawkes Processes with Heterogeneous Background Dynamics UAI 2023
Inference for mark-censored temporal point processes UAI 2023
Hawkes Process Based on Controlled Differential Equations IJCAI 2023
Hawkes Process with Flexible Triggering Kernels MLHC 2023
Modeling User Satisfaction Dynamics in Dialogue via Hawkes Process ACL 2023
Structural Hawkes Processes for Learning Causal Structure from Discrete-Time Event Sequences IJCAI 2023
Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes AAAI 2023
Scalable marked point processes for exchangeable and non-exchangeable event sequences AISTATS 2023
Linking Transformer to Hawkes Process for Information Cascade Prediction (Student Abstract) AAAI 2022