Implementation of "Detecting Anomalous Event Sequences with Temporal Point Processes" (NeurIPS 2021)

Code and real data for "Counterfactual Temporal Point Processes", NeurIPS 2022

Implementation of "Neural Jump-Diffusion Temporal Point Processes" (ICML 2024 Spotlight)

This repository contains recent background materials, current works, and codes for researching in TPP.

PyTorch-Lightning implementation of Meta Temporal Point Processes

The official Pytorch implementation of paper "Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks""

Implementation of "Conformal Anomaly Detection in Event Sequences" (ICML 2025)

Master thesis title: "Towards Event Sequence Foundation Models: exploring temporal point process transformers for power grid fault prediction" Dataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex internal dependencies.

Dual Network Hawkes Process -- Analyzing Topic Transitions in Text-Based Social Cascades

Implementation of "Multiple Hypothesis Testing for Anomaly Detection in Multi-type Event Sequences" (ICDM 2023)