agoodge

agoodge.github.io

Website

APAE

Robustness of Autoencoders for Anomaly Detection Under Adversarial Impact

ARES

ARES: Locally Adaptive Reconstruction-based Anomaly Scoring

BLISS

GDN

Implementation code for the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series" (AAAI 2021)

LUNAR

LUNAR: Unifying Local Outlier Detection Methods via Graph Neural Networks

NegLabel

[ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"

OpenCity

"OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction"

OpenSTL

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

ST-SSL

ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction

agoodge/LUNAR

LUNAR: Unifying Local Outlier Detection Methods via Graph Neural Networks

agoodge/APAE

Robustness of Autoencoders for Anomaly Detection Under Adversarial Impact

agoodge/ARES

ARES: Locally Adaptive Reconstruction-based Anomaly Scoring

agoodge/BLISS

agoodge/agoodge.github.io

Website

agoodge/GDN

Implementation code for the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series" (AAAI 2021)

agoodge/NegLabel

[ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"

agoodge/OpenCity

"OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction"

agoodge/OpenSTL

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

agoodge/ST-SSL

ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction

agoodge/UniST

Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)

agoodge/UrbanGPT

[KDD'2024] "UrbanGPT: Spatio-Temporal Large Language Models"