DecisionIntelligence
Decision Intelligence Lab, School of Data Science & Engineering, East China Normal University
China
Pinned Repositories
Air-DualODE
CATCH
[ICLR 2025] CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching
CS4TS
A Comprehensive Survey of Deep Learning for Multivariate Time Series Forecasting: A Channel Strategy Perspective
DADA
[ICLR 2025] Towards a General Time Series Anomaly Detector with Adaptive Bottlenecks and Dual Adversarial Decoders
decisionintelligence.github.io
DUET
[KDD 2025] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting
MM-Path
[KDD 2025] MM-Path: Multi-modal, Multi-granularity Path Representation Learning.
MTSF-DG
pathformer
TFB
[PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods
DecisionIntelligence 's Repositories
decisionintelligence/TFB
[PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods
decisionintelligence/pathformer
decisionintelligence/DUET
[KDD 2025] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting
decisionintelligence/CATCH
[ICLR 2025] CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching
decisionintelligence/MTSF-DG
decisionintelligence/CS4TS
A Comprehensive Survey of Deep Learning for Multivariate Time Series Forecasting: A Channel Strategy Perspective
decisionintelligence/DADA
[ICLR 2025] Towards a General Time Series Anomaly Detector with Adaptive Bottlenecks and Dual Adversarial Decoders
decisionintelligence/Air-DualODE
decisionintelligence/MM-Path
[KDD 2025] MM-Path: Multi-modal, Multi-granularity Path Representation Learning.
decisionintelligence/decisionintelligence.github.io
decisionintelligence/Path-LLM
decisionintelligence/AutoCTS_plusplus
decisionintelligence/AutoCTS
decisionintelligence/AutoCTS_plus
decisionintelligence/FACTS
decisionintelligence/introDS
decisionintelligence/QCore
decisionintelligence/Time_Series_Analytics
decisionintelligence/DARF
decisionintelligence/RCRank
decisionintelligence/Route-sota
decisionintelligence/OpenTS
decisionintelligence/ContraAD
decisionintelligence/EasyTime
decisionintelligence/TFB_leaderboard
decisionintelligence/vis