Popular GitHub Repositories for Icde

Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)

Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)

[ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks

[ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics Framework (START).

[Paper][ICDE 2023] Tele-Knowledge Pre-training for Fault Analysis

[ICDE 2024] VDTuner - Automated Performance Tuning for Vector Data Management Systems (Vector Databases)

[ICDE'2024] "GraphAug: Graph Augmentation for Recommendation"

[ICDE'2024] Temporal-Frequency Masked Autoencoders for Time Series Anomaly Detection

[ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)

A decision-making framework based on the simulation Carla and multi-modal sensors. The implementation of paper "AUTO : A Parameterized Decision-making Framework with Multi-modality Perception for Autonomous Driving" in ICDE 2024

The released code for the paper: Search to aggregate neighborhood for graph neural network, in ICDE 2021.

[ICDE 2024] a Web-app for Evaluation of Model selection for Anomaly Detection in Time Series