This repository is the official implementation of "DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models" accepted by the Main Technical Track of the 39th Annual AAAI Conference on Artificial Intelligence (AAAI-2025).
☆23Apr 17, 2025Updated last year
Alternatives and similar repositories for DG-Mamba
Users that are interested in DG-Mamba are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2024] State Space Models on Temporal Graphs: A First-Principles Study☆16Dec 31, 2024Updated last year
- SpoT-Mamba: Learning Long-Range Dependency on Spatio-Temporal Graphs with Selective State Spaces (To appear in Spatio-Temporal Reasoning …☆49Jan 6, 2025Updated last year
- [ICML 2024] Recurrent Distance Filtering for Graph Representation Learning☆15Jun 10, 2024Updated 2 years ago
- Multi-scale Information Diffusion Prediction with Sequential Hypergraphs☆13Apr 13, 2024Updated 2 years ago
- ☆17Nov 7, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆24Nov 26, 2024Updated last year
- [EMNLP 2024] HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs☆24Apr 6, 2025Updated last year
- ☆83Feb 14, 2025Updated last year
- ☆19Aug 13, 2024Updated 2 years ago
- Official Implementation of STG-Mamba: Spatial-Temporal Graph Learning via Selective State Space Model.☆229May 25, 2024Updated 2 years ago
- [NeurIPS 2024] CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting☆20Jun 5, 2026Updated 3 months ago
- Source code and dataset of the paper "Modality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation",…☆55May 13, 2025Updated last year
- [ICML2026] Imagination Helps Visual Reasoning, But Not Yet in Latent Space☆29May 4, 2026Updated 4 months ago
- Finetuning & extending DiffusionDet to video & pedestrian multi-object-tracking☆13Apr 12, 2023Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- UniG-Encoder: A Universal Feature Encoder for Graph and Hypergraph Node Classification.☆14Jul 18, 2025Updated last year
- Official PyTorch implementation for our SIGIR'24 paper Disentangled Contrastive Hypergraph Learning for Next POI Recommendation☆32Sep 8, 2024Updated 2 years ago
- ☆12Nov 16, 2023Updated 2 years ago
- [NeurIPS 2023] "Combating Bilateral Edge Noise for Robust Link Prediction"☆11Nov 3, 2023Updated 2 years ago
- This repository shows an implementation of the VGAE based model with PyTorch.☆11Sep 30, 2022Updated 3 years ago
- This is code for “Upper Bounding Barlow Twins: A Novel Filter for Multi-relational Clustering” AAAI-24.☆12May 17, 2024Updated 2 years ago
- ☆33Oct 18, 2024Updated last year
- I'm Me, We're Us, and I'm Us: Tri-directional Contrastive Learning on Hypergraphs (AAAI'23)☆39Mar 11, 2024Updated 2 years ago
- ☆17Mar 20, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- An open source tool chain to simulate cyber attacks in the power system☆13May 4, 2017Updated 9 years ago
- ☆11Dec 22, 2024Updated last year
- The code of LogCL☆27Mar 5, 2025Updated last year
- ☆13Apr 2, 2025Updated last year
- The repository of "Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New Benchmark" (KDD'24)☆13Jan 27, 2026Updated 7 months ago
- ☆10Dec 17, 2023Updated 2 years ago
- Multi-label Node Classification☆15Jun 3, 2024Updated 2 years ago
- ☆14Mar 11, 2025Updated last year
- ICLR25_Unifying Unsupervised Graph-Level Out-of-Distribution Detection and Anomaly Detection: A Benchmark☆63Jun 3, 2026Updated 3 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆16Oct 12, 2023Updated 2 years ago
- [ICML2025] Official Implementation of TimePro☆77Jul 29, 2025Updated last year
- A curated list of papers on click-through-rate (CTR) prediction.☆19Mar 3, 2024Updated 2 years ago
- This is the official Python and C++ implementation repository for a paper entitled "Visual multi-object tracking with re-identification a…☆15Mar 26, 2025Updated last year
- ☆13Sep 25, 2025Updated 11 months ago
- [WWW 2023] The source code of "Learning Long- and Short-term Representations for Temporal Knowledge Graph Reasoning"☆39Apr 23, 2024Updated 2 years ago
- ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"☆16Jan 26, 2026Updated 7 months ago