[WSDM'25] "LightGNN: Simple Graph Neural Network for Recommendation"
☆66Jan 9, 2025Updated last year
Alternatives and similar repositories for LightGNN
Users that are interested in LightGNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [WSDM'2025] "MixRec: Heterogeneous Graph Collaborative Filtering"☆19Dec 19, 2024Updated last year
- [CIKM'2024] "EasyST: A Simple Framework for Spatio-Temporal Prediction"☆19Sep 17, 2024Updated 2 years ago
- [WWW'2024] "PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning"☆52Mar 20, 2024Updated 2 years ago
- [WWW'23] "SimRec: Graph-less Collaborative Filtering"☆30May 6, 2023Updated 3 years ago
- [WSDM'2025] "DiffGraph: Heterogeneous Graph Diffusion Model"☆77Jun 12, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [WWW'2024] "GraphPro: Graph Pre-training and Prompt Learning for Recommendation"☆72Jun 10, 2024Updated 2 years ago
- [ACM MM'2024]"DiffMM: Multi-Modal Diffusion Model for Recommendation"☆106Jul 21, 2024Updated 2 years ago
- [IJCAI'2023] "DSL: Denoised Self-Augmented Learning for Social Recommendation"☆31Aug 1, 2024Updated 2 years ago
- [KDD'2023] "AdaGCL: Adaptive Graph Contrastive Learning for Recommendation"☆68Mar 17, 2024Updated 2 years ago
- [EMNLP'2025] "EasyRec: Simple yet Effective Language Model for Recommendation"☆150Nov 3, 2025Updated 11 months ago
- [SIGIR'2023] "GFormer: Graph Transformer for Recommendation"☆71Jun 10, 2024Updated 2 years ago
- [WSDM'2024 Oral] "DiffKG: Knowledge Graph Diffusion Model for Recommendation"☆139Nov 27, 2025Updated 10 months ago
- [ACM CSUR] "A Comprehensive Survey of Self-Supervised Learning for Recommendation"☆125Aug 25, 2024Updated 2 years ago
- [WWW'23] "AutoCF: Automated Self-Supervised Learning for Recommendation"☆50Feb 28, 2024Updated 2 years ago
- 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.
- [CIKM'2024] "RecDiff: Diffusion Model for Social Recommendation"☆90Jun 16, 2025Updated last year
- "ViMax: Agentic Video Generation (Director, Screenwriter, Producer, and Video Generator All-in-One)"☆32Dec 15, 2025Updated 9 months ago
- [EMNLP'2024] "XRec: Large Language Models for Explainable Recommendation"☆172Sep 24, 2024Updated 2 years ago
- [KDD'2024] "HiGPT: Heterogenous Graph Language Models"☆145Jun 5, 2024Updated 2 years ago
- "GraphEdit: Large Language Models for Graph Structure Learning"☆143Jun 24, 2024Updated 2 years ago
- [CIKM'2023] "GTE: How Expressive are Graph Neural Networks for Recommendation?"☆18Aug 23, 2023Updated 3 years ago
- Code for ICLR'24 Paper "Decoupling Weighing and Selecting for Integrating Multiple Graph Pre-training Tasks"☆11Mar 12, 2024Updated 2 years ago
- [EMNLP2025] "RecGPT: A Foundation Model for Sequential Recommendation"☆61Oct 14, 2025Updated last year
- [EMNLP'2024] "OpenGraph: Towards Open Graph Foundation Models"☆337Oct 11, 2024Updated 2 years 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.
- [KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"☆369Mar 15, 2025Updated last year
- "Graph Convolutions Enrich the Self-Attention in Transformers!" NeurIPS 2024☆28Mar 19, 2025Updated last year
- [EMNLP2025] "GraphAgent: Agentic Graph Language Assistant"☆370Feb 8, 2025Updated last year
- [WSDM'25] "Temporal Linear Item-Item Model for Sequential Recommendation"☆27Feb 27, 2025Updated last year
- [WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"☆567Mar 21, 2025Updated last year
- [ACM TOMM'2025] "MMHCL: Multi-Modal Hypergraph Contrastive Learning for Recommendation"☆30Aug 13, 2025Updated last year
- TailorRec: Recommendation for AI-Generated Content☆31Jun 29, 2026Updated 3 months ago
- ☆15Mar 6, 2025Updated last year
- [ACM TOIS] Multi-Behavior Recommendation with Personalized Directed Acyclic Behavior Graphs☆13Dec 6, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"☆533Jun 10, 2024Updated 2 years ago
- PodAgent: A Comprehensive Framework for Podcast Generation☆127May 16, 2025Updated last year
- [ICML 2025] "SepLLM: Accelerate Large Language Models by Compressing One Segment into One Separator"☆571Jul 29, 2025Updated last year
- SVD-AE: Simple Autoencoders for Collaborative Filtering☆19Aug 22, 2024Updated 2 years ago
- [WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"☆226Jun 20, 2024Updated 2 years ago
- "OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction"☆183Apr 3, 2026Updated 6 months ago
- ☆22Jul 24, 2026Updated 2 months ago