HKUDS / Awesome-SSLRec-PapersLinks
[ACM CSUR] "A Comprehensive Survey of Self-Supervised Learning for Recommendation"
☆120Updated last year
Alternatives and similar repositories for Awesome-SSLRec-Papers
Users that are interested in Awesome-SSLRec-Papers are comparing it to the libraries listed below
Sorting:
- [SIGIR'2024] "SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation"☆67Updated last year
- [WWW'23] "AutoCF: Automated Self-Supervised Learning for Recommendation"☆49Updated last year
- [ACM MM'2024]"DiffMM: Multi-Modal Diffusion Model for Recommendation"☆90Updated last year
- [CIKM'2024] "RecDiff: Diffusion Model for Social Recommendation"☆86Updated 6 months ago
- [SIGIR'2023] "GFormer: Graph Transformer for Recommendation"☆72Updated last year
- [KDD'2023] "AdaGCL: Adaptive Graph Contrastive Learning for Recommendation"☆66Updated last year
- [ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation"☆194Updated 2 years ago
- [WWW'2024] "PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning"☆49Updated last year
- [SIGIR'2023] "DCCF: Disentangled Contrastive Collaborative Filtering"☆61Updated last year
- [WSDM'2024 Oral] "DiffKG: Knowledge Graph Diffusion Model for Recommendation"☆128Updated 3 weeks ago
- [SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"☆63Updated 2 years ago
- Data-efficient Fine-tuning for LLM-based Recommendation (SIGIR'24)☆40Updated 10 months ago
- [WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"☆219Updated last year
- [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"☆61Updated 2 years ago
- ☆129Updated 2 years ago
- HCCF, SIGIR 2022☆100Updated 2 years ago
- [IJCAI'2023] "DSL: Denoised Self-Augmented Learning for Social Recommendation"☆30Updated last year
- [WWW'2024] "GraphPro: Graph Pre-training and Prompt Learning for Recommendation"☆71Updated last year
- ☆75Updated last year
- 🔥🔥🔥 KDD2024 Best Student Paper☆67Updated 10 months ago
- "GraphEdit: Large Language Models for Graph Structure Learning"☆138Updated last year
- [WWW'23] "SimRec: Graph-less Collaborative Filtering"☆31Updated 2 years ago
- [AAAI'25 Oral] The official implementation code of LLMEmb☆50Updated 9 months ago
- [WSDM'2023] "HGCL: Heterogeneous Graph Contrastive Learning for Recommendation"☆123Updated last year
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆99Updated last year
- Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23☆61Updated 2 years ago
- Tensorflow implementation of our SIGIR 2023 accepted paper "Generative-Contrastive Graph Learning for Recommendation"☆31Updated last year
- [ACMMM 2021] PyTorch implementation for "Mining Latent Structures for Multimedia Recommendation"☆55Updated last year
- [SIGIR2024] BIGCF: Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering☆14Updated last year
- ☆152Updated last year