Coder-Yu / SDLib
A Python library used to collect shilling detection methods and generate simulated attackers. (for academic use)
☆57Updated 2 years ago
Related projects: ⓘ
- collection for the common dataset in my research☆27Updated 4 years ago
- This repository contains our implementations for Shilling Attacks against Recommender Systems.☆20Updated 2 years ago
- The goal of this survey is two-fold: (i) to present recent advances on adversarial machine learning (AML) for the security of RS (i.e., a…☆156Updated 3 years ago
- ☆17Updated 2 years ago
- Learning Fair Representations for Recommendation: A Graph-based Perspective, WWW2021☆48Updated 3 years ago
- Summary of social recommendation papers and codes☆196Updated 2 years ago
- ☆173Updated 2 years ago
- Data poisoning attack of recommend system using the algorithm of MF.☆29Updated 6 years ago
- This is the model in "A Graphical and Attentional Framework for Dual-Target Cross-Domain Recommendation" (IJCAI2020). GA-DTCDR is an opti…☆66Updated last year
- A unified framework for recommender system attacking☆26Updated 5 months ago
- [WWW'22] Official PyTorch implementation for "Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning".☆117Updated last year
- Models for social recommendation☆38Updated 6 months ago
- This is a library built upon RecBole for cross-domain recommendation algorithms☆82Updated 5 months ago
- Efficient and extensible GNNs enhanced recommender library based on RecBole.☆167Updated 10 months ago
- An Embedding and Mapping framework for Cross-Domain Recommendation.☆44Updated 6 years ago
- SGL PyTorch version☆100Updated 2 years ago
- The official implementation of "Disentangling User Interest and Conformity for Recommendation with Causal Embedding" (WWW '21)☆147Updated 3 months ago
- Code for paper "ConsisRec: Enhancing GNN for Social Recommendation via Consistent Neighbor Aggregation"☆42Updated 3 years ago
- The source code for "Global Context Enhanced Graph Neural Network for Session-based Recommendation".☆124Updated 3 years ago
- The official implementation of "DGCN: Diversified Recommendation with Graph Convolutional Networks" (WWW '21)☆56Updated 2 years ago
- Graph Neural Network based Social Recommendation Model. SIGIR2019.☆170Updated 3 months ago
- This is the official implementation of our paper Personalized Transfer of User Preferences for Cross-domain Recommendation (PTUPCDR), whi…☆128Updated last year
- Implementation of SVD and SVD++ for recommendation☆33Updated 7 years ago
- Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".☆83Updated last year
- [SIGIR'22] Official PyTorch implementation for "Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering".☆16Updated last year
- Source code for WWW 2021 paper "Dual Side Deep Context-aware Modulation for Social Recommendation"☆22Updated 3 years ago
- Implementation of CFGAN CFGAN: A Generic Collaborative Filtering Framework based on Generative Adversarial Networks☆30Updated 4 years ago
- RecDCL: Dual Contrastive Learning for Recommendation (WWW'24, Oral)☆19Updated 2 months ago
- [KDD 2021] Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System☆73Updated 3 years ago
- This is the code implementation for the paper "Data Poisoning Attacks to Deep Learning Based Recommender Systems"☆14Updated 2 years ago