Coder-Yu / SDLib
A Python library used to collect shilling detection methods and generate simulated attackers. (for academic use)
☆58Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for SDLib
- This repository contains our implementations for Shilling Attacks against Recommender Systems.☆21Updated 2 years ago
- Data poisoning attack of recommend system using the algorithm of MF.☆29Updated 6 years ago
- A unified framework for recommender system attacking☆27Updated 7 months ago
- ☆17Updated 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…☆157Updated 3 years ago
- ☆173Updated 2 years ago
- Summary of social recommendation papers and codes☆203Updated 2 years ago
- ☆32Updated 3 years ago
- Models for social recommendation☆41Updated 8 months ago
- ☆16Updated last year
- An Embedding and Mapping framework for Cross-Domain Recommendation.☆46Updated 6 years ago
- [KDD 2021] Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System☆74Updated 3 years ago
- Learning Fair Representations for Recommendation: A Graph-based Perspective, WWW2021☆48Updated 3 years ago
- [KDD'21] Official PyTorch implementation for "Data Poisoning Attack against Recommender System Using Incomplete and Perturbed Data".☆12Updated 3 years ago
- CoNet: Collaborative Cross Networks for Cross-Domain Recommendation☆13Updated 2 years ago
- This is the model in "A Graphical and Attentional Framework for Dual-Target Cross-Domain Recommendation" (IJCAI2020). GA-DTCDR is an opti…☆67Updated last year
- [WWW'22] Official PyTorch implementation for "Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning".☆119Updated 2 years ago
- The official implementation of "Disentangling User Interest and Conformity for Recommendation with Causal Embedding" (WWW '21)☆150Updated 5 months ago
- Graph Neural Network based Social Recommendation Model. SIGIR2019.☆175Updated 5 months ago
- This is an implementation for our SIGIR 2021 paper "Causal Intervention for Leveraging Popularity Bias inRecommendation" based on tensorf…☆96Updated last year
- Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".☆85Updated 2 years ago
- ☆11Updated last week
- [SIGIR'22] Official PyTorch implementation for "Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering".☆16Updated 2 years ago
- Sequential Recommender System based on Hierarchical Attention Network☆70Updated 6 years ago
- Source code for WWW 2021 paper "Dual Side Deep Context-aware Modulation for Social Recommendation"☆22Updated 3 years ago
- Efficient and extensible GNNs enhanced recommender library based on RecBole.☆170Updated last year
- Implementation of SVD and SVD++ for recommendation☆33Updated 7 years ago
- https://github.com/JiachengLi1995/TiSASRec in PyTorch☆83Updated 4 years ago
- Code for paper "ConsisRec: Enhancing GNN for Social Recommendation via Consistent Neighbor Aggregation"☆43Updated 3 years ago
- This is the code implementation for the paper "Data Poisoning Attacks to Deep Learning Based Recommender Systems"☆15Updated 2 years ago