sisinflab / adversarial-recommender-systems-surveyLinks
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., attacking and defense recommendation models), (ii) to show another successful application of AML in generative adversarial networks (GANs) for generative applications, thanks to their ability for learning (high-…
☆159Updated 4 years ago
Alternatives and similar repositories for adversarial-recommender-systems-survey
Users that are interested in adversarial-recommender-systems-survey are comparing it to the libraries listed below
Sorting:
- Learning Fair Representations for Recommendation: A Graph-based Perspective, WWW2021☆50Updated 4 years ago
- Data poisoning attack of recommend system using the algorithm of MF.☆30Updated 7 years ago
- A PyTorch implementation for the Recsys 2020 paper: Revisiting Adversarially Learned Injection Attacks Against Recommender Systems☆23Updated 3 years ago
- [KDD 2021] Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System☆76Updated 3 years ago
- Download and preprocess popular sequential recommendation datasets☆210Updated 2 years ago
- ☆173Updated 3 years ago
- Code for the SIGIR20 paper -- Recommendation for New Users and New Items via Randomized Training and Mixture-of-Experts Transformation☆44Updated 5 years ago
- This is an implementation for our SIGIR 2021 paper "Causal Intervention for Leveraging Popularity Bias inRecommendation" based on tensorf…☆105Updated 2 years ago
- The code for paper MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation☆53Updated 4 years ago
- A curated collection of adversarial attack and defense on recommender systems.☆135Updated 3 years ago
- Adaptive Denoising Training (ADT) for Recommendation.☆72Updated 3 years ago
- Papers, codes , and framewroks that used in Recommender System to solve code-start challenge problem.☆25Updated 3 years ago
- Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.☆106Updated 3 years ago
- ☆68Updated 4 years ago
- [TKDE 2021] Source code and datasets for the paper "Personalizing Graph Neural Networks with Attention Mechanism for Session-based Recomm…☆83Updated last year
- This is the official pytorch implementation of AutoDebias, an automatic debiasing method for recommendation.☆108Updated 2 years ago
- This is the official implementation of our paper Personalized Transfer of User Preferences for Cross-domain Recommendation (PTUPCDR), whi…☆138Updated 2 years ago
- Detecting Beneficial Feature Interactions for Recommender Systems, AAAI 2021☆34Updated 3 years ago
- The official implementation of "Disentangling User Interest and Conformity for Recommendation with Causal Embedding" (WWW '21)☆155Updated last year
- A list of compatible datasets, noting other major repositories containing popular real-world datasets, along with sample code for a range…☆106Updated 3 years ago
- Disentagnled Graph Collaborative Filtering, SIGIR2020☆140Updated 5 years ago
- Codes for papers: 1. Graph Convolutional Network for Recommendation with Low-pass Collaborative Filters (ICML). 2. Less is More: Explorin…☆78Updated 2 years ago
- Graph Neural Network based Social Recommendation Model. SIGIR2019.☆181Updated last year
- A pytorch implementation for BPR (Bayesian Personalized Ranking).☆141Updated 6 years ago
- cross-domain recommendation,transfer learning,pre-training,self-supervise learning papers and datasets☆44Updated last year
- An unofficial pytorch implementation of MELU☆46Updated last year
- Code for GroupIM: A Mutual Information Maximization Framework for Neural Group Recommendation (SIGIR 2020)☆49Updated 2 years ago
- This is our official implementation for the paper: Jinhui Tang, Xiaoyu Du, Xiangnan He, Fajie Yuan, Qi Tian, and Tat-Seng Chua, Adversar…☆34Updated 6 years ago
- A Python library used to collect shilling detection methods and generate simulated attackers. (for academic use)☆59Updated 2 years ago
- Code for Next-item Recommendation with Sequential Hypergraph (SIGIR2020)☆59Updated 4 years ago