Poisoning GNN-based Recommender Systems with Generative Surrogate-based Attacks

Learning to Learn a Cold-start Sequential Recommender

(2022) Xiaowen Huang et al.   ACM TRANSACTIONS ON INFORMATION SYSTEMS

Bi-CLKT: Bi-Graph Contrastive Learning based Knowledge Tracing

(2022) Xiangyu Song et al.   KNOWLEDGE-BASED SYSTEMS

JUDO: Just-in-time rumour detection in streaming social platforms

(2021) Thanh Toan Nguyen et al.   INFORMATION SCIENCES

JKT: A joint graph convolutional network based Deep Knowledge Tracing

(2021) Xiangyu Song et al.   INFORMATION SCIENCES

Poisoning attacks against knowledge graph-based recommendation systems using deep reinforcement learning

(2021) Zih-Wun Wu et al.   NEURAL COMPUTING & APPLICATIONS

Fast-adapting and privacy-preserving federated recommender system

(2021) Qinyong Wang et al.   VLDB JOURNAL

LegalGNN: Legal Information Enhanced Graph Neural Network for Recommendation

(2021) Jun Yang et al.   ACM TRANSACTIONS ON INFORMATION SYSTEMS

Improving Implicit Recommender Systems with Auxiliary Data

(2020) Jingtao Ding et al.   ACM TRANSACTIONS ON INFORMATION SYSTEMS

Efficient Neural Matrix Factorization without Sampling for Recommendation

(2020) Chong Chen et al.   ACM TRANSACTIONS ON INFORMATION SYSTEMS

Exploiting Cross-session Information for Session-based Recommendation with Graph Neural Networks

(2020) Ruihong Qiu et al.   ACM TRANSACTIONS ON INFORMATION SYSTEMS

On Scalability of Association-rule-based Recommendation

(2020) Zhiang Wu et al.   ACM Transactions on the Web

A survey of attack detection approaches in collaborative filtering recommender systems

(2020) Fatemeh Rezaimehr et al.   ARTIFICIAL INTELLIGENCE REVIEW

Deep Learning for Sequential Recommendation

(2020) Hui Fang et al.   ACM TRANSACTIONS ON INFORMATION SYSTEMS

Structural representation learning for network alignment with self-supervised anchor links

(2020) Thanh Toan Nguyen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep Learning Based Recommender System

(2019) Shuai Zhang et al.   ACM COMPUTING SURVEYS

A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications

(2018) HongYun Cai et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Shilling attacks against collaborative recommender systems: a review

(2018) Mingdan Si et al.   ARTIFICIAL INTELLIGENCE REVIEW

A Survey of Predictive Modeling on Imbalanced Domains

(2016) Paula Branco et al.   ACM COMPUTING SURVEYS

Shilling attacks against recommender systems: a comprehensive survey

(2012) Ihsan Gunes et al.   ARTIFICIAL INTELLIGENCE REVIEW

Matrix Factorization Techniques for Recommender Systems

(2009) Yehuda Koren et al.   COMPUTER