MC-RGN: Residual Graph Neural Networks based on Markov Chain for sequential recommendation

Enhancing sequential recommendation with contrastive Generative Adversarial Network

(2023) Shuang Ni et al.   INFORMATION PROCESSING & MANAGEMENT

Position-enhanced and Time-aware Graph Convolutional Network for Sequential Recommendations

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

Reinforcement learning-based denoising network for sequential recommendation

(2022) Xiaohai Tong et al.   APPLIED INTELLIGENCE

Dynamic intent-aware iterative denoising network for session-based recommendation

(2022) Xiaokun Zhang et al.   INFORMATION PROCESSING & MANAGEMENT

Combining Non-sampling and Self-attention for Sequential Recommendation

(2022) Guangjin Chen et al.   INFORMATION PROCESSING & MANAGEMENT

Curriculum Pre-Training Heterogeneous Subgraph Transformer for Top- N Recommendation

(2022) Hui Wang et al.   ACM TRANSACTIONS ON INFORMATION SYSTEMS

Interest Evolution-driven Gated Neighborhood aggregation representation for dynamic recommendation in e-commerce

(2022) Donghua Liu et al.   INFORMATION PROCESSING & MANAGEMENT

Mixed Information Flow for Cross-Domain Sequential Recommendations

(2022) Muyang Ma et al.   ACM Transactions on Knowledge Discovery from Data

DeepInteract: Multi-view features interactive learning for sequential recommendation

(2022) Mingxin Gan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Ranking-based contrastive loss for recommendation systems

(2022) Hao Tang et al.   KNOWLEDGE-BASED SYSTEMS

Factorizing time-heterogeneous Markov transition for temporal recommendation

(2022) Wen Wen et al.   NEURAL NETWORKS

Semi-Supervised Classification of Graph Convolutional Networks with Laplacian Rank Constraints

(2021) Haiqi Zhang et al.   NEURAL PROCESSING LETTERS

Multi-interest Diversification for End-to-end Sequential Recommendation

(2021) Wanyu Chen et al.   ACM TRANSACTIONS ON INFORMATION SYSTEMS

A Convolutional Attention Network for Unifying General and Sequential Recommenders

(2021) Shahpar Yakhchi et al.   INFORMATION PROCESSING & MANAGEMENT

Intention-Aware Sequential Recommendation With Structured Intent Transition

(2021) Haoyang Li et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

ATM: An Attentive Translation Model for Next-Item Recommendation

(2019) Bin Wu et al.   IEEE Transactions on Industrial Informatics