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Chen Ma — most-cited papers & profile · Recommender Systems
← authors
·
overview
Chen Ma
18
papers ·
402
citations ·
14
h-index
Shenzhen Academy of Aerospace Technology · Xi'an Jiaotong University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Hierarchical Gating Networks for Sequential Recommendation
2019 · 313 citations
Learning Binarized Graph Representations with Multi-faceted Quantization Reinforcement for Top-K Recommendation
2022 · 27 citations
Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems
2023 · 14 citations
Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence
2018 · 12 citations
WSFE: Wasserstein Sub-graph Feature Encoder for Effective User Segmentation in Collaborative Filtering
2023 · 12 citations
Sim2Rec: A Simulator-based Decision-making Approach to Optimize Real-World Long-term User Engagement in Sequential Recommender Systems
2023 · 8 citations
A Survey on Side Information-driven Session-based Recommendation: From a Data-centric Perspective
2025 · 6 citations
Multi-Graph Convolution Collaborative Filtering
2020 · 3 citations
Knowledge-Enhanced Top-K Recommendation in Poincaré Ball
2021 · 2 citations
Learning Binarized Representations with Pseudo-positive Sample Enhancement for Efficient Graph Collaborative Filtering
2025 · 1 citations
Diffusion-based Contrastive Learning for Sequential Recommendation
2024 · 1 citations
Memory Augmented Graph Neural Networks for Sequential Recommendation
2019 · 1 citations
Multi-FR: A Multi-objective Optimization Framework for Multi-stakeholder Fairness-aware Recommendation
2021 · 1 citations
Joint Multisided Exposure Fairness for Recommendation
2022 · 1 citations
Gated Attentive-Autoencoder for Content-Aware Recommendation
2018
Top co-authors
Yingxue Zhang
· 8
Xue Liu
· 7
Mark Coates
· 6
Haolun Wu
· 5
Ruiming Tang
· 5
Bowei He
· 3
Irwin King
· 3
Liheng Ma
· 3
Yankai Chen
· 3
Bhaskar Mitra
· 2
Fernando Diaz
· 2
Huifeng Guo
· 2
Topics
Collaborative Filtering
Ranking & CTR
Graph-based
Sequential & Session
LLM-based
Fairness & Ethics
Cold Start & Cross-Domain
Two-Tower & Retrieval