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Irwin King — most-cited papers & profile · Recommender Systems
← authors
·
overview
Irwin King
28
papers ·
276
citations ·
75
h-index
Chinese University of Hong Kong
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems
2019 · 54 citations
Learning Binarized Graph Representations with Multi-faceted Quantization Reinforcement for Top-K Recommendation
2022 · 27 citations
GT-SEER: Geo-Temporal SEquential Embedding Rank for Point-of-interest Recommendation
2016 · 19 citations
WSFE: Wasserstein Sub-graph Feature Encoder for Effective User Segmentation in Collaborative Filtering
2023 · 12 citations
Cold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap
2025 · 2 citations
Learning Binarized Representations with Pseudo-positive Sample Enhancement for Efficient Graph Collaborative Filtering
2025 · 1 citations
Attentive Knowledge-aware Graph Convolutional Networks with Collaborative Guidance for Personalized Recommendation
2021 · 1 citations
Towards Low-loss 1-bit Quantization of User-item Representations for Top-K Recommendation
2021 · 1 citations
Top co-authors
Yankai Chen
· 5
Chen Ma
· 3
Huifeng Guo
· 2
Jingjie Li
· 2
Ruiming Tang
· 2
Shenglin Zhao
· 2
Yifei Zhang
· 2
Yingxue Zhang
· 2
Aiwei Liu
· 1
Allen Lin
· 1
Fakhri Karray
· 1
Feiran Huang
· 1
Topics
Collaborative Filtering
Graph-based
Ranking & CTR
Cold Start & Cross-Domain
LLM-based
Sequential & Session