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Hongzhi Yin — most-cited papers & profile · Similarity Search
← authors
·
overview
Hongzhi Yin
108
papers ·
2345
citations ·
73
h-index
Queensland University of Technology · The University of Queensland
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Self-Supervised Multi-Channel Hypergraph Convolutional Network for Social Recommendation
2021 · 472 citations
Self-Supervised Graph Co-Training for Session-based Recommendation
2021 · 185 citations
Enhancing Social Recommendation with Adversarial Graph Convolutional Networks
2020 · 178 citations
Fast-adapting and Privacy-preserving Federated Recommender System
2021 · 134 citations
DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation
2021 · 102 citations
ReFRS: Resource-efficient Federated Recommender System for Dynamic and Diversified User Preferences
2022 · 94 citations
Temporal Meta-path Guided Explainable Recommendation
2021 · 93 citations
Hierarchical Hyperedge Embedding-based Representation Learning for Group Recommendation
2021 · 90 citations
Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation
2021 · 88 citations
Are Graph Augmentations Necessary? Simple Graph Contrastive Learning for Recommendation
2021 · 83 citations
Overcoming Data Sparsity in Group Recommendation
2020 · 71 citations
Decentralized Collaborative Learning Framework for Next POI Recommendation
2022 · 70 citations
On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation
2022 · 58 citations
CIRCLE: Continual Repair across Programming Languages
2022 · 56 citations
Learning Elastic Embeddings for Customizing On-Device Recommenders
2021 · 50 citations
Top co-authors
and Jingjing Li
· 1
Defu Lian
· 1
Guowu Yang
· 1
Ivor W. Tsang
· 1
Yan Zhang
· 1
Topics
cs.IR
cs.LG
cs.AI
cs.SI
Collaborative Filtering
Graph-based
Training Techniques
Ranking & CTR
Federated Learning
Safety & Alignment