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Hongzhi Yin โ most-cited papers & profile ยท Recommender Systems
โ authors
ยท
overview
Hongzhi Yin
110
papers ยท
2345
citations ยท
73
h-index
Queensland University of Technology ยท The University of Queensland
Google Scholar โ
Semantic Scholar โ
OpenAlex โ
Most-cited papers
Self-Supervised Multi-Channel Hypergraph Convolutional Network for Social Recommendation
2021 ยท 472 citations
Self-Supervised Graph Co-Training for Session-based Recommendation
2021 ยท 185 citations
Enhancing Social Recommendation with Adversarial Graph Convolutional Networks
2020 ยท 178 citations
Fast-adapting and Privacy-preserving Federated Recommender System
2021 ยท 134 citations
DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation
2021 ยท 102 citations
ReFRS: Resource-efficient Federated Recommender System for Dynamic and Diversified User Preferences
2022 ยท 94 citations
Temporal Meta-path Guided Explainable Recommendation
2021 ยท 93 citations
Hierarchical Hyperedge Embedding-based Representation Learning for Group Recommendation
2021 ยท 90 citations
Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation
2021 ยท 88 citations
Are Graph Augmentations Necessary? Simple Graph Contrastive Learning for Recommendation
2021 ยท 83 citations
Overcoming Data Sparsity in Group Recommendation
2020 ยท 71 citations
Decentralized Collaborative Learning Framework for Next POI Recommendation
2022 ยท 70 citations
On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation
2022 ยท 58 citations
Learning Elastic Embeddings for Customizing On-Device Recommenders
2021 ยท 50 citations
Memory Augmented Multi-Instance Contrastive Predictive Coding for Sequential Recommendation
2021 ยท 46 citations
Top co-authors
Tong Chen
ยท 28
Quoc Viet Hung Nguyen
ยท 19
Junliang Yu
ยท 15
Zi Huang
ยท 12
Lizhen Cui
ยท 10
Liang Qu
ยท 7
Nguyen Quoc Viet Hung
ยท 7
Guandong Xu
ยท 6
Kai Zheng
ยท 6
Bowen Hao
ยท 5
Jing Long
ยท 5
Min Gao
ยท 5
Topics
cs.IR
Collaborative Filtering
cs.AI
cs.LG
cs.SI
Graph-based
Ranking & CTR
cs.CY
Cold Start & Cross-Domain
LLM-based