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Hongzhi Yin — most-cited papers & profile · AI for Code
← authors
·
overview
Hongzhi Yin
27
papers ·
1680
citations ·
73
h-index
Queensland University of Technology · The University of Queensland
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation
2021 · 534 citations
Rethinking the Item Order in Session-based Recommendation with Graph Neural Networks
2019 · 408 citations
Double-Scale Self-Supervised Hypergraph Learning for Group Recommendation
2021 · 164 citations
Lightweight Self-Attentive Sequential Recommendation
2021 · 126 citations
GAG: Global Attributed Graph Neural Network for Streaming Session-based Recommendation
2020 · 118 citations
Knowledge Enhancement for Contrastive Multi-Behavior Recommendation
2023 · 111 citations
Learning to Ask Appropriate Questions in Conversational Recommendation
2021 · 94 citations
Generating Reliable Friends via Adversarial Training to Improve Social Recommendation
2019 · 93 citations
Towards Distribution Matching between Collaborative and Language Spaces for Generative Recommendation
2025 · 12 citations
Tackling Data Heterogeneity in Federated Time Series Forecasting
2024 · 8 citations
Multi-task Offline Reinforcement Learning for Online Advertising in Recommender Systems
2025 · 3 citations
Multi-task Offline Reinforcement Learning for Online Advertising in Recommender Systems
2025 · 3 citations
Efficient Bi-Level Optimization for Recommendation Denoising
2022 · 3 citations
Proxy Model-Guided Reinforcement Learning for Client Selection in Federated Recommendation
2025 · 1 citations
Epidemiology-informed Graph Neural Network for Heterogeneity-aware Epidemic Forecasting
2024 · 1 citations
Topics
Collaborative Filtering
Sequential & Session
LLM-based
Ranking & CTR
Graph-based
Domain — Healthcare
Federated Learning
Data Heterogeneity
Offline RL
Multi-Agent