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Huifeng Guo — most-cited papers & profile · Recommender Systems
← authors
·
overview
Huifeng Guo
34
papers ·
2504
citations ·
27
h-index
Huawei Technologies (China)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
DeepFM: A Factorization-Machine based Neural Network for CTR Prediction
2017 · 2202 citations
Diffusion Augmentation for Sequential Recommendation
2023 · 94 citations
Deep Reinforcement Learning based Recommendation with Explicit User-Item Interactions Modeling
2018 · 82 citations
DeepFM: An End-to-End Wide & Deep Learning Framework for CTR Prediction
2018 · 33 citations
Learning Binarized Graph Representations with Multi-faceted Quantization Reinforcement for Top-K Recommendation
2022 · 27 citations
LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation
2024 · 13 citations
A Practical Incremental Method to Train Deep CTR Models
2020 · 12 citations
A Comprehensive Survey on Automated Machine Learning for Recommendations
2022 · 8 citations
Multi-Task Deep Recommender Systems: A Survey
2023 · 7 citations
An Adjustable Heat Conduction based KNN Approach for Session-based Recommendation
2018 · 6 citations
Generative Large Recommendation Models: Emerging Trends in LLMs for Recommendation
2025 · 5 citations
Multi-Graph Convolution Collaborative Filtering
2020 · 3 citations
Content Filtering Enriched GNN Framework for News Recommendation
2021 · 3 citations
LLM4Rerank: LLM-based Auto-Reranking Framework for Recommendations
2024 · 2 citations
MISS: Multi-Interest Self-Supervised Learning Framework for Click-Through Rate Prediction
2021 · 2 citations
Top co-authors
Ruiming Tang
· 23
Xiuqiang He
· 7
Xiangyu Zhao
· 6
Bo Chen
· 4
Defu Lian
· 4
Enhong Chen
· 4
Yichao Wang
· 4
Yingxue Zhang
· 4
Jingtong Gao
· 3
Wei Guo
· 3
Weiwen Liu
· 3
Yunming Ye
· 3
Topics
Ranking & CTR
Collaborative Filtering
LLM-based
Sequential & Session
Graph-based
Two-Tower & Retrieval
Fairness & Ethics
Cold Start & Cross-Domain
cs.IR