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Hongxia Yang — most-cited papers & profile · Recommender Systems
← authors
·
overview
Hongxia Yang
48
papers ·
1828
citations ·
40
h-index
Southwest University of Science and Technology · Hong Kong Polytechnic University · Shaoxing University · Wuhan University · Shenzhen Goodix Technology (China) · Renmin Hospital of Wuhan University · Sichuan University of Science and Engineering
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Most-cited papers
Controllable Multi-Interest Framework for Recommendation
2020 · 298 citations
Towards Knowledge-Based Recommender Dialog System
2019 · 226 citations
Sparse-Interest Network for Sequential Recommendation
2021 · 148 citations
Sequential Scenario-Specific Meta Learner for Online Recommendation
2019 · 104 citations
Learning Disentangled Representations for Recommendation
2019 · 100 citations
Dynamic Memory based Attention Network for Sequential Recommendation
2021 · 62 citations
Device-Cloud Collaborative Recommendation via Meta Controller
2022 · 14 citations
Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender Systems
2020 · 11 citations
Rethinking Lifelong Sequential Recommendation with Incremental Multi-Interest Attention
2021 · 6 citations
MC$^2$-SF: Slow-Fast Learning for Mobile-Cloud Collaborative Recommendation
2021 · 6 citations
Click-through Rate Prediction with Auto-Quantized Contrastive Learning
2021 · 3 citations
Personalizing Intervened Network for Long-tailed Sequential User Behavior Modeling
2022 · 3 citations
Cross-domain User Preference Learning for Cold-start Recommendation
2021 · 1 citations
An Adaptive Framework of Geographical Group-Specific Network on O2O Recommendation
2023 · 1 citations
Hierarchical Reinforcement Learning for Temporal Abstraction of Listwise Recommendation
2024
Top co-authors
Jingren Zhou
· 7
Jiangchao Yao
· 5
Chang Zhou
· 3
Feng Wang
· 3
Jianwei Zhang
· 3
Jie Tang
· 3
Mingyang Yin
· 3
Bo Han
· 2
Fei Wu
· 2
Jianxin Ma
· 2
Kun Kuang
· 2
Kunyang Jia
· 2
Topics
Sequential & Session
Ranking & CTR
Collaborative Filtering
Cold Start & Cross-Domain
Two-Tower & Retrieval
Fairness & Ethics
LLM-based
Graph-based