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Lina Yao โ most-cited papers & profile ยท Recommender Systems
โ authors
ยท
overview
Lina Yao
55
papers ยท
2374
citations ยท
60
h-index
Commonwealth Scientific and Industrial Research Organisation ยท Shaoxing University ยท UNSW Sydney ยท Ningbo University Affiliated Hospital ยท Data61
Google Scholar โ
Semantic Scholar โ
OpenAlex โ
Most-cited papers
Deep Learning based Recommender System: A Survey and New Perspectives
2017 ยท 656 citations
DARec: Deep Domain Adaptation for Cross-Domain Recommendation via Transferring Rating Patterns
2019 ยท 157 citations
Next Item Recommendation with Self-Attention
2018 ยท 53 citations
Hybrid Collaborative Recommendation via Semi-AutoEncoder
2017 ยท 45 citations
NeuRec: On Nonlinear Transformation for Personalized Ranking
2018 ยท 45 citations
Metric Factorization: Recommendation beyond Matrix Factorization
2018 ยท 31 citations
Quaternion Collaborative Filtering for Recommendation
2019 ยท 26 citations
DeepRec: An Open-source Toolkit for Deep Learning based Recommendation
2019 ยท 23 citations
Graph and Sequential Neural Networks in Session-based Recommendation: A Survey
2024 ยท 22 citations
Causal Disentangled Variational Auto-Encoder for Preference Understanding in Recommendation
2023 ยท 12 citations
Recommender Systems for the Internet of Things: A Survey
2020 ยท 8 citations
Distributional Domain-Invariant Preference Matching for Cross-Domain Recommendation
2023 ยท 6 citations
Deep Conversational Recommender Systems: A New Frontier for Goal-Oriented Dialogue Systems
2020 ยท 3 citations
Policy-Guided Causal State Representation for Offline Reinforcement Learning Recommendation
2025 ยท 2 citations
Generative Inverse Deep Reinforcement Learning for Online Recommendation
2020 ยท 2 citations
Top co-authors
Xiaocong Chen
ยท 12
Shuai Zhang
ยท 8
Siyu Wang
ยท 6
Xianzhi Wang
ยท 6
Aixin Sun
ยท 5
Julian McAuley
ยท 4
Liming Zhu
ยท 4
Chengkai Huang
ยท 3
Hongtao Huang
ยท 3
Quan Z. Sheng
ยท 3
Xiwei Xu
ยท 3
Yi Tay
ยท 3
Topics
Collaborative Filtering
Ranking & CTR
Sequential & Session
Cold Start & Cross-Domain
LLM-based
Graph-based
Two-Tower & Retrieval
Fairness & Ethics