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Lianghao Xia — most-cited papers & profile · Large Language Models
← authors
·
overview
Lianghao Xia
16
papers ·
1710
citations ·
36
h-index
City University of Hong Kong, Shenzhen Research Institute · University of Hong Kong
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Graph Meta Network for Multi-Behavior Recommendation
2021 · 250 citations
Debiased Contrastive Learning for Sequential Recommendation
2023 · 201 citations
Multi-Behavior Hypergraph-Enhanced Transformer for Sequential Recommendation
2022 · 187 citations
Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network
2021 · 170 citations
Knowledge Graph Self-Supervised Rationalization for Recommendation
2023 · 170 citations
Automated Self-Supervised Learning for Recommendation
2023 · 143 citations
Social Recommendation with Self-Supervised Metagraph Informax Network
2021 · 118 citations
Multi-Behavior Sequential Recommendation with Temporal Graph Transformer
2022 · 92 citations
Graph Transformer for Recommendation
2023 · 81 citations
Graph Masked Autoencoder for Sequential Recommendation
2023 · 79 citations
Multi-Behavior Enhanced Recommendation with Cross-Interaction Collaborative Relation Modeling
2022 · 74 citations
Multi-Behavior Graph Neural Networks for Recommender System
2023 · 66 citations
Graph-less Collaborative Filtering
2023 · 60 citations
Collaborative Reflection-Augmented Autoencoder Network for Recommender Systems
2022 · 14 citations
MR.Rec: Synergizing Memory and Reasoning for Personalized Recommendation Assistant with LLMs
2025 · 5 citations
Top co-authors
Jiani Huang
· 1
Qing Li
· 1
Xingchen Zou
· 1
Topics
Graph-based
Collaborative Filtering
Sequential & Session
Ranking & CTR
LLM-based
Two-Tower & Retrieval
Fairness & Ethics