Awesome Recommender Systems
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Liangwei Yang — most-cited papers & profile · Recommender Systems
← authors
·
overview
Liangwei Yang
25
papers ·
55
citations ·
20
h-index
Wenzhou Medical University · First Affiliated Hospital of Wenzhou Medical University · Soochow University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
MetaKRec: Collaborative Meta-Knowledge Enhanced Recommender System
2022 · 10 citations
Do We Really Need Graph Convolution During Training? Light Post-Training Graph-ODE for Efficient Recommendation
2024 · 8 citations
ContrastVAE: Contrastive Variational AutoEncoder for Sequential Recommendation
2022 · 4 citations
Group-Aware Interest Disentangled Dual-Training for Personalized Recommendation
2023 · 4 citations
SGCL: Unifying Self-Supervised and Supervised Learning for Graph Recommendation
2025 · 2 citations
Cold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap
2025 · 2 citations
Ranking-based Group Identification via Factorized Attention on Social Tripartite Graph
2022 · 2 citations
Mixed Supervised Graph Contrastive Learning for Recommendation
2024 · 2 citations
LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation
2025 · 1 citations
Taxonomy-Guided Zero-Shot Recommendations with LLMs
2024 · 1 citations
Conditional Denoising Diffusion for Sequential Recommendation
2023 · 1 citations
Unified Pretraining for Recommendation via Task Hypergraphs
2023 · 1 citations
Graph-Sequential Alignment and Uniformity: Toward Enhanced Recommendation Systems
2024
Collaborative Semantic Alignment in Recommendation Systems
2023
Knowledge Graph Context-Enhanced Diversified Recommendation
2023
Top co-authors
Philip S. Yu
· 17
Zhiwei Liu
· 10
Mingdai Yang
· 5
Chen Wang
· 4
Henry Peng Zou
· 4
Xiaolong Liu
· 4
Hao Peng
· 3
Ke Xu
· 3
Weizhi Zhang
· 3
Zihe Song
· 3
Chen Wang
· 2
Yuanjie Zhu
· 2
Topics
Collaborative Filtering
Graph-based
Cold Start & Cross-Domain
LLM-based
Sequential & Session
Ranking & CTR