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
Jundong Li — most-cited papers & profile · Recommender Systems
← authors
·
overview
Jundong Li
43
papers ·
850
citations ·
59
h-index
Sun Yat-sen University · Sun Yat-sen University Cancer Center · University of Virginia
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Self-Supervised Multi-Channel Hypergraph Convolutional Network for Social Recommendation
2021 · 472 citations
Enhancing Social Recommendation with Adversarial Graph Convolutional Networks
2020 · 178 citations
Recommender Systems Based on Generative Adversarial Networks: A Problem-Driven Perspective
2020 · 79 citations
Self-Supervised Learning for Recommender Systems: A Survey
2022 · 35 citations
When Newer is Not Better: Does Deep Learning Really Benefit Recommendation From Implicit Feedback?
2023 · 10 citations
Path-Specific Counterfactual Fairness for Recommender Systems
2023 · 9 citations
Collaborative Large Language Model for Recommender Systems
2023 · 4 citations
Collaborative Retrieval for Large Language Model-based Conversational Recommender Systems
2025 · 3 citations
Top co-authors
Junliang Yu
· 4
Hongzhi Yin
· 3
Yaochen Zhu
· 3
Min Gao
· 2
Zi Huang
· 2
Chao Wan
· 1
Dawen Liang
· 1
Harald Steck
· 1
Jing Ma
· 1
Junhao Wen
· 1
Junwei Zhang
· 1
Liangjie Hong
· 1
Topics
Collaborative Filtering
LLM-based
Cold Start & Cross-Domain
Graph-based
Ranking & CTR
Two-Tower & Retrieval
Fairness & Ethics