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
Xin Xia — most-cited papers & profile · Recommender Systems
← authors
·
overview
Xin Xia
14
papers ·
373
citations ·
78
h-index
Zhejiang Sci-Tech University · China Tobacco · Zhejiang University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Are Graph Augmentations Necessary? Simple Graph Contrastive Learning for Recommendation
2021 · 83 citations
On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation
2022 · 58 citations
Self-Supervised Learning for Recommender Systems: A Survey
2022 · 35 citations
XSimGCL: Towards Extremely Simple Graph Contrastive Learning for Recommendation
2022 · 29 citations
Efficient On-Device Session-Based Recommendation
2022 · 1 citations
Top co-authors
Hongzhi Yin
· 5
Junliang Yu
· 5
Tong Chen
· 3
Lizhen Cui
· 2
Nguyen Quoc Viet Hung
· 2
Qinyong Wang
· 2
Quoc Viet Hung Nguyen
· 2
Chaoqun Yang
· 1
Guandong Xu
· 1
Jundong Li
· 1
Zi Huang
· 1
Topics
Collaborative Filtering
Ranking & CTR
Graph-based
Sequential & Session
Cold Start & Cross-Domain
LLM-based
Two-Tower & Retrieval