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
Xinyi Dai — most-cited papers & profile · Recommender Systems
← authors
·
overview
Xinyi Dai
12
papers ·
216
citations ·
24
h-index
Tencent (China)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Interactive Recommender System via Knowledge Graph-enhanced Reinforcement Learning
2020 · 160 citations
Multi-Level Interaction Reranking with User Behavior History
2022 · 17 citations
Large Language Models Make Sample-Efficient Recommender Systems
2024 · 11 citations
Large-scale Interactive Recommendation with Tree-structured Policy Gradient
2018 · 10 citations
Context-aware Reranking with Utility Maximization for Recommendation
2021 · 4 citations
Lifelong Personalized Low-Rank Adaptation of Large Language Models for Recommendation
2024 · 2 citations
All Roads Lead to Rome: Unveiling the Trajectory of Recommender Systems Across the LLM Era
2024
Top co-authors
Ruiming Tang
· 7
Weinan Zhang
· 5
Yong Yu
· 5
Weiwen Liu
· 3
Bo Chen
· 2
Haokun Chen
· 2
Jianghao Lin
· 2
Rong Shan
· 2
Xiuqiang He
· 2
Yunjia Xi
· 2
and Yong Yu
· 1
Bo Chen
· 1
Topics
Ranking & CTR
Sequential & Session
Collaborative Filtering
LLM-based
Graph-based
Two-Tower & Retrieval
Cold Start & Cross-Domain