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
Julian McAuley — most-cited papers & profile · Recommender Systems
← authors
·
overview
Julian McAuley
92
papers ·
5108
citations ·
63
h-index
University of San Diego · University of California San Diego
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Self-Attentive Sequential Recommendation
2018 · 2730 citations
Fusing Similarity Models with Markov Chains for Sparse Sequential Recommendation
2016 · 711 citations
Visually-Aware Fashion Recommendation and Design with Generative Image Models
2017 · 261 citations
Ups and Downs: Modeling the Visual Evolution of Fashion Trends with One-Class Collaborative Filtering
2016 · 203 citations
Text Is All You Need: Learning Language Representations for Sequential Recommendation
2023 · 122 citations
Learning Compatibility Across Categories for Heterogeneous Item Recommendation
2016 · 90 citations
Contrastive Self-supervised Sequential Recommendation with Robust Augmentation
2021 · 83 citations
A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys)
2024 · 82 citations
VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback
2015 · 70 citations
Candidate Generation with Binary Codes for Large-Scale Top-N Recommendation
2019 · 56 citations
SPMC: Socially-Aware Personalized Markov Chains for Sparse Sequential Recommendation
2017 · 46 citations
Recommendation Through Mixtures of Heterogeneous Item Relationships
2018 · 40 citations
Sherlock: Sparse Hierarchical Embeddings for Visually-aware One-class Collaborative Filtering
2016 · 30 citations
Multi-Behavior Generative Recommendation
2024 · 28 citations
CoRAL: Collaborative Retrieval-Augmented Large Language Models Improve Long-tail Recommendation
2024 · 25 citations
Top co-authors
Zhankui He
· 12
Yupeng Hou
· 9
Ruining He
· 6
Wang-Cheng Kang
· 6
Zhenrui Yue
· 5
Huimin Zeng
· 4
Lina Yao
· 4
Noveen Sachdeva
· 4
Carole-Jean Wu
· 3
Chengkai Huang
· 3
Dong Wang
· 3
Jiacheng Li
· 3
Topics
Collaborative Filtering
Sequential & Session
Ranking & CTR
LLM-based
Two-Tower & Retrieval
Cold Start & Cross-Domain
Fairness & Ethics
Graph-based