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James Caverlee — most-cited papers & profile · Recommender Systems
← authors
·
overview
James Caverlee
21
papers ·
87
citations ·
44
h-index
Texas A&M University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Sequential Recommendation for Cold-start Users with Meta Transitional Learning
2021 · 46 citations
Enhancing User Personalization in Conversational Recommenders
2023 · 11 citations
Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models
2024 · 10 citations
Fairness-Aware Recommendation of Information Curators
2018 · 4 citations
Fairness-aware Personalized Ranking Recommendation via Adversarial Learning
2021 · 2 citations
Flow Matching for Collaborative Filtering
2025 · 1 citations
Towards Fair Conversational Recommender Systems
2022 · 1 citations
Empowering Long-tail Item Recommendation through Cross Decoupling Network (CDN)
2022 · 1 citations
TwinCL: A Twin Graph Contrastive Learning Model for Collaborative Filtering
2024 · 1 citations
Federated Conversational Recommender System
2025
Pseudo-Implicit Feedback for Alleviating Data Sparsity in Top-K Recommendation
2019
Evolution of Popularity Bias: Empirical Study and Debiasing
2022
ReasoningRec: Bridging Personalized Recommendations and Human-Interpretable Explanations through LLM Reasoning
2024
Top co-authors
Jianling Wang
· 9
Ziwei Zhu
· 4
Ziwei Zhu
· 3
Allen Lin
· 2
Chengkai Liu
· 2
Yin Zhang
· 2
Allen Lin
· 1
Chengkai Liu
· 1
Derek Zhiyuan Cheng
· 1
Ed H. Chi
· 1
Hanzhou Liu
· 1
Haochen Chen
· 1
Topics
Collaborative Filtering
Ranking & CTR
Fairness & Ethics
Sequential & Session
Graph-based
Cold Start & Cross-Domain
Two-Tower & Retrieval
LLM-based