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James Caverlee — most-cited papers & profile · Recommender Systems
← authors
·
overview
James Caverlee
15
papers ·
120
citations ·
44
h-index
Texas A&M University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
MetaBalance: Improving Multi-Task Recommendations via Adapting Gradient Magnitudes of Auxiliary Tasks
2022 · 69 citations
Quantifying and Mitigating Popularity Bias in Conversational Recommender Systems
2022 · 48 citations
Countering Mainstream Bias via End-to-End Adaptive Local Learning
2024 · 2 citations
Language Models as Semantic Augmenters for Sequential Recommenders
2025
Towards An Efficient LLM Training Paradigm for CTR Prediction
2025
Top co-authors
Allen Lin
· 3
Jianling Wang
· 2
Yun He
· 2
Ziwei Zhu
· 2
Cheng Cheng
· 1
Geng Ji
· 1
Hanchao Yu
· 1
Jing Qian
· 1
Jinhao Pan
· 1
Mahsa Valizadeh
· 1
Qifan Wang
· 1
Renqin Cai
· 1
Topics
Ranking & CTR
LLM-based
Collaborative Filtering
Fairness & Ethics
Sequential & Session
Cold Start & Cross-Domain