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James Caverlee — most-cited papers & profile · AI Agents
← authors
·
overview
James Caverlee
10
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
Towards An Efficient LLM Training Paradigm for CTR Prediction
2025
Topics
Ranking & CTR
LLM-based
Collaborative Filtering
Fairness & Ethics
Sequential & Session
Efficiency
Training Techniques
Cold Start & Cross-Domain