Scholar
Donald Loveland
Google Scholar ID: BvbMe3YAAAAJ
PhD Student, University of Michigan
Machine Learning
Graph Neural Networks
AI Fairness
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Citations
515
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19
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dlovelan@umich.edu
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Publications
9 items
On the Memorization Behavior of LLMs in Generative Recommendation: Observations, Implications, and Training Strategies
2026
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0
Formalizing and Mitigating Structural Distortion in LLM Attention for Zero-Shot Graph Reasoning
2026
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0
Implicit Reasoning for Large Language Model-based Generative Recommendation
2026
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0
Plain Transformers are Surprisingly Powerful Link Predictors
2026
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0
Exploiting ID-Text Complementarity via Ensembling for Sequential Recommendation
2025
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0
Glance for Context: Learning When to Leverage LLMs for Node-Aware GNN-LLM Fusion
2025
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On the Role of Weight Decay in Collaborative Filtering: A Popularity Perspective
2025
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0
GraphHash: Graph Clustering Enables Parameter Efficiency in Recommender Systems
arXiv.org · 2024
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