Awesome Large Language Models
📄
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
Tyler Derr — most-cited papers & profile · Large Language Models
← authors
·
overview
Tyler Derr
23
papers ·
367
citations ·
26
h-index
Vanderbilt University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Self-supervised Learning on Graphs: Deep Insights and New Direction
2020 · 111 citations
Deep Adversarial Social Recommendation
2019 · 71 citations
Attacking Graph Convolutional Networks via Rewiring
2019 · 62 citations
Tree Decomposed Graph Neural Network
2021 · 57 citations
Node Similarity Preserving Graph Convolutional Networks
2020 · 13 citations
Distance-wise Prototypical Graph Neural Network in Node Imbalance Classification
2021 · 9 citations
Fairness and Diversity in Recommender Systems: A Survey
2023 · 7 citations
Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness in Online Dating Recommendations Based on User Sexual Orientation
2024 · 7 citations
Attacking Black-box Recommendations via Copying Cross-domain User Profiles
2020 · 6 citations
Can One Embedding Fit All? A Multi-Interest Learning Paradigm Towards Improving User Interest Diversity Fairness
2024 · 5 citations
Collaboration-Aware Graph Convolutional Network for Recommender Systems
2022 · 4 citations
Collaboration-Aware Graph Convolutional Network for Recommender Systems
2022 · 4 citations
Imbalanced Graph Classification via Graph-of-Graph Neural Networks
2021 · 3 citations
ChemicalX: A Deep Learning Library for Drug Pair Scoring
2022 · 3 citations
Robust Graph Neural Networks via Unbiased Aggregation
2023 · 3 citations
Topics
GNN Architectures
Theory & Expressivity
Collaborative Filtering
Fairness & Ethics
Self-Supervised & Contrastive
Graph-based
Ranking & CTR
Drug Discovery
Chemistry
LLM-based