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Tyler Derr — most-cited papers & profile · Recommender Systems
← authors
·
overview
Tyler Derr
14
papers ·
268
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
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
WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking
2024 · 5 citations
Collaboration-Aware Graph Convolutional Network for Recommender Systems
2022 · 4 citations
Imbalanced Graph Classification via Graph-of-Graph Neural Networks
2021 · 3 citations
Robust Graph Neural Networks via Unbiased Aggregation
2023 · 3 citations
A Topological Perspective on Demystifying GNN-Based Link Prediction Performance
2023 · 1 citations
Graph Feature Gating Networks
2021
On Structural Explanation of Bias in Graph Neural Networks
2022
Enhanced Graph Neural Networks with Ego-Centric Spectral Subgraph Embeddings Augmentation
2023
Personalization of Large Language Models: A Survey
2024
Topics
GNN Architectures
Theory & Expressivity
Self-Supervised & Contrastive
Recommendation Graphs
Drug Discovery
Chemistry
RAG
Survey Paper
Evaluation
Fine-Tuning