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Tyler Derr — most-cited papers & profile · Graph Learning
← 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
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
Top co-authors
Yu Wang
· 6
Jiliang Tang
· 4
Wei Jin
· 3
Yao Ma
· 3
Yuying Zhao
· 3
Charu Aggarwal
· 2
Neil Shah
· 2
Suhang Wang
· 2
Xiaorui Liu
· 2
Yiqi Wang
· 2
Zitao Liu
· 2
Haochen Liu
· 1
Topics
GNN Architectures
Theory & Expressivity
Self-Supervised & Contrastive
Recommendation Graphs