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Karthik Subbian — most-cited papers & profile · Graph Learning
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overview
Karthik Subbian
7
papers ·
7
citations ·
20
h-index
Amazon (United States)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Task-Agnostic Graph Explanations
2022 · 4 citations
TuneUp: A Simple Improved Training Strategy for Graph Neural Networks
2022 · 3 citations
Text Enriched Sparse Hyperbolic Graph Convolutional Networks
2022
Communication-Free Distributed GNN Training with Vertex Cut
2023
Graph Coarsening via Convolution Matching for Scalable Graph Neural Network Training
2023
All Against Some: Efficient Integration of Large Language Models for Message Passing in Graph Neural Networks
2024
Top co-authors
Jure Leskovec
· 2
Nurendra Choudhary
· 2
Ajay Jaiswal
· 1
Chandan K. Reddy
· 1
Danai Koutra
· 1
Gaurush Hiranandani
· 1
Kenji Kawaguchi
· 1
Kexin Huang
· 1
Shirley Wu
· 1
Shuiwang Ji
· 1
Weihua Hu
· 1
Xianfeng Tang
· 1
Topics
GNN Architectures
Knowledge Graphs
Theory & Expressivity
Self-Supervised & Contrastive