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Siddharth Singh — most-cited papers & profile · Graph Learning
← authors
·
overview
Siddharth Singh
13
papers ·
30
citations ·
16
h-index
University of Maryland, College Park
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Communication-free Sampling and 4D Hybrid Parallelism for Scalable Mini-batch GNN Training
2026
Plexus: Taming Billion-edge Graphs with 3D Parallel Full-graph GNN Training
2025
Top co-authors
Abhinav Bhatele
· 2
Aditya K. Ranjan
· 2
Cunyang Wei
· 2
Aishwarya Sarkar
· 1
Ali Jannesari
· 1
Daniel Nichols
· 1
Nathan R. Tallent
· 1
Sayan Ghosh
· 1
Tisha Patel
· 1
Topics
cs.LG
cs.AI
cs.DC