Siddharth Singh
Scholar

Siddharth Singh

Google Scholar ID: _NRU4ZMAAAAJ
Research Scientist at Nvidia
High Performance ComputingArtificial Intelligence
Google Scholar↗
Citations & Impact
All-time
Citations
434
 
H-index
10
 
i10-index
10
 
Publications
20
 
Co-authors
4
list available
Contact
No contact links provided.
Publications
11 items
Train-Small Deploy-Large: Leveraging Diffusion-Based Multi-Robot Planning
2026
Cited
0
Communication-free Sampling and 4D Hybrid Parallelism for Scalable Mini-batch GNN Training
2026
Cited
0
Realistic Synthetic Household Data Generation at Scale
2026
Cited
0
LLM Inference Beyond a Single Node: From Bottlenecks to Mitigations with Fast All-Reduce Communication
2025
Cited
0
Plexus: Taming Billion-edge Graphs with 3D Parallel GNN Training
2025
Cited
0
The Big Send-off: High Performance Collectives on GPU-based Supercomputers
2025
Cited
0
Hybrid Robot Learning for Automatic Robot Motion Planning in Manufacturing
2025
Cited
0
Gemstones: A Model Suite for Multi-Faceted Scaling Laws
2025
Cited
0
Resume (English only)
Co-authors
4 total
Abhinav Bhatele
Abhinav Bhatele
Associate Professor of Computer Science, University of Maryland, College Park
Prajwal Singhania
Prajwal Singhania
PhD Student, Department of Computer Science, UMD
Koustav Rudra
Koustav Rudra
Assistant Professor, IIT Kharagpur
Saptarshi Ghosh
Saptarshi Ghosh
Department of CSE, Indian Institute of Technology Kharagpur, India