Nilesh Prasad Pandey
Scholar

Nilesh Prasad Pandey

Google Scholar ID: rE7JoXgAAAAJ
University of Califnornia San Diego
Efficient Machine LearningEdge AIModel Compression
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Citations & Impact
All-time
Citations
73
 
H-index
5
 
i10-index
5
 
Publications
7
 
Co-authors
8
list available
Contact
No contact links provided.
Publications
2 items
A KL Lens on Quantization: Fast, Forward-Only Sensitivity for Mixed-Precision SSM-Transformer Models
2026
Cited
0
QMC: Efficient SLM Edge Inference via Outlier-Aware Quantization and Emergent Memories Co-Design
2026
Cited
0
Resume (English only)
Co-authors
8 total
Markus Nagel
Markus Nagel
Qualcomm AI Research
Kartikeya Bhardwaj
Kartikeya Bhardwaj
Electrical and Computer Engineering, Carnegie Mellon University
Mart van Baalen
Mart van Baalen
Research Scientist (Senior Staff), Qualcomm AI Research
Harris Teague
Harris Teague
Qualcomm, Inc.
Tijmen Blankevoort
Tijmen Blankevoort
Meta - GenAI Llama Foundation Models
Co-author 6
Co-author 6
Tajana Rosing
Tajana Rosing
Distinguished Professor, UCSD
Co-author 8
Co-author 8