Devleena Das
Scholar

Devleena Das

Google Scholar ID: xzt3VP0AAAAJ
Member of Technical Staff, AMD
Machine LearningOptimizationExplainability
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Citations & Impact
All-time
Citations
516
 
H-index
10
 
i10-index
10
 
Publications
17
 
Co-authors
6
list available
Contact
No contact links provided.
Publications
5 items
Recover-LoRA for Aggressive Quantization: Reclaiming Accuracy in 2-Bit Language Models via Low-Rank Adaptation with Knowledge Distillation on Synthetic Data
2026
Cited
0
KV Pareto: Systems-Level Optimization of KV Cache and Model Compression for Long Context Inference
2025
Cited
0
Recover-LoRA: Data-Free Accuracy Recovery of Degraded Language Models via Low-Rank Adaptation
2025
Cited
0
Forecasting LLM Inference Performance via Hardware-Agnostic Analytical Modeling
2025
Cited
0
ByDeWay: Boost Your multimodal LLM with DEpth prompting in a Training-Free Way
2025
Cited
0
Resume (English only)
Co-authors
6 total
Sonia Chernova
Sonia Chernova
Associate Professor, Georgia Institute of Technology
Siddhartha Banerjee
Siddhartha Banerjee
Remote Operations Lead, Diligent Robotics
Been Kim
Been Kim
Google DeepMind
Thomas Ploetz
Thomas Ploetz
Georgia Institute of Technology
Co-author 5
Co-author 5
Angel Andres Daruna
Angel Andres Daruna
Advanced Computer Scientist, SRI International