Mohamed S. Abdelfattah
6 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (6) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
INTERSPEECH (2)
AAAI (1)
EMNLP (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
model compression
(3)
automatic speech recognition
(2)
reinforcement learning
(1)
matrix factorization
(1)
neural architecture search
(1)
neural network optimization
(1)
singular value decomposition
(1)
contextual sparsity
(1)
search space
(1)
automated machine learning
(1)
differentiable architecture search
(1)
end-to-end model
(1)
word error rate
(1)
end-to-end speech recognition
(1)
architecture optimization
(1)
large language model
(1)
zero-cost proxies
(1)
efficiency optimization
(1)
low rank factorization
(1)
sparse pruning
(1)
Papers
Palu: KV-Cache Compression with Low-Rank Projection
ICLR 2025
Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models
ICML 2025
ShadowLLM: Predictor-based Contextual Sparsity for Large Language Models
EMNLP 2024
Zero-Cost Operation Scoring in Differentiable Architecture Search
AAAI 2023
Iterative Compression of End-to-End ASR Model Using AutoML
INTERSPEECH 2020
ShrinkML: End-to-End ASR Model Compression Using Reinforcement Learning
INTERSPEECH 2019