Mohamed S Abdelfattah

7 papers · 2021–2024 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

ICML (3) AUTOML (2) ICLR (2)

Top co-authors

Łukasz Dudziak (3) Abhinav Mehrotra (3) Nicholas Donald Lane (3) Sheng Li (2) Jordan Dotzel (2) Yash Akhauri (2) Zhiru Zhang (2) Gang Wu (2) Liqun Cheng (1) Thomas Chau (1)

Keywords

few-shot learning (1) neural architecture search (1) neural network (1) latency prediction (1)

Papers

Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs ICML 2024

Towards Neural Architecture Search through Hierarchical Generative Modeling ICML 2024

FLIQS: One-Shot Mixed-Precision Floating-Point and Integer Quantization Search AUTOML 2024

Encodings for Prediction-based Neural Architecture Search ICML 2024

Multi-Predict: Few Shot Predictors For Efficient Neural Architecture Search AUTOML 2023

Zero-Cost Proxies for Lightweight NAS ICLR 2021

NAS-Bench-ASR: Reproducible Neural Architecture Search for Speech Recognition ICLR 2021