Mostafa Elhoushi
11 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (26) 🗃️ Keyword Collector (65)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
⚡
Prolific Year · Productive
Top co-authors
Research topics
Machine Learning
(10)
Artificial Intelligence
(7)
Core AI
(7)
Application Areas
(6)
Learning Types · Machine Learning
(5)
Deep Learning
(4)
Natural Language Processing
(4)
Optimization & Theory · Machine Learning
(4)
Core Methods
(3)
Models
(3)
Optimization & Theory · Deep Learning
(3)
Resources & Methods
(3)
Reinforcement Learning
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Keywords
large language model
(3)
model compression
(2)
post-training quantization
(1)
neural network training
(1)
self-supervised learning
(1)
image captioning
(1)
code generation
(1)
integer linear programming
(1)
policy learning
(1)
efficient inference
(1)
neural network optimization
(1)
deep learning training
(1)
pretraining
(1)
early exit
(1)
dynamic programming
(1)
empirical study
(1)
semantic similarity
(1)
multimodal dataset
(1)
synthetic data
(1)
reinforcement learning
(1)
Papers
Calibrating Beyond English: Language Diversity for Better Quantized Multilingual LLMs
EACL 2026
any4: Learned 4-bit Numeric Representation for LLMs
ICML 2025
Demystifying Synthetic Data in LLM Pre-training: A Systematic Study of Scaling Laws, Benefits, and Pitfalls
EMNLP 2025
AST-T5: Structure-Aware Pretraining for Code Generation and Understanding
ICML 2024
CHAI: Clustered Head Attention for Efficient LLM Inference
ICML 2024
Evaluation of LLMs on Syntax-Aware Code Fill-in-the-Middle Tasks
ICML 2024
LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding
ACL 2024
Sieve: Multimodal Dataset Pruning using Image Captioning Models
CVPR 2024
Learning Compiler Pass Orders using Coreset and Normalized Value Prediction
ICML 2023
MODeL: Memory Optimizations for Deep Learning
ICML 2023
Fire Together Wire Together: A Dynamic Pruning Approach With Self-Supervised Mask Prediction
CVPR 2022