Mostafa Elhoushi
11 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (24) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π
Century Club
(10)
β‘
Prolific Year
(5)
π₯
Unstoppable
(5)
Conferences
ICML (6)
CVPR (2)
ACL (1)
EACL (1)
EMNLP (1)
Top co-authors
Keywords
large language model
(2)
model compression
(2)
reinforcement learning
(1)
self-supervised learning
(1)
image captioning
(1)
empirical study
(1)
efficient inference
(1)
scaling law
(1)
neural network optimization
(1)
deep learning training
(1)
early exit
(1)
integer linear programming
(1)
semantic similarity
(1)
multimodal dataset
(1)
synthetic datum
(1)
policy learning
(1)
model collapse
(1)
vision-language model
(1)
memory optimization
(1)
neural network training
(1)
Papers
Calibrating Beyond English: Language Diversity for Better Quantized Multilingual LLMs
EACL 2026
Demystifying Synthetic Data in LLM Pre-training: A Systematic Study of Scaling Laws, Benefits, and Pitfalls
EMNLP 2025
any4: Learned 4-bit Numeric Representation for LLMs
ICML 2025
LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding
ACL 2024
Sieve: Multimodal Dataset Pruning using Image Captioning Models
CVPR 2024
CHAI: Clustered Head Attention for Efficient LLM Inference
ICML 2024
AST-T5: Structure-Aware Pretraining for Code Generation and Understanding
ICML 2024
Evaluation of LLMs on Syntax-Aware Code Fill-in-the-Middle Tasks
ICML 2024
MODeL: Memory Optimizations for Deep Learning
ICML 2023
Learning Compiler Pass Orders using Coreset and Normalized Value Prediction
ICML 2023
Fire Together Wire Together: A Dynamic Pruning Approach With Self-Supervised Mask Prediction
CVPR 2022