Azalia Mirhoseini
10 papers · 2017–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (18) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π§
Keyword Pioneer
π
Keyword Champion
(3)
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
β
The Questioner
(2)
π
Conference Pioneer
π
Century Club Β· Bronze
ποΈ
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(50)
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Research topics
Machine Learning
(9)
Artificial Intelligence
(6)
Application Areas
(5)
Core AI
(5)
Core Methods
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Computer Science
(1)
Reinforcement Learning
(1)
Robotics
(1)
Architectures
(1)
Capabilities
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
computational graph
(3)
device placement
(2)
graph neural network
(2)
language model
(2)
graph classification
(1)
prompt-based learning
(1)
reinforcement learning
(1)
majority voting
(1)
function approximation
(1)
sampling
(1)
convolutional network
(1)
heavy-tailed distribution
(1)
hierarchical model
(1)
mixture of expert
(1)
vision-language-action model
(1)
iterative refinement
(1)
long-range dependency
(1)
compiler optimization
(1)
heterogeneous environment
(1)
policy gradient
(1)
Papers
An Architecture Search Framework for Inference-Time Techniques
ICML 2025
How Do Large Language Monkeys Get Their Power (Laws)?
ICML 2025
KernelBench: Can LLMs Write Efficient GPU Kernels?
ICML 2025
RoboMonkey: Scaling Test-Time Sampling and Verification for Vision-Language-Action Models
CoRL 2025
Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification
NeurIPS 2023
Representing Long-Range Context for Graph Neural Networks with Global Attention
NeurIPS 2021
Transferable Graph Optimizers for ML Compilers
NeurIPS 2020
Deep Mixture of Experts via Shallow Embedding
UAI 2019
A Hierarchical Model for Device Placement
ICLR 2018
Device Placement Optimization with Reinforcement Learning
ICML 2017