Yash Akhauri
4 papers · 2022–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer π Cross-Pollinator (15)
π
Trend Setter
Conferences
AUTOML (1)
EMNLP (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
neural architecture search
(2)
neural network pruning
(1)
few-shot learning
(1)
evolutionary algorithm
(1)
contextual sparsity
(1)
genetic programming
(1)
large language model
(1)
neural network
(1)
zero-cost proxy
(1)
efficiency optimization
(1)
latency prediction
(1)
sparse pruning
(1)
architecture scoring
(1)
network design space
(1)
model compression
(1)
activation prediction
(1)
Papers
ShadowLLM: Predictor-based Contextual Sparsity for Large Language Models
EMNLP 2024
Encodings for Prediction-based Neural Architecture Search
ICML 2024
Multi-Predict: Few Shot Predictors For Efficient Neural Architecture Search
AUTOML 2023
EZNAS: Evolving Zero-Cost Proxies For Neural Architecture Scoring
NIPS 2022