Jixiang Li
5 papers · 2020–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Learning Types
(3)
Optimization & Theory · Machine Learning
(3)
Mathematics & Optimization
(2)
Application Areas
(2)
Architectures
(2)
Optimization
(2)
Optimization & Theory · Deep Learning
(2)
Artificial Intelligence
(1)
Speech & Audio
(1)
Analysis
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Keywords
neural architecture search
(4)
performance prediction
(2)
bayesian optimization
(1)
convolutional neural network
(1)
acquisition function
(1)
evolutionary algorithm
(1)
positional encoding
(1)
mobile network
(1)
search space
(1)
permutation invariance
(1)
architecture predictor
(1)
acoustic scene classification
(1)
architecture representation
(1)
performance predictor
(1)
graph neural network
(1)
topology information
(1)
zero-cost proxy
(1)
graph encoding
(1)
self-evolution framework
(1)
hyperparameter optimization
(1)
Papers
PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor
AAAI 2023
ProxyBO: Accelerating Neural Architecture Search via Bayesian Optimization with Zero-Cost Proxies
AAAI 2023
TNASP: A Transformer-based NAS Predictor with a Self-evolution Framework
NeurIPS 2021
Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search
ECCV 2020
Neural Architecture Search on Acoustic Scene Classification
Interspeech 2020