Yonggang Hu
7 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🏆
Keyword Champion
(3)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Speech & Audio
(2)
Analysis
(2)
Processing
(2)
Techniques
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Core Methods
(1)
Learning Paradigms · Machine Learning
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Types
(1)
Mathematics
(1)
Keywords
spherical harmonics
(3)
neural architecture search
(3)
relative harmonic coefficient
(2)
noise reduction
(1)
bilevel optimization
(1)
probabilistic graphical model
(1)
overfitting reduction
(1)
parameter efficiency
(1)
automated machine learning
(1)
differentiable architecture search
(1)
spatial audio
(1)
reverberant environment
(1)
direction-of-arrival estimation
(1)
acoustic enhancement
(1)
spatial covariance matrix
(1)
meta-feature extraction
(1)
operation merge
(1)
search cost
(1)
acoustic signal enhancement
(1)
higher order microphone
(1)
Papers
Direct-path Relative Harmonic Coefficients Detection for Multi-source Direction-of-Arrival Estimation in Reverberant Environments
Interspeech 2025
Power Spectral Density Estimation for Acoustic Source Separation Using A Spherical Microphone Array
Interspeech 2025
Spatial Acoustic Enhancement Using Unbiased Relative Harmonic Coefficients
Interspeech 2024
Rethinking Bi-Level Optimization in Neural Architecture Search: A Gibbs Sampling Perspective
AAAI 2021
Acoustic Signal Enhancement Using Relative Harmonic Coefficients: Spherical Harmonics Domain Approach
Interspeech 2020
MergeNAS: Merge Operations into One for Differentiable Architecture Search
IJCAI 2020
Transferable AutoML by Model Sharing Over Grouped Datasets
CVPR 2019