Yiheng Huang
4 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Trend Setter
Venues
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Research topics
Machine Learning
(4)
Deep Learning
(3)
Application Areas
(3)
Architectures
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Speech & Audio
(1)
Applications
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Methods
(1)
Keywords
language model
(2)
few-shot learning
(1)
unsupervised pretraining
(1)
data augmentation
(1)
speech recognition
(1)
multi-class classification
(1)
acoustic model
(1)
tree structure
(1)
node embedding
(1)
pre-trained language model
(1)
beam search
(1)
self-attention network
(1)
spatio-temporal data
(1)
noise contrastive estimation
(1)
neural language model
(1)
end-to-end speech recognition
(1)
frequency channel
(1)
spatial-temporal forecasting
(1)
statistical variance
(1)
candidate selection
(1)
Papers
STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM
AAAI 2025
SpecSwap: A Simple Data Augmentation Method for End-to-End Speech Recognition
Interspeech 2020
Speech-XLNet: Unsupervised Acoustic Model Pretraining for Self-Attention Networks
Interspeech 2020
Candidates vs. Noises Estimation for Large Multi-Class Classification Problem
ICML 2018