Yongjun He
7 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(27)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Deep Learning
(5)
Core AI
(4)
Application Areas
(3)
Core Methods
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Speech & Audio
(1)
Applications
(1)
Architectures
(1)
Keywords
distributed learning
(2)
anomalous sound detection
(2)
representation learning
(2)
domain generalization
(1)
automatic speech recognition
(1)
model parallelism
(1)
class imbalance
(1)
speaker verification
(1)
data parallelism
(1)
mutual information
(1)
gradient compression
(1)
language model
(1)
communication compression
(1)
foundation model
(1)
pipeline parallelism
(1)
pre-trained model
(1)
evolutionary algorithm
(1)
multimodal representation
(1)
speaker embedding
(1)
self-supervised learning
(1)
Papers
Adaptive Across-Subcenter Representation Learning for Imbalanced Anomalous Sound Detection
Interspeech 2025
Dual Orthogonality Sub-center Loss for Enhanced Anomalous Sound Detection
Interspeech 2025
Personality-memory Gated Adaptation: An Efficient Speaker Adaptation for Personalized End-to-end Automatic Speech Recognition
Interspeech 2024
Mutual Information-based Embedding Decoupling for Generalizable Speaker Verification
Interspeech 2023
Sentiment Knowledge Enhanced Self-supervised Learning for Multimodal Sentiment Analysis
ACL 2023
Decentralized Training of Foundation Models in Heterogeneous Environments
NeurIPS 2022
Fine-tuning Language Models over Slow Networks using Activation Quantization with Guarantees
NeurIPS 2022