Hongfei Du
3 papers · 2021–2025 · 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 · Silver
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Taxonomy Completionist
(14)
📈
Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Interdisciplinary
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Models
(1)
Keywords
contrastive learning
(1)
transfer learning
(1)
sentiment analysis
(1)
uncertainty quantification
(1)
prototype learning
(1)
instruction tuning
(1)
human-computer interaction
(1)
convolutional neural network
(1)
bootstrap method
(1)
noisy label
(1)
cross-attention mechanism
(1)
prediction uncertainty
(1)
speech emotion recognition
(1)
audio large language model
(1)
convex neural network
(1)
theoretical consistency
(1)
historical literature
(1)
Papers
EAA: Emotion-Aware Audio Large Language Models with Dual Cross-Attention and Context-Aware Instruction Tuning
Interspeech 2025
Role-Guided Annotation and Prototype-Aligned Representation Learning for Historical Literature Sentiment Classification
EMNLP 2025
Uncertainty Quantification in CNN Through the Bootstrap of Convex Neural Networks
AAAI 2021