Edith C. H. Ngai
5 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Deep Learning
(2)
Application Areas
(2)
Core AI
(2)
Core Methods
(2)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Speech & Audio
(1)
Applications
(1)
Architectures
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
cross-modal alignment
(2)
multimodal learning
(2)
representation learning
(1)
multimodal recommendation
(1)
collaborative filtering
(1)
self-supervised learning
(1)
speech synthesis
(1)
gradient aggregation
(1)
distributed learning
(1)
model aggregation
(1)
neural network optimization
(1)
speech enhancement
(1)
feature interaction
(1)
speculative decoding
(1)
draft model
(1)
multiple clustering
(1)
neural vocoder
(1)
time-frequency representation
(1)
radio frequency signal
(1)
speech recovery
(1)
Papers
Multi-modal Dynamic Proxy Learning for Personalized Multiple Clustering
AAAI 2026
Gumiho: A Hybrid Architecture to Prioritize Early Tokens in Speculative Decoding
ICML 2025
MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation
AAAI 2025
Internal Cross-layer Gradients for Extending Homogeneity to Heterogeneity in Federated Learning
ICLR 2024
Radio2Speech: High Quality Speech Recovery from Radio Frequency Signals
Interspeech 2022