Hieu Trung Nguyen
6 papers · 2024–2025 · 4 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
(15)
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Research topics
Artificial Intelligence
(6)
Machine Learning
(5)
Core AI
(5)
Deep Learning
(4)
Optimization & Theory · Machine Learning
(3)
Application Areas
(2)
Core Methods
(2)
Data Science & Analytics
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
generative modeling
(1)
representation learning
(1)
contrastive learning
(1)
sample efficiency
(1)
graph structure
(1)
model pruning
(1)
cold-start recommendation
(1)
attention head
(1)
pre-trained language model
(1)
task adaptation
(1)
shapley value
(1)
agent system
(1)
attention head pruning
(1)
user embedding
(1)
transformer model
(1)
activation intervention
(1)
reasoning performance
(1)
adaptive item selection
(1)
behavior simulation
(1)
layerwise additive
(1)
Papers
Mixture-of-Personas Language Models for Population Simulation
ACL 2025
Structured Pruning for Diverse Best-of-N Reasoning Optimization
ACL 2025
Task-driven Layerwise Additive Activation Intervention
NAACL 2025
Cold-start Recommendation by Personalized Embedding Region Elicitation
UAI 2024
Explaining Graph Neural Networks via Structure-aware Interaction Index
ICML 2024
Generative Conditional Distributions by Neural (Entropic) Optimal Transport
ICML 2024