Duc Nguyen
10 papers · 2022–2026 · 8 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (29) 🏆 Grand Slam
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Renaissance Researcher
(5)
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Keyword Collector
(50)
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Trend Setter
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Century Club · Bronze
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Unstoppable · Bronze
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Research topics
Machine Learning
(8)
Artificial Intelligence
(4)
Application Areas
(4)
Optimization & Theory
(4)
Data Science & Analytics
(3)
Applications
(3)
Core AI
(3)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Learning Types · Deep Learning
(2)
Optimization
(2)
Natural Language Processing
(1)
Security & Privacy
(1)
Keywords
large language model
(3)
top-k recovery
(2)
spectral algorithm
(2)
item response theory
(2)
rasch model
(2)
maximum likelihood
(1)
conversational ai
(1)
catastrophic forgetting
(1)
model interpretability
(1)
incremental learning
(1)
reinforcement learning from human feedback
(1)
model alignment
(1)
multilingual nlp
(1)
learning to rank
(1)
lyapunov exponent
(1)
bias detection
(1)
discrete choice
(1)
spectral analysis
(1)
ranking algorithm
(1)
markov chain
(1)
Papers
Catching the First Light of Tomorrow: A Hackathon-Based Framework for Introducing High School Students to AI Agents
AAAI 2026
Low-Rank Adaptation in Multilinear Operator Networks for Security-Preserving Incremental Learning
CVPR 2025
Neural ODE Transformers: Analyzing Internal Dynamics and Adaptive Fine-tuning
ICLR 2025
Crossing Linguistic Horizons: Finetuning and Comprehensive Evaluation of Vietnamese Large Language Models
NAACL 2024
Novel Spectral Algorithms for the Partial Credit Model
ICML 2024
Efficient and Accurate Learning of Mixtures of Plackett-Luce Models
AAAI 2023
OpenAssistant Conversations - Democratizing Large Language Model Alignment
NeurIPS 2023
Optimal and Private Learning from Human Response Data
AISTATS 2023
A Spectral Approach to Item Response Theory
NeurIPS 2022
Efficient and accurate top-k recovery from choice data
UAI 2022