Huy Nguyen

1. Mixture of Experts Meets Prompt-Based Continual Learning
   2024/05/23 by Minh Duc Le, An Nguyen, Le, Minh +10 · 12 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Sublinear Time Algorithms for Earth Mover's Distance
   2009/04/02 by Khanh Do Ba, Huy L. Nguyên, Ba, Khanh Do +5 · 1 citation
   Computer Science · #Algorithms and Data Compression #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning and Data Classification
3. Hierarchical Sliced Wasserstein Distance
   2022/09/27 by Khai Nguyen, Nguyen, Khai, Tongzheng Ren +9 · 2 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Medical Image Segmentation Techniques #3D Shape Modeling and Analysis
4. Revisiting Prefix-tuning: Statistical Benefits of Reparameterization among Prompts
   2024/10/03 by Minh Le, Chàu Nguyen, Le, Minh +9 · 5 citations
   Arts and Humanities · Computer Science · Social Sciences · #FOS: Computer and information sciences #Language and cultural evolution #Linguistics and Cultural Studies #Machine Learning (cs.LG) #Natural Language Processing Techniques
5. On Budgeted Influence Maximization in Social Networks
   2012/04/19 by Huy Nguyen, Nguyen, Huy, Rong Zheng +1 · 1 citation
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
6. Is Temperature Sample Efficient for Softmax Gaussian Mixture of Experts?
   2024/01/25 by Huy Nguyen, Pedram Akbarian, Nguyen, Huy +3 · 3 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Mobile Crowdsensing and Crowdsourcing
7. Aerial-Ground Person Re-ID
   2023/03/15 by Huy Nguyen, Nguyen, Huy, Kien Nguyen +5 · 2 citations
   Computer Science · Engineering · #Video Surveillance and Tracking Methods #Human Pose and Action Recognition #Gait Recognition and Analysis
8. Fast Approximation of the Generalized Sliced-Wasserstein Distance
   2022/10/19 by Dung T. Le, Huy Nguyen, Le, Dung +7 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications
9. AG-ReID.v2: Bridging Aerial and Ground Views for Person Re-identification
   2024/01/05 by Huy Nguyen, Kien Nguyen, Nguyen, Huy +5 · 2 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #UAV Applications and Optimization #Video Surveillance and Tracking Methods
10. Gaussian Process Regression models for the properties of micro-tearing modes in spherical tokamak
    2023/09/18 by W. A. Hornsby, Ander Gray, Hornsby, William +21 · 1 citation
    Physics and Astronomy · Computer Science · Engineering · #Magnetic confinement fusion research #Target Tracking and Data Fusion in Sensor Networks #Nuclear reactor physics and engineering
11. Gaussian process surrogate models for the properties of micro-tearing modes in spherical tokamaks
    2024/03/14 by W. A. Hornsby, Hornsby, William, Ander Gray +21 · 1 citation
    Computer Science · #FOS: Physical sciences #Plasma Physics (physics.plasm-ph) #Target Tracking and Data Fusion in Sensor Networks
12. On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation
    2025/02/05 by Nghiem T. Diep, Diep, Nghiem T., Huy Nguyen +13 · 3 citations
    Neuroscience · #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Machine Learning (cs.LG)