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Nguyen, Dang

  1. DynaSaur: Large Language Agents Beyond Predefined Actions
    2024/11/04 by Dang Nguyen, Deanna D. Nguyen, Nguyen, Dang +23 · 16 voices · 8 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
  2. GUI Agents: A Survey
    2024/12/18 by Deanna D. Nguyen, Jian Chen, Nguyen, Dang +54 · 33 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Human-Computer Interaction (cs.HC) #Robotic Path Planning Algorithms #Web Data Mining and Analysis
  3. Improving Mini-batch Optimal Transport via Partial Transportation
    2021/08/22 by Khai T. Nguyen, Nguyen, Khai, Dang Nguyen +6 · 5 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Enhancement Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
  4. Bayesian Optimization for Categorical and Category-Specific Continuous Inputs
    2019/11/28 by Dang Nguyen, Nguyen, Dang, Sunil Gupta +7 · 5 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
  5. Momentum Adversarial Distillation: Handling Large Distribution Shifts in Data-Free Knowledge Distillation
    2022/09/21 by Hung Lê, Do, Kien, Le, Hung +12 · 3 citations
    Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  6. ColorBench: Can VLMs See and Understand the Colorful World? A Comprehensive Benchmark for Color Perception, Reasoning, and Robustness
    2025/04/10 by Yijun Liang, Liang, Yijun, Min Li +17 · 11 citations
    Psychology · #Categorization, perception, and language #Color perception and design #Language, Metaphor, and Cognition
  7. Moments of Student's t-distribution: A Unified Approach
    2019/12/03 by J. Lars Kirkby, Dang Khoa Nguyen, Kirkby, J. Lars +3 · 2 citations
    Mathematics · #Advanced Statistical Methods and Models #FOS: Mathematics #Probability (math.PR) #Statistical Distribution Estimation and Applications #Statistics Theory (math.ST)
  8. GPT-4V Cannot Generate Radiology Reports Yet
    2024/07/16 by Yuyang Jiang, Chacha Chen, Jiang, Yuyang +7 · 4 citations
    Medicine · #Radiomics and Machine Learning in Medical Imaging #Radiology practices and education #Artificial Intelligence in Healthcare and Education
  9. RuleR: Improving LLM Controllability by Rule-based Data Recycling
    2024/06/22 by Ming Li, Li, Ming, Han Chen +9 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. DeepCoDA: personalized interpretability for compositional health data
    2020/06/02 by Quinn, Thomas P., Nguyen, Dang, Rana, Santu +2 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  11. Beyond Semantic Entropy: Boosting LLM Uncertainty Quantification with Pairwise Semantic Similarity
    2025/05/30 by Dang Nguyen, Nguyen, Dang, Ali Payani +3 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  12. Multi-Objective Linguistic Control of Large Language Models
    2024/06/23 by Dang Nguyen, Nguyen, Dang, Jiuhai Chen +3 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  13. On Cross-Layer Alignment for Model Fusion of Heterogeneous Neural Networks
    2021/10/29 by Nguyen, Dang, Nguyen, Trang, Nguyen, Khai +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. Bidirectional Diffusion Bridge Models
    2025/02/12 by Duc Kieu, Kieu, Duc, Toan-Van Nguyen +6 · 3 citations
    Mathematics · #Numerical methods for differential equations
  15. Synthetic Text Generation for Training Large Language Models via Gradient Matching
    2025/02/24 by Dang Nguyen, Nguyen, Dang, Zeman Li +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  16. Mini-batch Coresets for Memory-efficient Language Model Training on Data Mixtures
    2024/07/28 by Dang Khoa Nguyen, Wenhan Yang, Nguyen, Dang +7 · 2 citations
    Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Innovative Microfluidic and Catalytic Techniques Innovation #Machine Learning (cs.LG)
  17. Pragmatic Radiology Report Generation
    2023/11/28 by Nguyen, Dang, Chen, Chacha, He, He +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. CoSTA∗: Cost-Sensitive Toolpath Agent for Multi-turn Image Editing
    2025/03/13 by Advait Gupta, Gupta, Advait, NandaKiran Velaga +4 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  19. Active Level Set Estimation for Continuous Search Space with Theoretical Guarantee
    2024/02/26 by Giang Ngo, Dang Nguyen, Ngo, Giang +5 · 1 citation
    Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Auction Theory and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods
  20. Personalized Multimodal Large Language Models: A Survey
    2024/12/03 by Junda Wu, Hanjia Lyu, Wu, Junda +51 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  21. On the Effectiveness and Generalization of Race Representations for Debiasing High-Stakes Decisions
    2025/04/07 by Nguyen, Dang, Tan, Chenhao · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. Generating Realistic Tabular Data with Large Language Models
    2024/10/29 by Dang Nguyen, Nguyen, Dang, Sunil Gupta +6 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling