Mingxuan Liu

1. Handling missing values in healthcare data: A systematic review of deep learning-based imputation techniques
   2023/05/22 by Mingxuan Liu, Siqi Li, Han Yuan +8 · 5 citations
   Computer Science · Mathematics · Medicine · #Chronic Disease Management Strategies #Machine Learning in Healthcare #Statistical Methods and Bayesian Inference
2. Democratizing Fine-grained Visual Recognition with Large Language Models
   2024/01/24 by Mingxuan Liu, Subhankar Roy, Liu, Mingxuan +9 · 6 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Digital Imaging for Blood Diseases
3. Class-incremental Novel Class Discovery
   2022/07/18 by Subhankar Roy, Roy, Subhankar, Mingxuan Liu +7 · 4 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Text and Document Classification Technologies #Imbalanced Data Classification Techniques
4. Organizing Unstructured Image Collections using Natural Language
   2024/10/07 by Mingxuan Liu, Zhun Zhong, Liu, Mingxuan +9 · 5 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
5. Case management effectiveness in reducing hospital use: a systematic review
   2016/11/11 by Jee Young Joo, J.Y. Joo, M.F. Liu +1 · 1 citation
   Health Professions · Medicine · #Chronic Disease Management Strategies #Heart Failure Treatment and Management #Primary Care and Health Outcomes
6. SHiNe: Semantic Hierarchy Nexus for Open-vocabulary Object Detection
   2024/05/16 by Mingxuan Liu, Liu, Mingxuan, Tyler L. Hayes +7 · 2 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
7. Retrieval-Augmented Generation for Generative Artificial Intelligence in Medicine
   2024/06/18 by Rui Yang, Yang, Rui, Yilin Ning +15 · 2 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
8. Large-scale Pre-trained Models are Surprisingly Strong in Incremental Novel Class Discovery
   2023/03/28 by Mingxuan Liu, Subhankar Roy, Liu, Mingxuan +7 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
9. SAM-Deblur: Let Segment Anything Boost Image Deblurring
   2023/09/05 by Siwei Li, Li, Siwei, Mingxuan Liu +11 · 1 citation
   Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods
10. Proper and improper mixed states serve as different prior beliefs for quantum state retrodiction
    2025/02/14 by Mingxuan Liu, Liu, Mingxuan, Valerio Scarani +3 · 1 voice · 2 citations
    #quant-ph
11. A Plug-and-Play Temporal Normalization Module for Robust Remote Photoplethysmography
    2024/11/22 by Kegang Wang, Jiankai Tang, Wang, Kegang +9 · 2 citations
    Engineering · Medicine · #Non-Invasive Vital Sign Monitoring #Hemodynamic Monitoring and Therapy #Heart Rate Variability and Autonomic Control
12. Chamaileon: Cross-Context Binder Design with Contextualized Modeling and Mixed Sampling
    2026/07/26 by Hengyuan Cao, Shizhuo Cheng, Mingxuan Liu +5
    #cs.LG #q-bio.BM