Liu, Siyu

1. A comprehensive survey on deep active learning in medical image analysis
   2023/10/22 by Haoran Wang, Wang, Haoran, Qiuye Jin +9 · 10 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning and Data Classification
2. Cascaded Multi-Modal Mixing Transformers for Alzheimer's Disease Classification with Incomplete Data
   2022/10/01 by Linfeng Liu, Liu, Linfeng, Siyu Liu +9 · 3 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #Multimodal Machine Learning Applications #electronic engineering #information engineering
3. CAN3D: Fast 3D Medical Image Segmentation via Compact Context Aggregation
   2021/09/12 by Wei Dai, Boyeong Woo, Dai, Wei +15 · 2 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
4. Iterative Predictor-Critic Code Decoding for Real-World Image Dehazing
   2025/03/17 by Fu, Jiayi, Liu, Siyu, Liu, Zikun +5 · 4 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. A Multi-agent Framework for Physical Laws Discovery
   2024/11/25 by Bo Hu, Hu, Bo, Siyu Liu +10 · 4 citations
   Computer Science · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Semantic Web and Ontologies
6. TriFormer: A Multi-modal Transformer Framework For Mild Cognitive Impairment Conversion Prediction
   2023/07/14 by Linfeng Liu, Junyan Lyu, Liu, Linfeng +9 · 1 citation
   Computer Science · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Machine Learning in Healthcare #Biomedical Text Mining and Ontologies
7. A Diffusion-Based Framework for Occluded Object Movement
   2025/04/02 by Duan, Zheng-Peng, Zhang, Jiawei, Liu, Siyu +5 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
8. FaceMe: Robust Blind Face Restoration with Personal Identification
   2025/01/09 by Siyu Liu, Liu, Siyu, Zheng-Peng Duan +12 · 2 citations
   Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Facial Nerve Paralysis Treatment and Research #Facial Rejuvenation and Surgery Techniques
9. CovidLLM: A Robust Large Language Model with Missing Value Adaptation and Multi-Objective Learning Strategy for Predicting Disease Severity and Clinical Outcomes in COVID-19 Patients
   2024/11/28 by Siyu Liu, Zhu, Shengjun, Liu, Siyu +20 · 2 citations
   Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Large Language Models for Material Property Predictions: elastic constant tensor prediction and materials design
    2024/11/19 by Siyu Liu, Tongqi Wen, Liu, Siyu +7 · 1 citation
    Materials Science · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
11. SMILE-UHURA Challenge -- Small Vessel Segmentation at Mesoscopic Scale from Ultra-High Resolution 7T Magnetic Resonance Angiograms
    2024/11/14 by Soumick Chatterjee, Chatterjee, Soumick, Hendrik Mattern +90 · 1 citation
    Engineering · Medicine · #Advanced MRI Techniques and Applications #Advanced X-ray and CT Imaging #Artificial Intelligence (cs.AI) #Cerebrovascular and Carotid Artery Diseases #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering