Yutong Xie
- CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation
2021/03/04 by Yutong Xie, Xie, Yutong, Jianpeng Zhang +5 · 13 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging and Analysis
- Position: Towards Bidirectional Human-AI Alignment
2024/06/13 by Hua Shen, Tiffany Knearem, Shen, Hua +45 · 2 voices · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #cs.AI #cs.CL #cs.HC
- MARS: Markov Molecular Sampling for Multi-objective Drug Discovery
2021/03/18 by Yutong Xie, Xie, Yutong, Chence Shi +11 · 9 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Machine Learning in Materials Science #Protein Structure and Dynamics #and Science (cs.CE)
- Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation Learning
2023/11/29 by Yiwen Ye, Ye, Yiwen, Yutong Xie +9 · 10 citations
Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Measurement-conditioned Denoising Diffusion Probabilistic Model for Under-sampled Medical Image Reconstruction
2022/03/05 by Yutong Xie, Quanzheng Li, Xie, Yutong +1 · 6 citations
Medicine · Computer Science · #Medical Imaging Techniques and Applications #Advanced MRI Techniques and Applications #Image and Signal Denoising Methods
- UniSeg: A Prompt-driven Universal Segmentation Model as well as A Strong Representation Learner
2023/04/07 by Yiwen Ye, Yutong Xie, Ye, Yiwen +7 · 6 citations
Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
- Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
2024/11/06 by Pedro R. A. S. Bassi, Wenxuan Li, Bassi, Pedro R. A. S. +103 · 11 citations
Engineering · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis
- PGL: Prior-Guided Local Self-supervised Learning for 3D Medical Image Segmentation
2020/11/25 by Yutong Xie, Jianpeng Zhang, Xie, Yutong +7 · 2 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- BHSD: A 3D Multi-Class Brain Hemorrhage Segmentation Dataset
2023/08/22 by Biao Wu, Yutong Xie, Wu, Biao +15 · 3 citations
Medicine · Neuroscience · #Intracerebral and Subarachnoid Hemorrhage Research #Neurosurgical Procedures and Complications #Brain Tumor Detection and Classification
- Segment Together: A Versatile Paradigm for Semi-Supervised Medical Image Segmentation
2023/11/20 by Qingjie Zeng, Yutong Xie, Zeng, Qingjie +9 · 3 citations
Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #COVID-19 diagnosis using AI #Advanced Neural Network Applications
- Diffusion Model for Generative Image Denoising
2023/02/05 by Yutong Xie, Minne Yuan, Xie, Yutong +5 · 2 citations
Computer Science · Engineering · #Image and Signal Denoising Methods #Image Processing Techniques and Applications #Medical Image Segmentation Techniques
- Transformer-based Annotation Bias-aware Medical Image Segmentation
2023/06/02 by Zehui Liao, Yutong Xie, Liao, Zehui +5 · 2 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- Viral Pneumonia Screening on Chest X-ray Images Using Confidence-Aware Anomaly Detection
2020/03/27 by Jianpeng Zhang, Yutong Xie, Zhang, Jianpeng +19 · 2 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis
2024/08/04 by Townim Faisal Chowdhury, Chowdhury, Townim F., Vu Minh Hieu Phan +13 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare
- A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification
2019/03/08 by Yutong Xie, Xie, Yutong, Jianpeng Zhang +5 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences #Nonmelanoma Skin Cancer Studies
- A Survey of Medical Vision-and-Language Applications and Their Techniques
2024/11/19 by Qi Chen, Chen, Qi, Zhao, Ruoshan +19 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
- MMCLIP: Cross-modal Attention Masked Modelling for Medical Language-Image Pre-Training
2024/07/28 by Biao Wu, Yutong Xie, Wu, Biao +11 · 2 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation
2025/02/17 by Haochen Xue, Xue, Haochen, Feilong Tang +29 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems
- MASSW: A New Dataset and Benchmark Tasks for AI-Assisted Scientific Workflows
2024/06/10 by Xingjian Zhang, Zhang, Xingjian, Yutong Xie +19 · 1 citation
Decision Sciences · Computer Science · #Scientific Computing and Data Management #Research Data Management Practices
- Be.FM: Open Foundation Models for Human Behavior
2025/05/29 by Yutong Xie, Xie, Yutong, Ziqing Li +21 · 3 citations
Psychology · #Artificial Intelligence (cs.AI) #Behavioral and Psychological Studies #Computation and Language (cs.CL) #Computational Engineering #Digital Mental Health Interventions #FOS: Computer and information sciences #Finance #Primate Behavior and Ecology #and Science (cs.CE)
- SAM-aware Test-time Adaptation for Universal Medical Image Segmentation
2025/06/05 by Yicheng Wu, Wu, Jianghao, Yutong Xie +15 · 2 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis
- A Multimodal and Multi-centric Head and Neck Cancer Dataset for Segmentation, Diagnosis and Outcome Prediction
2025/08/30 by Numan Saeed, Salma Hassan, Saeed, Numan +82 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Head and Neck Cancer Studies
- Can Experts Adapt Without Training? On Test-Time Modality Generalization in MVLMs
2026/07/18 by Raza Imam, Darakshan Rashid, Yutong Xie +3
#cs.CV