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Jintai Chen

  1. A Survey on Multimodal Large Language Models for Autonomous Driving
    2023/11/21 by Can Cui, Yunsheng Ma, Cui, Can +39 · 89 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  2. ExcelFormer: A neural network surpassing GBDTs on tabular data
    2023/01/07 by Jintai Chen, Chen, Jintai, Jiahuan Yan +10 · 1 voice · 8 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification #cs.LG
  3. Making Pre-trained Language Models Great on Tabular Prediction
    2024/03/04 by Jiahuan Yan, Bo Zheng, Yan, Jiahuan +13 · 15 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  4. T2G-Former: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction
    2022/11/30 by Jiahuan Yan, Jintai Chen, Yan, Jiahuan +6 · 9 citations
    Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Explainable Artificial Intelligence (XAI)
  5. DANets: Deep Abstract Networks for Tabular Data Classification and Regression
    2021/12/06 by Jintai Chen, Kuanlun Liao, Chen, Jintai +6 · 7 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  6. LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation
    2024/03/12 by Jinhong Wang, Wang, Jinhong, Jintai Chen +4 · 11 citations
    Computer Science · Neuroscience · #Medical Image Segmentation Techniques #Advanced Neural Network Applications #Brain Tumor Detection and Classification
  7. Medical Video Generation for Disease Progression Simulation
    2024/11/18 by Xu Cao, Cao, Xu, Kaizhao Liang +17 · 1 voice · 5 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Machine Learning in Healthcare #cs.AI #cs.CV
  8. Robust Training of Graph Neural Networks via Noise Governance
    2022/11/12 by Siyi Qian, Qian, Siyi, Haochao Ying +10 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  9. D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation
    2022/01/03 by Yixuan Wu, Kuanlun Liao, Wu, Yixuan +10 · 4 citations
    Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Advanced Neural Network Applications
  10. Cross-Layer Retrospective Retrieving via Layer Attention
    2023/02/08 by Yanwen Fang, Fang, Yanwen, Yuxi Cai +9 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  11. Ord2Seq: Regarding Ordinal Regression as Label Sequence Prediction
    2023/07/18 by Jinhong Wang, Wang, Jinhong, Yi Cheng +9 · 4 citations
    Computer Science · #Text and Document Classification Technologies #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning
  12. Mind's Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models
    2023/11/15 by Weize Liu, Liu, Weize, Guocong Li +15 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  13. TeleOR: Real-time Telemedicine System for Full-Scene Operating Room
    2024/07/29 by Yixuan Wu, Kaiyuan Hu, Wu, Yixuan +9 · 3 citations
    Health Professions · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Healthcare Operations and Scheduling Optimization #Image and Video Processing (eess.IV) #Surgical Simulation and Training #electronic engineering #information engineering
  14. Protein-Mamba: Biological Mamba Models for Protein Function Prediction
    2024/09/22 by Baisheng Xu, Yingzhou Lu, Xu, Bohao +9 · 3 citations
    Biochemistry, Genetics and Molecular Biology · #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Quantitative Methods (q-bio.QM)
  15. Quantum-inspired Reinforcement Learning for Synthesizable Drug Design
    2024/09/13 by Dan Wang, Jintai Chen, Wang, Dannong +10 · 2 citations
    Engineering · #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Innovative Microfluidic and Catalytic Techniques Innovation #Machine Learning (cs.LG) #Molecular Communication and Nanonetworks
  16. Personalized Heart Disease Detection via ECG Digital Twin Generation
    2024/04/17 by Yaojun Hu, Hu, Yaojun, Jintai Chen +13 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Digital Transformation in Industry #Engineering Education and Technology #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  17. PGformer: Proxy-Bridged Game Transformer for Multi-Person Highly Interactive Extreme Motion Prediction
    2023/06/06 by Yanwen Fang, Jintai Chen, Fang, Yanwen +10 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  18. TrialBench: Multi-Modal Artificial Intelligence-Ready Clinical Trial Datasets
    2024/06/30 by Jintai Chen, Chen, Jintai, Yaojun Hu +27 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
  19. Multi-rater Prompting for Ambiguous Medical Image Segmentation
    2024/04/11 by Jinhong Wang, Yi Cheng, Wang, Jinhong +9 · 1 citation
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
  20. A Survey on Ordinal Regression: Applications, Advances and Prospects
    2025/03/02 by Jinhong Wang, Jintai Chen, Wang, Jinhong +8 · 1 citation
    Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Forecasting Techniques and Applications
  21. TrialDura: Hierarchical Attention Transformer for Interpretable Clinical Trial Duration Prediction
    2024/04/20 by Ling Yue, Jonathan Li, Yue, Ling +10 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
  22. TrialEnroll: Predicting Clinical Trial Enrollment Success with Deep & Cross Network and Large Language Models
    2024/07/18 by Ling Yue, Yue, Ling, Sixue Xing +5 · 1 citation
    Medicine · Decision Sciences · #Radiomics and Machine Learning in Medical Imaging #Meta-analysis and systematic reviews #Artificial Intelligence in Healthcare and Education
  23. AnyECG: Foundational Models for Multitask Cardiac Analysis in Real-World Settings
    2024/11/17 by Yue Wang, Xu Cao, Wang, Yue +15 · 1 citation
    Medicine · #Artificial Intelligence (cs.AI) #ECG Monitoring and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  24. Curing Semantic Drift: A Dynamic Approach to Grounding Generation in Large Vision-Language Models
    2025/06/26 by Jiahe Chen, Jiaying He, Chen, Jiahe +14 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Neuroscience · #Brain Tumor Detection and Classification #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Functional Brain Connectivity Studies
  25. S2ALM: Sequence-Structure Pre-trained Large Language Model for Comprehensive Antibody Representation Learning
    2024/11/20 by Mingze Yin, Yin, Mingze, Hanjing Zhou +19 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Medicine · #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Glycosylation and Glycoproteins Research #Machine Learning (cs.LG) #Monoclonal and Polyclonal Antibodies Research #vaccines and immunoinformatics approaches