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Zhu, Hongtu

  1. Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
    2018/11/05 by Bakas, Spyridon, Reyes, Mauricio, Jakab, Andras +421 · 58 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  2. Source-Free Unsupervised Domain Adaptation: A Survey
    2022/12/31 by Yuqi Fang, Fang, Yuqi, Pew‐Thian Yap +7 · 18 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  3. CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
    2024/06/10 by Peng Xia, Ze Chen, Xia, Peng +45 · 30 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  4. RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models
    2024/07/06 by Peng Xia, Xia, Peng, Kangyu Zhu +13 · 30 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  5. Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework
    2020/02/05 by Chengchun Shi, Shi, Chengchun, Xiaoyu Wang +9 · 9 citations
    Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · Mathematics · #Biosimilars and Bioanalytical Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods in Clinical Trials #Viral Infectious Diseases and Gene Expression in Insects
  6. Surprising Asymptotic Conical Structure in Critical Sample Eigen-Directions
    2013/03/25 by Dan Shen, Shen, Dan, Haipeng Shen +5 · 8 citations
    Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Random Matrices and Applications #Stochastic processes and statistical mechanics #math.ST #stat.TH
  7. A Deep Value-network Based Approach for Multi-Driver Order Dispatching
    2021/06/08 by Xiaocheng Tang, Tang, Xiaocheng, Zhiwei Qin +13 · 7 citations
    Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic control and management #Transportation Planning and Optimization #Transportation and Mobility Innovations
  8. Extrinsic local regression on manifold-valued data
    2015/08/10 by Lizhen Lin, Lin, Lizhen, Brian St. Thomas +6 · 4 citations
    Mathematics · #FOS: Mathematics #Morphological variations and asymmetry #Statistics Theory (math.ST) #math.ST #stat.TH
  9. MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding
    2025/03/18 by Han, Siwei, Xia, Peng, Zhang, Ruiyi +4 · 24 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Tensor network factorizations: Relationships between brain structural connectomes and traits
    2018/06/07 by Zhengwu Zhang, Genevera I. Allen, Zhang, Zhengwu +5 · 4 citations
    Mathematics · Medicine · Neuroscience · #Advanced Neuroimaging Techniques and Applications #Applications (stat.AP) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Tensor decomposition and applications
  11. Off-Policy Confidence Interval Estimation with Confounded Markov Decision Process
    2022/02/22 by Shi, Chengchun, Zhu, Jin, Shen, Ye +3 · 5 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  12. MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization
    2024/12/09 by Kangyu Zhu, Peng Xia, Zhu, Kangyu +9 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  13. Value Function is All You Need: A Unified Learning Framework for Ride Hailing Platforms
    2021/05/18 by Tang, Xiaocheng, Zhang, Fan, Qin, Zhiwei +6 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. MMedAgent-RL: Optimizing Multi-Agent Collaboration for Multimodal Medical Reasoning
    2025/05/31 by Peng Xia, Jinglu Wang, Xia, Peng +20 · 16 citations
    Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques #Topic Modeling
  15. Neural Radiance Fields in Medical Imaging: A Survey
    2024/02/26 by Xin Wang, Wang, Xin, Shu Hu +8 · 5 citations
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Infrared Thermography in Medicine #Medical Imaging Techniques and Applications #Optical Imaging and Spectroscopy Techniques #electronic engineering #information engineering
  16. Nearest-Neighbor Sampling Based Conditional Independence Testing
    2023/04/09 by Shuai Li, Li, Shuai, Ziqi Chen +7 · 3 citations
    Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME) #Statistical Methods and Inference #Statistical Methods in Clinical Trials
  17. Policy Evaluation for Temporal and/or Spatial Dependent Experiments
    2022/02/22 by Shikai Luo, Ying Yang, Luo, Shikai +9 · 3 citations
    Economics, Econometrics and Finance · Mathematics · #Innovation Policy and R&D #Advanced Causal Inference Techniques #Health Systems, Economic Evaluations, Quality of Life
  18. Optimal Treatment Allocation for Efficient Policy Evaluation in Sequential Decision Making
    2023/11/05 by Li, Ting, Shi, Chengchun, Wang, Jianing +2 · 4 citations
    #FOS: Computer and information sciences #Methodology (stat.ME)
  19. Statistically Efficient Advantage Learning for Offline Reinforcement Learning in Infinite Horizons
    2022/01/01 by Chengchun Shi, Shikai Luo, Shi, Chengchun +6 · 2 citations
    Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Smart Grid Energy Management #Advanced MIMO Systems Optimization
  20. R2Gen-Mamba: A Selective State Space Model for Radiology Report Generation
    2024/10/21 by Yongheng Sun, Yueh Z. Lee, Sun, Yongheng +9 · 4 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques
  21. Multimodal Clinical Trial Outcome Prediction with Large Language Models
    2024/02/09 by Wenhao Zheng, Zheng, Wenhao, Wang, Liaoyaqi +10 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Topic Modeling #Machine Learning in Healthcare
  22. R1-RE: Cross-Domain Relation Extraction with RLVR
    2025/07/07 by Dai, Runpeng, Zheng, Tong, Yang, Run +2 · 10 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  23. Evaluating Dynamic Conditional Quantile Treatment Effects with Applications in Ridesharing
    2023/05/17 by Ting Li, Chengchun Shi, Li, Ting +7 · 2 citations
    Economics, Econometrics and Finance · Engineering · Mathematics · #Advanced Causal Inference Techniques #Economic and Environmental Valuation #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Transportation and Mobility Innovations
  24. Combining Experimental and Historical Data for Policy Evaluation
    2024/06/01 by Li, Ting, Shi, Chengchun, Wen, Qianglin +4 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
  25. Graph-Based Equilibrium Metrics for Dynamic Supply-Demand Systems with Applications to Ride-sourcing Platforms
    2021/02/11 by Zhou, Fan, Luo, Shikai, Qie, Xiaohu +2 · 1 citation
    #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
  26. Unraveling the Interplay between Carryover Effects and Reward Autocorrelations in Switchback Experiments
    2024/03/26 by Qianglin Wen, Wen, Qianglin, Chengchun Shi +7 · 3 citations
    Computer Science · #Evolutionary Algorithms and Applications
  27. ARMA-Design: Optimal Treatment Allocation Strategies for A/B Testing in Partially Observable Time Series Experiments
    2024/08/09 by Ke Sun, Sun, Ke, Linglong Kong +5 · 3 citations
    Agricultural and Biological Sciences · Mathematics · #Econometrics (econ.EM) #FOS: Economics and business #Pesticide Residue Analysis and Safety #Statistical Methods in Clinical Trials
  28. Local Region Sparse Learning for Image-on-Scalar Regression
    2016/05/27 by Yao Chen, Xiao Wang, Chen, Yao +5 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Sparse and Compressive Sensing Techniques
  29. Challenge Summary U-MedSAM: Uncertainty-aware MedSAM for Medical Image Segmentation
    2024/08/03 by Wang, Xin, Liu, Xiaoyu, Huang, Peng +3 · 3 citations
    #Artificial Intelligence (cs.AI) #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
  30. CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models
    2025/09/11 by Dai, Runpeng, Song, Linfeng, Liu, Haolin +8 · 10 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  31. Evaluating Large Language Models for Radiology Natural Language Processing
    2023/07/25 by Zhengliang Liu, Tianyang Zhong, Liu, Zhengliang +88 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
  32. Diffusion-empowered AutoPrompt MedSAM
    2025/02/05 by Pengzhan Huang, Shu Hu, Huang, Peng +11 · 5 citations
    Materials Science · Neuroscience · #Brain Tumor Detection and Classification #Dendrimers and Hyperbranched Polymers #FOS: Computer and information sciences #FOS: Electrical engineering #Graphics (cs.GR) #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  33. Breach in the Shield: Unveiling the Vulnerabilities of Large Language Models
    2025/03/28 by Dai, Runpeng, Yang, Run, Zhou, Fan +1 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  34. Evaluating the Potential of Leading Large Language Models in Reasoning Biology Questions
    2023/11/05 by Xinyu Gong, Jason Holmes, Gong, Xinyu +25 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Topic Modeling
  35. Disentangled Latent Energy-Based Style Translation: An Image-Level Structural MRI Harmonization Framework
    2024/02/10 by Mengqi Wu, Wu, Mengqi, Lintao Zhang +7 · 1 citation
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Natural Language Processing Techniques #Radiomics and Machine Learning in Medical Imaging #Topic Modeling #electronic engineering #information engineering
  36. UU-Mamba: Uncertainty-aware U-Mamba for Cardiac Image Segmentation
    2024/05/25 by Ting Yu Tsai, Li Lin, Tsai, Ting Yu +9 · 2 citations
    Computer Science · #Advanced Neural Network Applications #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  37. Leveraging Brain Modularity Prior for Interpretable Representation Learning of fMRI
    2023/06/24 by Qianqian Wang, Wei Wang, Wang, Qianqian +13 · 1 citation
    Neuroscience · #EEG and Brain-Computer Interfaces #FOS: Biological sciences #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #Quantitative Methods (q-bio.QM)
  38. Spatially Randomized Designs Can Enhance Policy Evaluation
    2024/03/18 by Ying Yang, Chengchun Shi, Yang, Ying +7 · 1 citation
    Economics, Econometrics and Finance · #Economic and Environmental Valuation #FOS: Mathematics #Statistics Theory (math.ST)
  39. Causal Deepsets for Off-policy Evaluation under Spatial or Spatio-temporal Interferences
    2024/07/25 by Runpeng Dai, Dai, Runpeng, Jianing Wang +11 · 1 citation
    Social Sciences · Economics, Econometrics and Finance · #Policy Transfer and Learning #Game Theory and Voting Systems #Climate Change Policy and Economics