Hongtu Zhu

1. Tensor Regression with Applications in Neuroimaging Data Analysis
   2013/03/25 by Hua Zhou, Lexin Li, Hongtu Zhu · 43 citations
   Mathematics · Medicine · #Tensor decomposition and applications #Advanced Neuroimaging Techniques and Applications #Mathematical Approximation and Integration
2. The UNC/UMN Baby Connectome Project (BCP): An overview of the study design and protocol development
   2018/03/22 by Brittany R. Howell, Brittany Howell, Martin Styner +20 · 21 citations
   Medicine · Psychology · #Infant Development and Preterm Care #Language Development and Disorders #Neonatal and fetal brain pathology
3. FLCRM: Functional Linear Cox Regression Model
   2017/09/01 by Dehan Kong, Joseph G. Ibrahim, Eunjee Lee +1 · 26 citations
   Mathematics · Computer Science · #Statistical Methods and Inference #Bayesian Methods and Mixture Models #Advanced Statistical Methods and Models
4. Source-Free Unsupervised Domain Adaptation: A Survey
   2022/12/31 by Yuqi Fang, Fang, Yuqi, Pew‐Thian Yap +7 · 17 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
5. Comprehensive analysis of chromothripsis in 2,658 human cancers using whole-genome sequencing
   2020/02/05 by Ruibin Xi, Dhawal Jain, Youngsook L. Jung +1341 · 9 citations
   Biochemistry, Genetics and Molecular Biology · #Cancer Genomics and Diagnostics #Genomic variations and chromosomal abnormalities #Genomics and Rare Diseases
6. Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework
   2020/02/05 by Chengchun Shi, Shi, Chengchun, Xiaoyu Wang +9 · 5 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
7. Surprising Asymptotic Conical Structure in Critical Sample Eigen-Directions
   2013/03/25 by Dan Shen, Haipeng Shen, Shen, Dan +5 · 5 citations
   Mathematics · Computer Science · #Random Matrices and Applications #Bayesian Methods and Mixture Models #Stochastic processes and statistical mechanics
8. A Deep Value-network Based Approach for Multi-Driver Order Dispatching
   2021/06/08 by Xiaocheng Tang, Tang, Xiaocheng, Zhiwei Qin +13 · 4 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
9. MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization
   2024/12/09 by Kangyu Zhu, Zhu, Kangyu, Peng Xia +9 · 7 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
10. Extrinsic local regression on manifold-valued data
    2015/08/10 by Lizhen Lin, Lin, Lizhen, B.S. Thomas +5 · 2 citations
    Mathematics · #FOS: Mathematics #Morphological variations and asymmetry #Statistics Theory (math.ST)
11. Tensor network factorizations: Relationships between brain structural connectomes and traits
    2018/06/07 by Zhengwu Zhang, Zhang, Zhengwu, Genevera I. Allen +5 · 2 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
12. MMedAgent-RL: Optimizing Multi-Agent Collaboration for Multimodal Medical Reasoning
    2025/05/31 by Peng Xia, Jinglu Wang, Xia, Peng +20 · 13 citations
    Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques #Topic Modeling
13. Policy Evaluation for Temporal and/or Spatial Dependent Experiments
    2022/02/22 by Shikai Luo, Ying Yang, Luo, Shikai +9 · 2 citations
    Economics, Econometrics and Finance · Mathematics · #Innovation Policy and R&D #Advanced Causal Inference Techniques #Health Systems, Economic Evaluations, Quality of Life
14. Neural Radiance Fields in Medical Imaging: A Survey
    2024/02/26 by Xin Wang, Wang, Xin, Chen, Yineng +8 · 2 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
15. Graph-Based Equilibrium Metrics for Dynamic Supply–Demand Systems With Applications to Ride-sourcing Platforms
    2021/03/05 by Fan Zhou, Shikai Luo, Xiaohu Qie +2 · 1 citation
    Business, Management and Accounting · Engineering · Social Sciences · #Sharing Economy and Platforms #Transportation Planning and Optimization #Transportation and Mobility Innovations
16. Local Region Sparse Learning for Image-on-Scalar Regression
    2016/05/27 by Yao Chen, Chen, Yao, Xiao Wang +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
17. Bayesian hidden Markov models for delineating the pathology of Alzheimer’s disease
    2017/12/26 by Kai Kang, Jingheng Cai, Xinyuan Song +1 · 1 citation
    Computer Science · Mathematics · Medicine · #Bayesian Methods and Mixture Models #Dementia and Cognitive Impairment Research #Statistical Methods and Bayesian Inference
18. R2Gen-Mamba: A Selective State Space Model for Radiology Report Generation
    2024/10/21 by Yongheng Sun, Sun, Yongheng, Yueh Z. Lee +9 · 2 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques
19. Nearest-Neighbor Sampling Based Conditional Independence Testing
    2023/04/09 by Shuai Li, Ziqi Chen, Li, Shuai +7 · 1 citation
    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
20. Statistically Efficient Advantage Learning for Offline Reinforcement Learning in Infinite Horizons
    2022/01/01 by Chengchun Shi, Shi, Chengchun, Shikai Luo +6 · 1 citation
    Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Smart Grid Energy Management #Advanced MIMO Systems Optimization
21. 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 · 2 citations
    Agricultural and Biological Sciences · Mathematics · #Econometrics (econ.EM) #FOS: Economics and business #Pesticide Residue Analysis and Safety #Statistical Methods in Clinical Trials
22. Multimodal Clinical Trial Outcome Prediction with Large Language Models
    2024/02/09 by Wenhao Zheng, Zheng, Wenhao, Wang, Liaoyaqi +10 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Topic Modeling #Machine Learning in Healthcare
23. Disentangled Latent Energy-Based Style Translation: An Image-Level Structural MRI Harmonization Framework
    2024/02/10 by Mengqi Wu, Lintao Zhang, Wu, Mengqi +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
24. Unraveling the Interplay between Carryover Effects and Reward Autocorrelations in Switchback Experiments
    2024/03/26 by Qianglin Wen, Wen, Qianglin, Chengchun Shi +7 · 1 citation
    Computer Science · #Evolutionary Algorithms and Applications
25. GAttNHP: Group Attention Neural Hawkes Process for Extrapolation Reasoning in Temporal Knowledge Graphs
    2026/07/16 by Xiangni Tian, Kaixian Yu, Runpeng Dai +2
    #cs.LG #stat.ML