Jiang Hu

1. MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image Segmentation
   2023/09/16 by Cheng Chen, Chen, Cheng, Juzheng Miao +23 · 14 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging
2. Canonical correlation coefficients of high-dimensional Gaussian vectors: finite rank case
   2017/04/08 by Zhigang Bao, Bao, Zhigang, Jiang Hu +5 · 4 citations
   Mathematics · #Advanced Algebra and Geometry #Advanced Combinatorial Mathematics #FOS: Mathematics #Random Matrices and Applications #Statistics Theory (math.ST)
3. A projected semismooth Newton method for a class of nonconvex composite programs with strong prox-regularity
   2023/03/09 by Jiang Hu, Kangkang Deng, Hu, Jiang +5 · 3 citations
   Computer Science · Mathematics · Medicine · #Advanced Optimization Algorithms Research #FOS: Mathematics #Intraoperative Neuromonitoring and Anesthetic Effects #Optimization and Control (math.OC) #Optimization and Variational Analysis
4. Nonconvex Federated Learning on Compact Smooth Submanifolds With Heterogeneous Data
   2024/06/12 by Jiaojiao Zhang, Zhang, Jiaojiao, Jiang Hu +5 · 3 citations
   Computer Science · Mathematics · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Statistical Methods and Inference #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
5. Composite federated learning with heterogeneous data
   2023/09/04 by Jiaojiao Zhang, Zhang, Jiaojiao, Jiang Hu +3 · 2 citations
   Computer Science · #Distributed #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
6. Oracle complexities of augmented Lagrangian methods for nonsmooth manifold optimization
   2024/04/08 by Kangkang Deng, Deng, Kangkang, Jiang Hu +3 · 3 citations
   Engineering · #65K05 #65K10 #90C06 #90C26 #90C30 #90C60 #Advanced Numerical Analysis Techniques #FOS: Mathematics #Optimization and Control (math.OC)
7. Strong consistency of the AIC, BIC, C_p and KOO methods in high-dimensional multivariate linear regression
   2018/10/30 by Zhidong Bai, Bai, Zhidong, Yasunori Fujikoshi +3 · 1 citation
   Computer Science · Mathematics · #Advanced Statistical Methods and Models #FOS: Mathematics #Face and Expression Recognition #Statistical Methods and Inference #Statistics Theory (math.ST)
8. Spec2Assertion: Automatic Pre-RTL Assertion Generation using Large Language Models with Progressive Regularization
   2025/05/12 by Feng Wu, Wu, Fenghua, Evan Pan +13 · 5 citations
   Computer Science · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
9. Riemannian Natural Gradient Methods
   2022/07/15 by Jiang Hu, Hu, Jiang, Ruicheng Ao +7 · 1 citation
   Engineering · Computer Science · #3D Shape Modeling and Analysis #Neural Networks and Applications #Advanced Numerical Analysis Techniques
10. Analysis of the limiting spectral distribution of large dimensional General information-plus-noise type matrices
    2023/02/03 by Huanchao Zhou, Jiang Hu, Zhou, Huanchao +5 · 1 citation
    Mathematics · Computer Science · Physics and Astronomy · #Random Matrices and Applications #Blind Source Separation Techniques #Quantum optics and atomic interactions
11. Achieving Consensus over Compact Submanifolds
    2023/06/07 by Jiang Hu, Jiaojiao Zhang, Hu, Jiang +3 · 1 citation
    Medicine · Computer Science · Engineering · #Advanced Neuroimaging Techniques and Applications #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques
12. Radiology-Llama2: Best-in-Class Large Language Model for Radiology
    2023/08/29 by Zhengliang Liu, Yiwei Li, Liu, Zhengliang +39 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
13. Towards Collaborative Intelligence: Routability Estimation based on Decentralized Private Data
    2022/03/30 by Jingyu Pan, Chen-Chia Chang, Pan, Jingyu +13 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG) #Semiconductor materials and devices #VLSI and Analog Circuit Testing
14. Decentralized Weakly Convex Optimization Over the Stiefel Manifold
    2023/03/31 by Jinxin Wang, Jiang Hu, Wang, Jinxin +7 · 1 citation
    Computer Science · Mathematics · #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Mathematical Biology Tumor Growth #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
15. Decentralized projected Riemannian stochastic recursive momentum method for nonconvex optimization
    2024/12/03 by Kangkang Deng, Jiang Hu, Deng, Kangkang +1 · 1 citation
    Engineering · #3D Shape Modeling and Analysis #90C06 #90C22 #90C26 #90C56 #FOS: Mathematics #Optimization and Control (math.OC)
16. Worth Their Weight: Randomized and Regularized Block Kaczmarz Algorithms without Preprocessing
    2025/02/02 by Gil Goldshlager, Goldshlager, Gil, Jiang Hu +3 · 2 citations
    Business, Management and Accounting · Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Facility Location and Emergency Management #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Statistical Methods and Inference #Stochastic Gradient Optimization Techniques
17. Retraction-Free Optimization over the Stiefel Manifold for the LoRA Fine-Tuning
    2026/07/28 by Yuan Zhang, Jiang Hu, Zhijian Lai +2
    #cs.LG #cs.AI
18. ReasFlow: Assisting Reasoning-Centric Scientific Discovery in Applied Mathematics via a Knowledge-Based Multi-Agent System
    2026/07/15 by Yutong He, Daibo Li, Guohong Li +15
    #cs.AI #cs.MA