Hu, Jiang
- MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image Segmentation
2023/09/16 by Cheng Chen, Juzheng Miao, Chen, Cheng +23 · 19 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
- A Brief Introduction to Manifold Optimization
2019/06/13 by Jiang Hu, Hu, Jiang, Xin Liu +5 · 9 citations
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Face and Expression Recognition #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
- ALIGN: A System for Automating Analog Layout
2020/08/24 by Dhar, Tonmoy, Kunal, Kishor, Li, Yaguang +11 · 5 citations
#FOS: Computer and information sciences #Hardware Architecture (cs.AR)
- 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)
- Decentralized projected Riemannian gradient method for smooth optimization on compact submanifolds
2023/04/17 by Kangkang Deng, Jiang Hu, Deng, Kangkang +1 · 8 citations
Computer Science · Engineering · Medicine · #65K05 #65K10 #90C05 #90C26 #90C30 #FOS: Mathematics #Intraoperative Neuromonitoring and Anesthetic Effects #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- A Survey of Research in Large Language Models for Electronic Design Automation
2025/01/16 by Pan, Jingyu, Zhou, Guanglei, Chang, Chen-Chia +3 · 15 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- High-dimensional covariance matrices in elliptical distributions with application to spherical test
2018/03/21 by Hu, Jiang, Li, Weiming, Liu, Zhi +1 · 3 citations
#FOS: Mathematics #Statistics Theory (math.ST)
- Strong consistency of the AIC, BIC, Cp and KOO methods in high-dimensional multivariate linear regression
2018/10/30 by Zhidong Bai, Yasunori Fujikoshi, Bai, Zhidong +3 · 2 citations
Computer Science · Mathematics · #Advanced Statistical Methods and Models #FOS: Mathematics #Face and Expression Recognition #Statistical Methods and Inference #Statistics Theory (math.ST)
- 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
- Decentralized Riemannian natural gradient methods with Kronecker-product approximations
2023/03/16 by Hu, Jiang, Deng, Kangkang, Li, Na +1 · 3 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- Strong representation of weak convergence
2013/09/26 by Bai, Zhidong, Hu, Jiang · 1 citation
Computer Science · Mathematics · #Advanced Topology and Set Theory #FOS: Mathematics #Mathematical Dynamics and Fractals #Probability (math.PR) #Rough Sets and Fuzzy Logic
- 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)
- A spectral based goodness-of-fit test for stochastic block models
2023/03/25 by Qianyong Wu, Wu, Qianyong, Hu Jiang +1 · 2 citations
Mathematics · Physics and Astronomy · #Complex Network Analysis Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Opinion Dynamics and Social Influence #Random Matrices and Applications
- Riemannian Natural Gradient Methods
2022/07/15 by Jiang Hu, Hu, Jiang, Ruicheng Ao +7 · 2 citations
Engineering · Computer Science · #3D Shape Modeling and Analysis #Neural Networks and Applications #Advanced Numerical Analysis Techniques
- 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)
- Radiology-Llama2: Best-in-Class Large Language Model for Radiology
2023/08/29 by Zhengliang Liu, Liu, Zhengliang, Yiwei Li +39 · 2 citations
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
- Oracle complexities of augmented Lagrangian methods for nonsmooth manifold optimization
2024/04/08 by Kangkang Deng, Jiang Hu, Deng, Kangkang +3 · 3 citations
Engineering · #65K05 #65K10 #90C06 #90C26 #90C30 #90C60 #Advanced Numerical Analysis Techniques #FOS: Mathematics #Optimization and Control (math.OC)
- Spec2Assertion: Automatic Pre-RTL Assertion Generation using Large Language Models with Progressive Regularization
2025/05/12 by Feng Wu, Evan Pan, Wu, Fenghua +13 · 6 citations
Computer Science · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Achieving Consensus over Compact Submanifolds
2023/06/07 by Jiang Hu, Hu, Jiang, Jiaojiao Zhang +3 · 2 citations
Medicine · Computer Science · Engineering · #Advanced Neuroimaging Techniques and Applications #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques
- Improving the communication in decentralized manifold optimization through single-step consensus and compression
2024/07/12 by Jiang Hu, Kangkang Deng, Hu, Jiang +1 · 3 citations
Computer Science · Engineering · #Distributed Control Multi-Agent Systems #Slime Mold and Myxomycetes Research #Molecular Communication and Nanonetworks
- A CLT for the LSS of large dimensional sample covariance matrices with diverging spikes
2022/12/12 by Zhijun Liu, Liu, Zhijun, Jiang Hu +5 · 2 citations
Mathematics · #Advanced Algebra and Geometry #Advanced Combinatorial Mathematics #FOS: Mathematics #Random Matrices and Applications #Statistics Theory (math.ST)
- The limiting spectral distribution of large dimensional general information-plus-noise type matrices
2022/01/28 by Zhou, Huanchao, Bai, Zhidong, Hu, Jiang · 1 citation
#FOS: Mathematics #Statistics Theory (math.ST)
- An Augmented Lagrangian Primal-Dual Semismooth Newton Method for Multi-Block Composite Optimization
2023/12/03 by Zhanwang Deng, Deng, Zhanwang, Kangkang Deng +5 · 2 citations
Engineering · Materials Science · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Metamaterials and Metasurfaces Applications #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
- 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
- No Eigenvalues Outside the Support of the Limiting Spectral Distribution of Large Dimensional noncentral Sample Covariance Matrices
2023/03/22 by Zhidong Bai, Hu Jiang, Bai, Zhidong +5 · 1 citation
Computer Science · Mathematics · #FOS: Mathematics #Matrix Theory and Algorithms #Probability (math.PR) #Random Matrices and Applications #Spectral Theory in Mathematical Physics #Statistics Theory (math.ST)
- Spectral Statistics of Sample Block Correlation Matrices
2022/07/13 by Zhigang Bao, Bao, Zhigang, Hu Jiang +5 · 1 citation
Mathematics · #Advanced Algebra and Geometry #Advanced Combinatorial Mathematics #FOS: Mathematics #Probability (math.PR) #Random Matrices and Applications #Statistics Theory (math.ST)
- Decentralized Douglas-Rachford splitting methods for smooth optimization over compact submanifolds
2023/11/28 by Deng, Kangkang, Hu, Jiang, Wang, Hongxia · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)
- 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
- On the local convergence of the semismooth Newton method for composite optimization
2022/11/02 by Hu, Jiang, Tian, Tonghua, Pan, Shaohua +1 · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)
- 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
- Decentralized projected Riemannian stochastic recursive momentum method for nonconvex optimization
2024/12/03 by Kangkang Deng, Deng, Kangkang, Jiang Hu +1 · 1 citation
Engineering · #3D Shape Modeling and Analysis #90C06 #90C22 #90C26 #90C56 #FOS: Mathematics #Optimization and Control (math.OC)
- A revisit of the circular law
2024/08/24 by Bai, Zhidong, Hu, Jiang · 1 citation
#FOS: Mathematics #Probability (math.PR)
- Interpolation-based coordinate descent method for parameterized quantum circuits
2025/03/06 by Lai, Zhijian, Hu, Jiang, Ko, Taehee +2 · 2 citations
#FOS: Mathematics #FOS: Physical sciences #Optimization and Control (math.OC) #Quantum Physics (quant-ph)
- 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