赵地

 

About Me

 

赵地, 博士

百人计划,副研究员

中国科学院计算机网络信息中心

邮政编码:100190

E-Mail: zhaodi at cnic dot cn

Web: http://www.advancedcomputing.cn/

电话:  +86-10-58812138

 

Research Interests

Deep Learning, GPU Computing, Medical Imaging

 

Education

Postdoc Center for Cognitive and Brain Sciences, The Ohio State University, June 2012-December 2014 link

Postdoc

Department of Biomedical Informatics, Columbia University Medical Center, October 2010-January 2012

Ph.D. Program in Computational Analysis and Modeling, Louisiana Tech University, September 2005-May 2010
Dissertation: Accurate and Stable Numerical Methods for Solving Micro Heat Transfer Models in an N-carrier System in Spherical Coordinates pdf

M.E.

Department of Environmental Science and Engineering, China Agricultural University, September 2001-July 2004  Thesis: The Study of Cadmium-Arsenic Interaction in Wheat.  link

B.A.

Department of Environmental Science and Engineering, Hunan Agricultural University, September 1996-June 2000

 

Awards

2 2014 Finalist (top 5) the Nvidia Tegra K1 CUDA Vision Challenge 2014-2015
1 2013 Finalist (top 7) Finalist as a member of the team KSpaceCadets, 2013 ISMRM Challenge

 

Editorial Board

Section Editor Annals of Multicore and GPU Programming;

 

Academic Membership

3 2017 委员 中国图象图形学学会视觉大数据专业委员会
2 2016 委员 中国医学装备协会智能装备技术分会
1 2015 委员 中国研究型医院学会移动医疗专业委员会

 

Funding

6 首都医科大学重点实验室,基于PET 的AD 早期智能诊断模型研究,2017年5月 - 2019年5月,10万/10万。 主持
5 轻度认知障碍智能诊断模型研究,北京市科技计划课题,2017年1月至2019年12月,100万/240万。 参与
4 视觉动态认知机理及物体识别技术研究, 北京市科技计划课题, 2016年3月至2017年12月,50万/300万。 参与
3 基于MRI图像大数据分析的老年退行性疾病早期预警算法及标示物发现, 北京市自然科学基金, 2016年1月至2019年12月,32.5万/65万。 主持
2 机器学习平台, 中科院网络信息中心主任基金, CNIC_ZR_201502,  2015年9月至2016年8月,  25万/30万。 主持
1 百人计划,中科院网络信息中心,2015年1月至2018年1月,200万/200万 主持

 

Journal Papers  *corresponding author

  Di Zhao*, GPU Accelerated Discrete Wavelet Transform for l1-regularized SPIRiT Reconstruction, Engineering Computations, Submitted.
16 吕鸿蒙,赵地*,迟学斌,基于增强AlexNet的深度学习的阿尔茨海默病的早期诊断,计算机科学,2017, Z6;pdf
15 王聪,张巧丽,赵地*,迟学斌,大脑听觉系统建模研究进展,计算机科学,2016,43(11A):1-15; pdf
14 Di Zhao*, Mobile GPU Computing Based Filter Bank Convolution for Three-dimensional Wavelet Transform, International Journal of Mobile Computing and Multimedia Communications, 2016,7(2):22-35. link
13 Di Zhao*, Acceleration of Multi-chain Markov Chain Monte Carlo with Computationally Intensive Target Distribution by Lookup Table and GPU Computing, International Journal of High Performance Computing and Networking, Accepted.
12 Di Zhao*, Haiwu He, DSMC3: Fast Direct Simulation Monte Carlo Solver for the Boltzmann Equation by Multi-Chain Markov Chain and Multicore Programming,  International Journal of Modeling, Simulation, and Scientific Computing, 2016,7(3):1650009. pdf
11 Di Zhao*, Fast Filter Bank Convolution for Three-dimensional Wavelet Transform by Shared Memory on Mobile GPU Computing, Journal of Supercomputing, 2015,71(9):3440-3455. pdf
10 Di Zhao*, Fast Finite Element Solver for Incompressible Navier-Stokes Equation by Parallel Gram-Schmidt Process based GMRES and HSS, Journal of Mathematical and Computational Science, 2015,5(3):280-296. pdf
9 Di Zhao*, Quick Triple Finite Volume Solver for Incompressible Navier-Stokes Equation by Parallel Gram-Schmidt Process based GMRES and HSS,  Engineering Computations, 2015,32(5):1460-1476. pdf
8 Di Zhao*, Jinhang Yu, High-efficient Solving Tridiagonal Systems by Chunked Cyclic Reduction and GPU Shared Memory, Journal of Supercomputing, 2015,71(2):369-390. pdf
7 Di Zhao*, High-accuracy Non-gradient Optimizer by Vectorized Iterative Discrete Approximation and Single GPU Computing,  International Journal of High Performance Computing and Networking, 2015,8(4):301-314. pdf
6 Di Zhao*, Fast Solver for Interior Point Method of SVM Training by Parallel GMRES and HSS, International Journal of Computing, 2014,13(2):116-124.  pdf
5 Di Zhao*, High-accuracy Optimization by Parallel Iterative Discrete Approximation and GPU Cluster Computing, Journal of Software, 2014,9(9):2366-2377. pdf
4 Di Zhao*, Shenghua Ni,  Parallel Multi-proposal and Multi-chain Markov Chain Monte Carlo for Calculating P-value of Genome-Wide Association Studies, Parallel Processing Letters, 23(3),2013. EI pdf
3 Di Zhao, Chunhua Weng*, Combining PubMed knowledge and EHR data to develop a weighted bayesian network for pancreatic cancer prediction, Journal of Biomedical Informatics, 2011,44(5):859-868. SCI pdf
2 Di Zhao, Weizhong Dai*,  Accurate Finite Difference Schemes for Solving a 3D Heat Transfer Model in an N-Carrier System with Neumann Boundary Condition in Spherical Coordinates,  Journal of Computational and Applied Mathematics,  2010,(235):850-869. SCI pdf
1 赵迪,夏立江,朱永官,植物络合素的测定方法,  生态学杂志,  2005,24(1),12~17. CSCD pdf

 

Conference Papers

1 Yongfei Zhu, Di Zhao, Wei Wang, Haiwu He*, A Novel Load Balancing Algorithm Based on Improved Particle Swarm Optimization in Cloud Computing Environment, International Conference on Human-Centered Computing (HCC 2016); pdf

 

Conference Posters

7 Songlin Yan, Rui Chai, Yue Lin, Di Zhao*, Xuebin Chi, Multi-GPU Implementation for Automatic Segmentation of Brachial Plexus Ultrasonic Image, GPU Technology Conference 2017 (GTC 2017). pdf
6 Di Zhao, Jianbo Lei, GPU Acceleration of Convolutional Neural Network for Brain Carcinoma MRI Image Segmentation by cuDNN,  GPU Technology Conference 2015 (GTC 2015). pdf
5 Di Zhao, Yu Ding, Samuel Ting and Orlando Simonetti, Acceleration of l1−Regularization MRI Reconstruction by Lookup Table and GPU Shared Memory based DWT, GPU Technology Conference 2014, March 24-27 2014, San Jose California. pdf
4 Di Zhao, Woojae Kim, Mark A. Pitt,  GPU Acceleration of Optimal Design Selection in Laboratory Experiments in Cognitive Science,  GPU Technology Conference 2013, March 18-21, 2013, San Jose, California. pdf
3 Di Zhao,  Differential Equation Models for Gene Regulatory Network,  The 2010 Symposium of The David H. Koch Institute for Integrative Cancer Research at MIT,  June, 2010. pdf
2 Di Zhao,  Speed Up Genome-Wide Association Studies by Random Walk Algorithms,  Conference on Emerging Design and Analysis Issues in Genomic Studies in Population, Harvard University,  October, 2007. pdf
1 Di Zhao,  Non-Negative Matrix Factorization to Speed Up Interior Point Method of SVM Training,  Stanford 50: State of the Art and Future Directions of Computational Mathematics and Numerical Computing, Stanford University,  March, 2007. pdf

 

Conference Talks

  Di Zhao, Deep Learning-based Accelerated Analytics for Medical Imaging, GPU Technology Conference 2017 (GTC 2017). pdf
  Di Zhao, Enhancement Tegra Tablets’ Computational Performance by GeForce Desktops and Wifi, GPU Technology Conference 2014, March 24-27 2014, San Jose California. pdf
  Di Zhao,  Preconditioning GMRES(m) for Finite Volume Discretization of Incompressible Navier-Stokes Equation by Hermitian/Skew-Hermitian Separation,  SIAM Conference on Applied Linear Algebra 2009,  October, 2009. pdf
Session Chair for the session of Preconditioner.
  Di Zhao,  Acceleration of Hermitian/Skew-Hermitian Separation for Incompressible Navier-Stokes Equation by Parallel Gram-Schmidt Process of GMRES(m),  Fifth M.I.T. Conference on Computational Fluid and Solid Mechanics - Focus: Advances in CFD,  June, 2009. pdf
  Di Zhao, Yongguan Zhu and Ralf Kneer,  Cadmium and Arsenate Uptake and Translocation within the Winter Wheat (Triticum aestivum L.),  Third International Conference On Contaminants In The Soil Environment in the Australasia-Pacific Region,  2003. pdf

 

Book Chapters

1 Xiaole Wen, Lijiang Xia*, Di Zhao,  City Landfill Leachate Effects on Groundwater Pollution, Water Saving Agriculture and Sustainable Use of Water and Land Resource Volume II,  Shanxi Science and Technology Press,  2002,977~983.  pdf

 

专利

1 赵地,超级计算机中基于PCI Express总线的多GPU供电控制装置及方法,申请号:201510409049.7;

 

Popular Sciences

10 赵地,当脑科学研究“遭遇”未来机器人,机器人产业,2016,3,12-18。pdf
9 Di Zhao, Differential Equation Models for Systems Biology: A Survey. pdf
Di Zhao, Multi-GPU Acceleration of Black-Scholes Equation based Option Pricing. pdf
7 Di Zhao, HealthCloud: The Concept of Clinical Decision Support System based SaaS for Personal Health Record on the Cloud.
6 Di Zhao, Infection Algorithm: A Novel Algorithm for SVM Parameter Tuning Approaching Gene Expression Data.
5 Di Zhao, Combined of Independent Component Analysis And Support Vector Machines on Gene Expression Profile Classification of Lung Cancer.
4 Di Zhao, Solution of the Problem of Unbalance of Expression Profile Data using Asymmetrical Soft Margin SVM.
3 Di Zhao, Performance Enhancement of SVM-RFE with Soft Margin and Kernel Function.
2 Di Zhao, Gene Expression Profile Diagnostic Prediction of Lung Cancer with Support Vector Machines by Dimensional Reduction.
1 Di Zhao, Yongguan Zhu,  Determination Of Non-Protein Thiols by DTNB Spectrophotometer,  (in Chinese).

 

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