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Haohuan Fu

Professor

TEL:+86-(10)-62798365

E-mail: haohuan@tsinghua.edu.cn

Education Background
Imperial College London London, UK
PhD in Computing 11/2005 – 12/2008
- thesis title: Application-Specific Number Representations
- optimized logarithmic and residue arithmetic on FPGAs
- developed bit-width optimization tools using dynamic and static analysis techniques
- improved computation performance and reduced area cost for given applications by customizing the number representation
City University of Hong Kong Hong Kong
MPhil in Computer Science 09/2003 – 07/2005
- thesis title: Efficient Multimedia Data Transmission over Heterogeneous Networks
- A+ grades in all taught courses (Mobile Computing & Parallel Computing)
- investigated combinations of different replacement algorithms in the web caching hierarchy and the bandwidth
detection methods in wireless networks
- developed multimedia communication protocol stack (3G-324M) for 3G terminals, which helped to bring a further research grant of 9.5 million HKD
Tsinghua University Beijing, China
B. Eng. in Computer Science and Technology 09/1999 – 07/2003
- graduated with major GPA of 91.30/100, ranking the 6th of over 150 students
- awarded Second Prize in the National Design Contest on Embedded Systems with a Vehicle Plate Recognition
System on ARM CPU
Grants, Contracts, and Donations
Work Experience
2009.3-2010.11 Postdoctoral Fellow, Department of Geophysics, Stanford University, USA
2010.12-2018.6 Associate Professor, Department of Earth System Science, Tsinghua University
2015.12-present Deputy Director of National Supercomputing Wuxi Center
2018.7-present Professor, Department of Earth System Science, Tsinghua University
Research Interests
Extreme-Scale Computing on Heterogeneous Supercomputers: explore the numerical methods, parallelization schemes, performance tuning techniques, as well as redesigning strategies for mapping some of the most challenging scienti?c applications
Data Mining Methods for Analyzing Scienti?c Data Sets: explore parallel data mining methods, enabled by the emerging heterogeneous architectures, to accelerate the process of making new discoveries.
Programming Tools: explore techniques and tools that can facilitate or even automate the code transition of large-scale scienti?c applications to the heterogeneous many-core architectures.
Awards & Honors
1. 2018 Jiangsu Province May Fourth Youth Medal
2. 2017 World Internet Conference Wuzhen Summit World Internet Leading Scientific and Technological Achievements
3. 2017 Tsinghua University highlights results
4. 2017 ACM "Gordon Bell" Award
5. 2016 ACM "Gordon Bell" Award
6. 2015 FPL International Conference The most influential article in 25 years
7. 2015 “Tsinghua University-Inspur Group” Computational Earth Science Youth Talent Award
8. 2015 IEEE International Conference on Tools With Artificial Intelligence (ICTAL) Best Paper Award
research situation
职称 Professor 办公电话 +86-(10)-62798365
电子邮件 haohuan@tsinghua.edu.cn 研究组主页
教育背景 Imperial College London  London, UK<br>
PhD in Computing 11/2005 – 12/2008<br>

- thesis title:  Application-Specific Number Representations<br>
- optimized logarithmic and residue arithmetic on FPGAs<br>
- developed bit-width  optimization tools using dynamic and static analysis techniques<br>
- improved computation performance and reduced area cost for given applications by customizing the number representation<br>

City  University of Hong Kong  Hong Kong<br>
MPhil in Computer Science  09/2003 – 07/2005<br>

- thesis title:  Efficient Multimedia Data Transmission over Heterogeneous Networks<br>
- A+  grades in all taught courses (Mobile Computing & Parallel Computing)<br>
- investigated combinations of different replacement algorithms in the web caching hierarchy and the bandwidth<br>
detection methods in wireless networks<br>
- developed multimedia communication protocol stack (3G-324M) for 3G terminals, which helped to bring a further research grant of 9.5 million HKD<br>

Tsinghua University  Beijing, China<br>
B. Eng. in Computer Science and Technology  09/1999 – 07/2003<br>

- graduated with major GPA of 91.30/100, ranking the 6th of over 150 students<br>
- awarded Second Prize in the National Design Contest on Embedded Systems with a Vehicle Plate Recognition<br>
System on ARM CPU<br>
Grants, Contracts, and Donations
工作经历 2009.3-2010.11 Postdoctoral Fellow, Department of Geophysics, Stanford University, USA<br>

2010.12-2018.6 Associate Professor, Department of Earth System Science, Tsinghua University<br>

2015.12-present Deputy Director of National Supercomputing Wuxi Center
<br>
2018.7-present Professor, Department of Earth System Science, Tsinghua University
研究兴趣 Extreme-Scale Computing on Heterogeneous Supercomputers: explore the numerical methods, parallelization schemes, performance tuning techniques, as well as redesigning strategies for mapping some of the most challenging scienti?c applications
<br>
 

Data Mining Methods for Analyzing Scienti?c Data Sets: explore parallel data mining methods, enabled by the emerging heterogeneous architectures, to accelerate the process of making new discoveries.

 <br>

Programming Tools: explore techniques and tools that can facilitate or even automate the code transition of large-scale scienti?c applications to the heterogeneous many-core architectures.
奖励荣誉 1. 2018 Jiangsu Province May Fourth Youth Medal
<br>
2. 2017 World Internet Conference Wuzhen Summit World Internet Leading Scientific and Technological Achievements
<br>
3. 2017 Tsinghua University highlights results
<br>
4. 2017 ACM "Gordon Bell" Award
<br>
5. 2016 ACM "Gordon Bell" Award
<br>
6. 2015 FPL International Conference The most influential article in 25 years
<br>
7. 2015 “Tsinghua University-Inspur Group” Computational Earth Science Youth Talent Award
<br>
8. 2015 IEEE International Conference on Tools With Artificial Intelligence (ICTAL) Best Paper Award

SCI期刊(本人所指导的博士及硕士研究生以下划线标出)

[47]Jingheng Xu,Haohuan Fu,Wayne Luk,Lin Gan,Guangwen Yang,Optimizing Finite Volume Method ,Solvers on Nvidia GPUs,IEEE Transactions on Parallel and Distributed Systems,PP(99):1-1,July,2019

[46]Runmin Dong,Weijia Li,Haohuan Fu, Lin Gan, Le Yu,Juepeng ZhengandMaocai Xia, “Oil palm plantation mapping from high-resolution remote sensing images using deep learning”, International Journal of Remote Sensing,2019

[45]Mengyao Sun, Huiyu Zhu, Jie Zhang,Haohuan Fu, Xiao Tian,Ground Motion from Mw 1.5 to 3.9 Aftershocks of the 2014 Mw 6.2 Jinggu Earthquake at Hypocentral Distances < ?45 km in yunnan, china,seismological research letters 90 (5), 1876-1888,2019

[44]Shi, Wen; Chen, Changfeng; Xiong, Jie;等,What Framework Promotes Saliency of Climate Change Issues on Online Public Agenda: A Quantitative Study of Online Knowledge Community Quora,SUSTAINABILITY 卷: 11期: 6文献号: 1619 出版年: 2019.5

[43]Haohuan Fu,Bingwei Chen,Wenqiang Zhang,Zhenguo Zhang,Wei Zhang,Guangwen Yang,Xiao fei Chen,Extreme-scale earthquake simulations on Sunway TaihuLight,CCF Transactions on High Performance Computing,卷:1期:1出版年2019.5

[42]Li, Weijia; He, Conghui;Fu, Haohuan,A Real-Time Tree Crown Detection Approach for Large-Scale Remote Sensing Images on FPGAs,REMOTE SENSING,卷: 11 期: 9 文献号: 1025 出版年: MAY 1 2019

[41]Li, WeijiaandDong, RunminandFu, Haohuanand others,Large-Scale Oil Palm Tree Detection from High-Resolution Satellite Images Using Two-Stage Convolutional Neural Networks,Remote Sensing,11(1)11-30,2019

[40]Li, Weijiaand He, Conghui and Fang, Jiarui andZheng, JuepengandFu, Haohuanand Yu, Le,Semantic Segmentation-Based Building Footprint Extraction Using Very High-Resolution Satellite Images and Multi-Source GIS Data,Remote Sensing,,403-421,2019

[39]Yang, Jizhong and Li, Yunyue Elita andWei, YanwenandFu, Haohuanand Liu, Yuzhu,Full-waveform inversion based on gradient sampling algorithm with randomized space shift,The Leading Edge 38 (3): 197-203,2019

[38]Ding, Nan and Xue, Wei and Song, Zhenya andFu, Haohuanand Xu, Shiming and Zheng, Weimin,An automatic performance model-based scheduling tool for coupled climate system models,JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING ,卷:132 页:204-216 出版年:OCT 2019

[37]Xu, JinghengandFu, Haohuan*andShi, WenandGan, Linand Li, Yuxuan and Luk, Wayne and Yang, Guangwen,Performance Tuning and Analysis for Stencil-Based Applications on POWER8 Processor,ACM Transactions on Architecture and Code Optimization卷:15 期:4 文献号:41 出版年:JAN 2019

[36]Zhao, Wenlai andFu, Haohuan*and Fang, Jiarui and Zheng, Weijie andGan, Linand Yang, Guangwen,Optimizing Convolutional Neural Networks on the Sunway TaihuLight Supercomputer,ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION ,卷:15 期:1 文献号:13 出版年:APR 2018

[35]Lu, Yutong and Qian, Depei andFu, Haohuanand Chen, Wenguang,Will supercomputers be super-data and super-AI machines? Communications of the ACM,61.11 82-87,2018

[34]Yang, Guangwen, andFu, HaohuanApplication software beyond exascale: challenges and possible trends,Frontiers of Information Technology & Electronic Engineering,19.10 1267-1272.2018

[33]Lin Gan,Haohuan Fu, Oskar Mencer, Wayne Luk, and Guangwen Yang,Chapter Four - Data Flow Computing in Geoscience Applications,In Advances in Computers,104,125-158,2017

[32]Conghui He,Haohuan Fu*, Ce Guo, Wayne Luk, and Guangwen Yang,A Fully-Pipelined Hardware Design for Gaussian Mixture Models,IEEE Transactions on Computers,66.11 : 1837-1850,2017

[31]Lin Gan,Haohuan Fu*, WayneLuk, Chao Yang, and Wei Xue,Solving Mesoscale Atmospheric Dynamics Using a Reconfigurable Dataflow Architecture,IEEE Micro,37.4: 40-50. 出版年:JUL-AUG 2017

[30]Haohuan Fu,Lin Gan, Chao Yang*, Wei Xue, Lanning Wang,XinliangWang, Xiaomeng Huang, Guangwen Yang,Solving global shallow water equations on heterogeneous supercomputers,PLoS ONE,12(3),March10,2017

[29]Weijia Li,Haohuan Fu*, Yang You, et al. Parallel Multiclass Support Vector Machine for Remote Sensing Data Classification on Multicore and Many-Core Architectures,IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,卷:10 期:10 特刊:SI 页:4387-4398 出版年:OCT 2017

[28]Weijia Li,Haohuan Fu*, Le Yu, and Arthur Cracknell, “Deep learning based oil palm tree detection and counting for high-resolution remote sensing images”, Remote Sensing ,9(1):22, January,2017

[27]Yingsheng Ji, Yushu Chen,Haohuan Fu, et al. “An EnKF-based scheme to optimize hyper-parameters and features for SVM classifier”, Pattern Recognition, 62: 202-213. 2017,

[26]Le Yu,Haohuan Fu, Bo Wu, et al., “Exploring the potential role of feature selection in global land-cover mapping”, International Journal of Remote Sensing, 37(23): 5491-5504, 2016

[25]Le Yu, Xuecao Li, Congcong Li, Yuanyuan Zhao, Zhenguo Niu, Huabing Huang, Jie Wang, Yuqi Cheng, Hui Lu, Yali Si, Chaoqing Yu,Haohuan Fu, Peng Gong, “Using a global reference sample set and a cropland map for area estimation in China”, Science China Earth Sciences, December, 2016.

[24]Weijia Li,Haohuan Fu*, Le Yu, et al., “Stacked Autoencoder-based deep learning for remote-sensing image classification: a case study of African land-cover mapping”, International Journal of Remote Sensing, 37(23): 5632-5646,2016

[23]Evan Schankee Um, Seung-Sep Kim,Haohuan Fu*, “A TETRAHEDRAL MESH GENERATION APPROACH FOR 3D MARINE CONTROLLED-SOURCE ELECTROMAGNETIC MODELING”, Computers & Geosciences, 2016.

[22]Xiaomeng Huang, Qiang Tang, Yuheng Tseng, Yong Hu, Allison H Baker, Frank O. Bryan, John Dennis,Haohuan Fu, Guangwen Yang, “P-CSI v1. 0, an accelerated barotropic solver for the high-resolution ocean model component in the Community Earth System Model v2. 0”, Geoscientific Model Development, 9(11): 4209 , 2016

[21]Haohuan Fu, Junfeng Liao, Jinzhe Yang, and et al., “The Sunway TaihuLight Supercomputer: system and applications”, SCIENCE CHINA Information Sciences, vol. 59, no. 7, 2016. (通讯作者杨广文教授获得《中国科学》2016年度优秀作者奖)

[20]Liucheng Guo, Andreea Ingrid Funie, David B. Thomas,Haohuan Fu, et al., “Parallel Genetic Algorithms on Multiple FPGAs”, ACM SIGARCH Computer Architecture News, 43(4): 86-93,2016

[19]Xiaomeng Huang, Yufang Ni, Dexun Chen, Songbin Liu,Haohuan Fu, et al., “Czip: A Fast Lossless Compression Algorithm for Climate Data”, International Journal of Parallel Programming, 2016: 1-20.

[18]You Yang,Haohuan Fu, David Bader, Guangwen Yang, “Designing and implementing a heuristic cross-architecture combination for graph traversal”, Journal of Parallel and Distributed Computing, 2016.

[17]Haohuan Fu*,Yingqiao Wang, Evan Um, and et al., “A Parallel Finite-Element Time-Domain Method for Transient Electromagnetic Simulation”, Geophysics, vol. 80, no. 4 (July-August), P. E213-E224, 2015.

[16]Shizhen Xu, Xiaomeng Huang, Lie-Yauw Oey, Fanghua Xu, Haohun Fu, and et al., “POM. gpu-v1. 0: a GPU-based Princeton Ocean Model”, Geoscientific Model Development, 8(9): 2815-2827 , 2015

[15]Songbin Liu, Xiaomeng Huang,Haohuan Fu, Guangwen Yang, and Zhenya Song, “Data Reduction Analysis for Climate Data Sets”, International Journal of Parallel Programming, vol. 43, no. 3, pp. 508-527, 2015.

[14]Yang You,Haohuan Fu, Shuaiwen Song, and et al., “Scaling Support Vector Machines on modern HPC platforms”, Journal of Parallel and Distributed Computing, vol. 76, pp. 16-31, February 2015.

[13]Lin Gan,Haohuan Fu, Wayne Luk, and et al., “Solving the Global Atmospheric Equations through Heterogeneous Reconfigurable Platforms”, ACM Transaction on Reconfigurable Technology and Systems, vol. 8, no. 2, April 2015.

[12]Wei Xue, Chao Yang,Haohuan Fu, and et al., “Ultra-scalable CPU-MIC Acceleration of Mesoscale Atmospheric Modeling on Tianhe-2”, IEEE Transaction on Computers, vol.64, no.8, pp.2382-2393, Aug. 1 2015.

[11]Yushu Chen, Guojie Song, Zhihui Xue, Hao Jing,Haohuan Fu, and Guangwen Yang, “An improved ONAD Method for 2D Scalar Wave Equation in Heterogeneous Media Based on the Modified NAD operator”, Geophysics, vol. 79, no. 6, p. T349-T362, 2014.

[10]Nicholas Clinton, Le Yu,Haohuan Fu, and et al., “Global-Scale Associations of Vegetation Phenology with Rainfall and Temperature at a High Spatio-Temporal Resolution”, Remote Sensing, vol. 6, no. 8, pp. 7320-7338, 2014.

[9]Xiaomeng Huang, Wencan Wang,Haohuan Fu, and et al., “A Fast Input/Output Library for High-Resolution Climate Models”, Geoscientific Model Development, vol. 7, no. 1, pp. 93-103, 2014.

[8]Yang You,Haohuan Fu, Shuaiwen Song, and et al., “Evaluating Multi-core and Many-core Architectures through Accelerating the Three-Dimensional Lax-Wendroff Correction Stencil”, International Journal of High Performance Computing Applications, vol. 28, no. 3, pp. 301-318, 2014.

[7]Haohuan Fu,Lin Gan, R.G. Clapp, and et al., “Scaling Reverse Time Migration Performance Through Reconfigurable Data Flow Engines, IEEE MICRO, vol. 34, no. 1, pp. 30-40, 2014.

[6]Peng Gong, Jie Wang, Le Yu, Yongchao Zhao, Yuanyuan Zhao, Lu Liang, Zhenguo Niu, Xiaomeng Huang,Haohuan Fu, and et al., “Finer resolution observation and monitoring of global land cover: first mapping results with Landsat TM and ETM+ data”, International Journal of Remote Sensing, 34(7) ,2607-2654, 2013.

[5]Haohuan Fu, Robert G. Clapp, Olav Lindtjorn, Tengpeng Wei, and Guangwen Yang, “Revisiting Finite Difference and Spectral Migration Methods on Diverse Parallel Architectures”, Computers and Geosciences, vol. 43, pp. 187-196, June, 2012.

[4]Olav Lindtjorn, Robert G. Clapp, Oliver Pell, Oskar Mencer, Michael J. Flynn, andHaohuan Fu, “Beyond Traditional Microprocessors for Geoscience High-Performance Computing Applications”, IEEE MICRO, vol. 31, no. 2, pp. 41-49, 2011.

[3]Haohuan Fu, Oskar Mencer, and Wayne Luk, “FPGA Designs with Optimized Logarithmic Arithmetic”, IEEE Transactions on Computers, vol. 59, no. 7, pp. 1000-1006, 2010.

[2]Robert G. Clapp,Haohuan Fu, and Olav Lindtjorn,“Selecting the Right Hardware for Reverse Time Migration”, The Leading Edge, vol. 29, no. 1, pp. 48-58, January, 2010.

[1]Lidong Lin, Haohuan Fu, and Weijia Jia, “An Efficient AdmissionControl for IEEE 802.11 Networks based on Throughput Analyses of (un)saturated Channel”, International Journal of Communication Systems, vol. 21, issue 7, pp. 755-771, 2008.

会议论文(本人所指导的博士及硕士研究生以下划线标出)

[77]Gan, Lin; Xu, Jingheng; Wang, Xin等 ,Million-Core-Scalable Simulation of the Elastic Migration Algorithm on Sunway TaihuLight Supercomputer,19th Annual IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing (CCGRID), Larnaca, CYPRUS ,MAY 14-17, 2019

[76]Xuesen Chu; Xiaojing Lv; Hongsong Meng; Shupeng Shi; Liu, Zhao; Chu, Han, Wenji; Xu, Jingheng;Fu, Haohuan; Yang, Guangwen,SunwayLB: Enabling Extreme-Scale Lattice Boltzmann Method Based Computing Fluid Dynamics Simulations on Sunway TaihuLight,2019 IEEE International Parallel and Distributed Processing Symposium (IPDPS),Rio de Janeiro, Brazil,May 20-24 2019

[75]Gao, Wei; Fang, Jiarui; Zhao, Wenlai; 等,swATOP: Automatically Optimizing Deep Learning Operators on SW26010 Many-Core Processor,48th International Conference on Parallel Processing (ICPP) ,Kyoto, JAPAN,AUG 05-08, 2019

[74]Li, Liandeng and Yu, Teng and Zhao, Wenlai andFu, Haohuan* and Wang, Chenyu and Tan, Li and Yang, Guangwen and Thomson, John,Large-scale hierarchical k-means for heterogeneous many-core supercomputers,Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis,Dallas, Texas,November 11 - 16, 2018

[73]Chen, Bingwei andFu, Haohuan* and Wei, Yanwen and He, Conghui and Zhang, Wenqiang and Li, Yuxuan and Wan, Wubin and Zhang, Wei and Gan, Lin and Zhang, Wei and others,Simulating the Wenchuan earthquake with accurate surface topography on Sunway TaihuLight,Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis (SC18),Dallas, Texas,November 11 - 16, 2018

[72]Duan, Xiaohui and and Gao, Ping and Zhang, Tingjian and Zhang, Meng and Liu, Weiguo and Zhang, Wusheng and Xue, Wei andFu, Haohuan* and Gan, Lin and Chen, Dexun and Meng, Xiangxu and Yang, Guangwen ,Redesigning LAMMPS for peta-scale and hundred-billion-atom simulation on Sunway TaihuLight,Proceedings - International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2018, Dallas, Texas,November 11 - 16, 2018

[71]Wang, Xin and Gan, Lin and Xu, Jingheng and Yang, Jinzhe and Xia, Maocai andFu, Haohuanand Huang, Xiaomeng and Yang, Guangwen,PLZMA: A Parallel Data Compression Method for Cloud Computing,International Conference on Algorithms and Architectures for Parallel Processing,Guangzhou, China ,Nov 15-17 2018

[70]Li, Liandeng and Fang, Jiarui andFu, Haohuanand Jiang, Jinlei and Zhao, Wenlai and He, Conghui and You, Xin and Yang, Guangwen,swCaffe: A Parallel Framework for Accelerating Deep Learning Applications on Sunway TaihuLight,IEEE International Conference on Cluster Computing (CLUSTER),Belfast, NORTH IRELAND ,SEP 10-13, 2018

[69]Wang, Xinliang and Xu, Ping and Xue, Wei and Ao, Yulong and Yang, Chao andFu, Haohuanand Gan, Lin and Yang, Guangwen and Zheng, Weimin,A fast sparse triangular solver for structured-grid problems on sunway many-core processor SW26010, ACM International Conference Proceeding Series , Proceedings of the 47th International Conference on Parallel Processing, ICPP 2018,Eugene,AGU 13-16,2018

[68]Chen, Geng and Zhao, Lei and Yu, Wenhua and Ren, Hu andFu, Haohuan. A Novel Acceleration Method for DGTD Algorithm on Sunway TaihuLight,2018 IEEE Asia-Pacific Conference on Antennas and Propagation,Auckland, New Zealand,5 - 8 August 2018

[67]Li, Weijia and He, Conghui and Fang, Jiarui andFu, Haohuan,Semantic Segmentation based Building Extraction Method using Multi-source GIS Map Datasets and Satellite Imagery,IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) ,Salt Lake City, UT ,JUN 18-22, 2018

[66]Iwasawa, Masaki and Wang, Long and Nitadori, Keigo and Namekata, Daisuke and Muranushi, Takayuki and Tsubouchi, Miyuki and Makino, Junichiro and Liu, Zhao andFu, Haohuanand Yang, Guangwen,Global Simulation of Planetary Rings on Sunway TaihuLight,Computational Science - ICCS 2018. 18th International Conference ,Wuxi, China,June 11-13 2018

[65]Haohuan Fu, Conghui He, Bingwei Chen, et al,18.9-Pflops Nonlinear Earthquake Simulation on Sunway TaihuLight: Enabling Depiction of 18-Hz and 8-Meter Scenarios,Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis,Denver, CO ,NOV 12-17, 2017

[64]Haohuan Fu, Junfeng Liao, Nan Ding, et al,Redesigning CAM-SE for Peta-Scale Climate Modeling Performance and Ultra-High Resolution on Sunway TaihuLight,Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis,Denver, CO ,NOV 12-17, 2017

[63]Zhao, Yongbing and Sun, Chen and Zhao, Dongyu and Zhang, Yadong and You, Yang and Jia, Xinmiao and Yang, Junhui and Wang, Lingping and Wang, Jinyue andFu, Haohuanand others,PGAP-X: extension on pan-genome analysis pipeline,16th International Conference on Bioinformatics (InCoB) – Genomics, Shenzhen,SEP 20-22, 2017

[62]Conghui He,Haohuan Fu, Wayne Luk, Weijia Li, and Guangwen Yang ,Exploring the potential of reconfigurable platforms for order book update,Proceedings of the 27th IEEE International Conference on Field Programmable Logic and Applications,Gent, BELGIUM ,SEP 04-08, 2017

[61]Conghui He, Haohuan Fu, Yi Shen, Robert G. Clapp, and Guangwen Yang,Approximating Q Propagations for Elastic Modeling on GPUs,79th EAGE Conference and Exhibition,Paris, France,12 - 15 June 2017

[60]Yulong Ao, Chao Yang, Xinliang Wang, Wei Xue,Haohuan Fu, et al,26 PFLOPS Stencil Computations for Atmospheric Modeling on Sunway TaihuLight,31st IEEE International Parallel and Distributed Processing Symposium (IPDPS),Orlando, FL ,MAY 29-JUN 02, 2017

[59]Jiarui Fang,Haohuan Fu, Wenlai Zhao, Bingwei Chen, Weijie Zheng, and Guangwen Yang,swDNN: A Library for Accelerating Deep Learning Applications on Sunway TaihuLight,31st IEEE International Parallel and Distributed Processing Symposium (IPDPS) ,Orlando, FL ,MAY 29-JUN 02, 2017

[58]Haohuan Fu, Conghui He, Wayne Luk, Weijia Li, and Guangwen Yang,A Nanosecond–Level Hybrid Table Design for Financial Market Data Generators,25th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM) 会议地点: Napa, CA 会议日期: APR 30-MAY 02, 2017

[57]Jiarui Fang,Haohuan Fuand Guangwen Yang, “Cache-friendly Design for Complex Spatially-variable Coefficient Stencils on Many-core Architectures”, in Proceedings of IEEE 23rd International Conference on High Performance Computing, Data, and Analytics, Hyderabad, India, 2016.

[56]Haohuan Fu, Junfeng Liao, Wei Xue, Lanning Wang and et al., “Refactoring and Optimizing the Community Atmosphere Model (CAM) on the Sunway TaihuLight Supercomputer”, The International Conference for High Performance Computing, Networking, Storage and Analysis (SC), Salt Lake City, Utah, US, 2016

[55]Yang Chao, Xue Wei,Haohuan Fu, et al., "10M-Core scalable fully-implicit solver for nonhydrostatic atmospheric dynamics"; Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis; SC16 Gordon Bell Prize, Salt Lake City, Utah, US, 2016

[54]Weijie Zheng,Haohuan Fuand Guangwen Yang, “TADE: Tight Adaptive Differential Evolution”, The 14th International Conference on Parallel Problem Solving from Nature(PPSN), Edinburgh, Scotland, UK, 2016.

[53]Wenlai Zhao,Haohuan Fu, Wayne Luk, and et al., "F-CNN: An FPGA-based Framework for Training Convolutional Neural Networks", The 27th Annual IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP), London, UK, 2016.

[52]Jingheng Xu,Haohuan Fu, Lin Gan, Yu Song, and et al., "Evaluating the POWER8 Architecture Through Optimizing Stencil-Based Algorithms", the 14th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA), Tianjin, China, 2016

[51]Jingheng Xu,Haohuan Fu, Lin Gan, Chao Yang, Wei Xue, Shizhen Xu, Wenlai Zhao, Xinliang Wang, Bingwei Chen, and Guangwen Yang, "Generalized GPU Acceleration for Applications Employing Finite-Volume Methods", The 16th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing(CCGrid), Cartagena, Colombia, 2016.

[50]Mengyao Jin,Haohuan Fu, Zihong Lv and Guangwen Yang, “Libra: An Automated Code Generation and Tuning Framework for Register-limited Stencils on GPUs”, Proceedings of the ACM International Conference on Computing Frontiers. ACM, 2016: 92-99.

[49]Weijie Zheng,Haohuan Fu, and Guangwen Yang, “Target Mutation: A Novel Mutation Strategy for Differential Evolution”, Best Paper Award, in Proceedings of the 27th International Conference on Tools with Artificial Intelligence (ICTAI), Vietri Sul Mare, Italy, 2015.

[48]Jiarui Fang,Haohuan Fu, He Zhang, Wei Wu, Nanxun Dai, Gan Lin and Guangwen Yang, “Optimizing Complex Spatially-Variant Coefficient Stencils For Seismic Modeling on GPU”, in Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems (ICPADS), Melbourne, Australia, 2015.

[47]Jiarui Fang,Haohuan Fu, Wei Wu, Nanxun Dai, and Guangwen Yang, “GPU-based explicit time evolution method”, Expanded Abstract, 83rd Society of Exploration Geophysicist (SEG) Meeting, pp. 3549-3553, 2015.

[46]Conghui He,Haohuan Fu, Bangtian Liu, Huabin Ruan, Guangwen Yang, Hui Yang, and Are Osen, “A GPU-based Parallel Beam Migration Design”, Expanded Abstract, 83rd Society of Exploration Geophysicist (SEG) Meeting, pp. 4313-4317, 2015.

[45]Bangtian Liu,Haohuan Fu, Lin Gan, and et al., “Optimizing Residue Number Reverse Converters through Bitwise Arithmetic on FPGAs”, in Proceedings of the 23th IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM), 2015.

[44]Conghui He, Yushu Chen,Haohuan Fu, and et al., “Ensemble Full Wave Inversion with Source Encoding”, Extended Abstracts, 77th EAGE Conference and Exhibitions, 2015.

[43]Lin Gan,Haohuan Fu, Wei Xue, and et al., “Scaling and Analyzing the Stencil Performance on Multi-core and Many-core Architectures”, in Proceedings of The 20th IEEE International Conference on Parallel and Distributed Systems (ICPADS), 8 pp., 2014.

[42]Lin Gan,Haohuan Fu, Chao Yang, and et al., “A Highly-Efficient and Green Data Flow Engine for Solving Euler Atmospheric Equations”, in Proceedings of the 24th International Conference on Field Programmable Logic and Applications (FPL), 6 pp., 2014.

[41]Wenlai Zhao,Haohuan Fu, Guangwen Yang, and Wayne Luk, “Patra: Parallel Tree-Reweighted Message Passing Architecture”, in Proceedings of the 24th International Conference on Field Programmable Logic and Applications (FPL), 6 pp., 2014.

[40]Songbin Liu, Xiaomeng Huang, Yufang Ni,Haohuan Fu, and Guangwen Yang, “A High Performance Compression Method for Climate Data”, in Proceedings of the International Symposium on Parallel and Distributed Processing with Applications (ISPA), pp. 68-77, 2014.

[39]Cheng Zhang, Xiaomeng Huang, Yong Hu, Shizhen Xu,Haohuan Fu, Guangwen Yang, “CFIO2: Overlapping Communications and I/O with Computations Using RDMA Technology”, in Proceedings of the International Conference on Network and Parallel Computing (NPC), pp. 542-545, 2014.

[38]Wei Xue, Chao Yang,Haohuan Fu, and et al., “Enabling and Scaling a Global Shallow-Water Atmospheric Model on Tianhe-2”, in Proceedings of the International Parallel and Distributed Processing Symposium (IPDPS), pp. 745-754, 2014.

[37]Yang You, Shuaiwen Song,Haohuan Fu, and et al., “MIC-SVM: Designing a Highly Efficient Support Vector Machine for Advanced Modern Multi-core and Many-Core Architectures”, in Proceedings of the International Parallel and Distributed Processing Symposium (IPDPS), pp. 809-818, 2014.

[36]Shizhen Xu, Xiaomeng Huang, Yan Zhang, Yong Hu,Haohuan Fu, and Guangwen Yang, “Porting the Princeton Ocean Model to GPUs”, in Proceedings of the International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP), 2014.

[35]Songbin Liu, Xiaomeng Huang, Yufang Ni,Haohuan Fu, and Guangwen Yang, “A Versatile Compression Method for Floating-Point Data Stream”, in Proceedings of the International Conference on Networking and Distributed Computing (ICNDC), 2013.

[34]Wencan Wang, Xiaomeng Huang,Haohuan Fu, Yong Hu, Shizhen Xu, Guangwen Yang, “CFIO: A Fast I/O Library for Climate Models”, in Proceedings of the IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), pp. 911-918, 2013.

[33]Meiqi Zhu, Xiaomen Huang, Songbin Liu,Haohuan Fu, Qiming Fang, GuangWen Yang, “Optimize Multidimensional Arrays Queries with Heterogeneous Replica Method”, in Proceedings of the IEEE 8th International Conference on Networking, Architecture and Storage (NAS), pp. 272-276, 2013.

[32]Lin Gan,Haohuan Fu, Wayne Luk, and et al., “Accelerating Solvers for Global Atmospheric Equations Through Mixed-Precision Data Flow Engine”, in Proceedings of the 23rd International Conference on Field Programmable Logic and Applications (FPL), 6 pp., 2013.(25年FPL会议最有影响的27篇文章之一)

[31]Yong Hu, Xiaomeng Huang, Xiaoge Wang,Haohuan Fu, and et al., “A Scalable Barotropic Mode Solver for the Parallel Ocean Program”, in Proceedings of Euro-Par, pp. 739-750, 2013.

[30]Huabin Ruan, Xiaomeng Huang,Haohuan Fu, Guangwen Yang, Wayne Luk, “An FPGA-Based Data Flow Engine for Gaussian Copula Model”, in Proceedings of the 21th IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM), pp. 218-225, 2013.

[29]Lin Gan,Haohuan Fu, Wayne Luk, Chao Yang, Wei Xue, and Guangwen Yang, “Global Atmospheric Simulation on a Reconfigurable Platform”, poster, in Proceedings of the 21th IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM), pp. 230, 2013.

[28]Yang You,Haohuan Fu, Xiaomeng Huang, Guojie Song, Lin Gan, Wenjian Yu, and Guangwen Yang, “Accelerating the 3D Elastic Wave Forward Modeling on GPU and MIC”, In Proceedings of the International Parallel and Distributed Processing Symposium (IPDPS) Workshops, pp. 1088-1096, 2013.

[27]Songbin Liu, Xiaomeng Huang,Haohuan Fu, and Guangwen Yang, “Understanding Data Characteristics and Access Patterns in a Cloud Storage System”, in Proceedings of the 13th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), pp. 327-334, 2013.

[26]Chao Yang, Wei Xue,Haohuan Fu, Lin Gan, Linfeng Li, Yangtong Xu, Yutong Lu, Jiachang Sun, Guangwen Yang, and Weimin Zheng, “A Peta-Scalable CPU-GPU Algorithm for Global Atmospheric Simulations”, in Proceedings of the 18th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP), pp. 1-12, Shenzhen, 2013.

[25]Cheng Chen, Xiaomeng Huang,Haohuan Fu, and Guangwen Yang, “The Chunk-Locality Index: An Efficient Query Method for Climate Datasets”, in Proceedings of the International Parallel and Distributed Processing Symposium (IPDPS) Workshops, pp. 2104-2110, Shanghai, 2012.

[24]Yingqiao Wang, Tengpeng Wei,Haohuan Fu, and Evan Um, “A Parallel Finite-Element Solution of Transient Electromagnetic Diffusion Equation”, Expanded Abstract, 80th Society of Exploration Geophysicist (SEG) Meeting, pp. 1-5, 2012.

[23]Ce Guo,Haohuan Fu, and Wayne Luk, “A Fully-Pipelined Expectation-Maximization Engine for Gaussian Mixture Models”, in Proceedings of International Conference on Field-Programmable Technology (FPT), pp. 182-189, Seoul, 2012.

[22]Haohuan Fu, Robert G. Clapp, “Eliminating the Memory Bottleneck: An FPGA-based Solution for 3D Reverse Time Migration”, in Proceedings of the International Symposium on Field-Programmable Gate Arrays (FPGA), pp. 65-74, 2011.

[21]Haohuan Fu, Robert G. Clapp, and Olav Lindtjorn, “Revisiting Convolution and FFT on Parallel Computation Platforms”, Expanded Abstract, 80th Society of Exploration Geophysicist (SEG) Meeting, pp. 3071-3075, Denver, 2010.

[20]Haohuan Fu, Robert G. Clapp, Oskar Mencer, and Oliver Pell, “Accelerating 3D Convolution Using Streaming Architectures on FPGAs”, Expanded Abstract, 79th Society of Exploration Geophysicist (SEG) Meeting, pp. 3035-3039, Houston, October 2009.

[19]Haohuan Fu, Oskar Mencer, and Wayne Luk, “Optimizing Residue Arithmetic on FPGAs”, in Proceedings of IEEE International Conference on Field Programmable Technology (FPT), pp. 41-48, Best Paper Award, 2008.(最佳论文奖)

[18]Tim Todman,Haohuan Fu, Brittle Tsoi, Oskar Mencer, and Wayne Luk, “Smart Enumeration: a Systematic Approach to Exhaustive Search”, in Proceedings of 18th International Workshop on Power and Timing Modeling, Optimization and Simulation (PATMOS), pp. 429 - 438, 2008.

[17]Haohuan Fu, William Osborne, Robert G. Clapp, and Oliver Pell, “Accelerating Seismic Computations on FPGAs: From the Perspective of Number Representations”, Extended Abstracts, 70th EAGE Conference and Exhibitions, P055, 2008.

[16]Tim Todman,Haohuan Fu, Oskar Mencer, and Wayne Luk, “Improving Bounds for FPGA Logic Minimization”, poster, in Proceedings of IEEE International Conference on Field Programmable Technology (FPT), pp. 245-248, 2007.

[15]Haohuan Fu, Oskar Mencer, and Wayne Luk, “Optimizing Logarithmic Arithmetic on FPGAs”, in Proceedings of IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), pp. 163-172, 2007.

[14]Haohuan Fu, Oskar Mencer, and Wayne Luk, “Comparing Floating-point and Logarithmic Number Representations for Reconfigurable Acceleration”, poster, in Proceedings of IEEE International Conference on Field Programmable Technology (FPT), pp. 337-340, 2006.

[13]Weijia Jia, Ji Shen,Haohuan Fu, “Efficient Protocol for Videoconferencing in 3G Wireless Networks”, in Proceedings of Global Mobile Congress (GMC’05), Chongqing, China, 2005.

[12]Weijia Jia, Ji Shen andHaohuan Fu, “Object Oriented Design and Implementation of 3G-324M Protocol Stack”, in Proceedings of the 6th international conference on Algorithms and Architectures for Parallel Processing (ICA3PP), pp. 435-441, Melbourne, Australia, Oct. 2005.

[11]Weijia Jia, Bo Han, Ji Shen,Haohuan Fuand Man Ching Yuen, “Efficient Implementation of 3G-324M Protocol Stack for Multimedia Communication”, in Proceedings of IEEE 11th International Conference on Parallel and Distributed Systems (ICPADS), pp. 599-605, Fukuoka, Japan, July 20-22, 2005.

[10]Lidong Lin,Haohuan Fu, and Weijia Jia, “An Efficient Admission Control for IEEE 802.11 Networks Based on Throughput Analyses of (Un)Saturated Channel”, in Proceedings of IEEE Global Communications Conference (Globecom), pp. 3017-2021, 2005.

[9]Haohuan Fu, Lidong Lin, and Weijia Jia, “Efficient Wireless Link Bandwidth Detection for IEEE 802.11 Networks”, in Proceedings of International Conference on Communication (ICC), pp. 3604-3608, 2005.

[8]Weijia Jia, Bo Han, Ji Shen, andHaohuan Fu, “Next Generation Networks Architecture and Layered End-to-End QoS Control”, in Proceedings of International Symposium on Parallel and Distributed Processing and Applications (ISPA), Lecture Notes in Computer Science (LNCS), vol. 3758, pp. 1055-1064, 2005.

[7]Haohuan Fu, Xiaowen Li, Ji Shen, Weijia Jia, “Efficient Multiplexing Protocol for Low Bit Rate Multi-Point Video Conferencing”, in Proceedings of International Conference on Mobile Ad-hoc and Sensor Networks (MSN), Lecture Notes in Computer Science (LNCS), vol. 3794, pp. 478-487, 2005.

[6]Yingjie Fu,Haohuan Fu, and Pui On Au, “An Integration Approach of Data Mining with Web Cache Pre-Fetching”, in Proceedings of International Symposium on Parallel and Distributed Processing and Applications (ISPA), Lecture Notes in Computer Science (LNCS), vol. 3358, pp. 59-63, 2004.

[5]Weijia Jia,Haohuan Fu,Bo Han, and Pui On Au, “Efficient Data Transmission Multiplexing in 3G Mobile Systems”, in Proceedings of Global Mobile Congress (GMC’04), Shanghai, 2004.

[4]Weijia Jia, Haohuan Fu, and Pui On Au, “Session and Signaling Control in Mobile Network Game Platform”, in Proceedings of Global Mobile Congress (GMC’04), Shanghai, 2004.

[3]Bo Han,Haohuan Fu, Ji Shen, Pui On Au and Weijia Jia, “Design and Implementation of 3G-324M - An Event-Driven Approach”, in Proceedings of 60th IEEE Vehicle Technology Conference (VTC), pp. 2108-2112, Los Angeles, 2004.

[2]Bo Han,Haohuan Fu, Lidong Lin and Weijia Jia, “Efficient Construction of Connected Dominating Set in Wireless Ad Hoc Networks”, in Proceedings of 1st IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS), pp. 570-572, 2004.

[1]Haohuan Fu, Pui On Au, and Weijia Jia, “Performance Evaluation of Replacement Algorithms in Hierarchical Web Caching”, in Proceedings of International Conference on Web-Age Information Management (WAIM), Lecture Notes in Computer Science (LNCS), vol. 3129, pp. 176-185, 2004.