Personal Information

Contact Information:010-62798365
E-Mail:

Personal homepage:http://www.thuhpgc.net/mediawiki/index.php/Haohuan_Fu

Discipline:Atmospheric Sciences

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 ComputingEmbedded Systems with a Vehicle Plate Recognition System on ARM CPU Grants, Contracts, and Donations
  • 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
  • SCI期刊

    97.Dong, Runmin, et al. "Real-world remote sensing image super-resolution via a practical degradation model and a kernel-aware network." ISPRS Journal of Photogrammetry and Remote Sensing 191 (2022): 155-170.

    96.Xu, Yidan, Jianping Li, and Haohuan Fu. "The role of sea surface temperature variability in changes to global surface air temperature related to two periods of warming slowdown since 1940." Climate Dynamics 59.1-2 (2022): 499-517.

    95.Guo, Jiaxu, et al. "GEO-WMS: an improved approach to geoscientific workflow management system on HPC." CCF Transactions on High Performance Computing (2022): 1-14.

    94.Yu, Yangyang, et al. "Characterizing uncertainties of Earth system modeling with heterogeneous many-core architecture computing." Geoscientific Model Development 15.17 (2022): 6695-6708.

    93.Zheng, Juepeng, et al. "Partial Domain Adaptation for Scene Classification from Remote Sensing Imagery." IEEE Transactions on Geoscience and Remote Sensing (2022).

    92.Yuan, Ming, et al. "FPGA-Accelerated Tersoff Multi-body Potential for Molecular Dynamics Simulations." Applied Reconfigurable Computing. Architectures, Tools, and Applications: 18th International Symposium, ARC 2022, Virtual Event, September 19–20, 2022, Proceedings. Cham: Springer Nature Switzerland, 2022.

    91.Zheng, Juepeng, et al. "A Parallel Approach for Oil Palm Tree Detection on a SW26010 Many-Core Processor." IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium. IEEE, 2022.

    90.Zhang, Lixian, et al. "Srbuildingseg-E 2: An Integrated Model for End-to-End Higher-Resolution Building Extraction." IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium. IEEE, 2022.

    89. Yuan, Shuai, et al. "Melting Glacier: A 37-Year (1984–2020) High-Resolution Glacier-Cover Record of MT. Kilimanjaro." IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium. IEEE, 2022.

    88.Cewen Liu, Mengyao Sun, Nanxun Dai, Wei Wu, Yanwen Wei, Mingjie Guo and Haohuan Fu. Deep learning-based point-spread function deconvolution for migration image deblurring[J]. Geophysics, 2022, 87(4): S249-S265.

    87. Bingwei Chen, '''Haohuan Fu*''', Wayne Luk, Guangwen Yang, “A fully-customized dataflow engine for 3D earthquake simulation with a complex topography”, Information Sciences, Vol. 65, no. 152103, pp. 1-152103, 2022.

    86. Ping Gao, Xiaohui Duan, Jiaxu Guo, Jin Wang, Zhenya Song, Lizhen Cui, Xiangxu Meng, Xin Liu, Wusheng Zhang, Ming Ma, Guohui Li, Dexun Chen, '''Haohuan Fu''', Wei Xue, Weiguo Liu, Guangwen Yang, “LMFF: efficient and scalable layered materials force field on heterogeneous many-core processors”, Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, pp. 1-14, 2021.

    85. Yong Liu, Xin Liu, Fang Li, '''Haohuan Fu''', Yuling Yang, Jiawei Song, Pengpeng Zhao, Zhen Wang, Dajia Peng, Huarong Chen, Chu Guo, Heliang Huang, Wenzhao Wu, Dexun Chen, “Closing the “quantum supremacy” gap: achieving real-time simulation of a random quantum circuit using a new Sunway supercomputer”, Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, pp, 1-12, 2021 (2021年戈登·贝尔奖)

    84. Yanwen Wei, Yunyue Elita Li, Jingjing Zong, Jizhong Yang, '''Haohuan Fu''', Mengyao Sun, “Deep learning-based P-and S-wave separation for multi-component Vertical Seismic Profiling”, IEEE Transactions on Geoscience and Remote Sensing, 2021.

    83. Chang-Feng Chen, Wen Shi, Jing Yang, '''HaoHuan Fu''', “Social bots’ role in climate change discussion on Twitter: Measuring standpoints, topics, and interaction strategies”, Advances in Climate Change Research, 2021.

    82. Yuxuan Li, Lin Gan, Mingcheng Chen, Yaojian Chen, Haitian Lu, Chaoyang Lu, Jianwei Pan, '''Haohuan Fu''', Guangwen Yang, “Benchmarking 50-photon gaussian boson sampling on the sunway taihulight”, IEEE Transac- tions on Parallel and Distributed Systems, Vol. 33, no. 6, pp. 1357-1372, 2021.

    81. Wei Xue, '''Haohuan Fu''', Weile Jia, Guangming Tan, “Editorial for the special issue on large-scale AI in classical HPC environment and AI for science”, CCF Transactions on High Performance Computing, Vol.3, no. 3, pp. 221-223, 2021.

    80. Juepeng Zheng, Wenzhao Wu, Shuai Yuan, Yi Zhao, Weijia Li, Lixian Zhang, Runmin Dong, '''Haohuan Fu*''', “A Two-Stage Adaptation Network (TSAN) for Remote Sensing Scene Classification in Single-Source-Mixed- Multiple-Target Domain Adaptation (S²M²T DA) Scenarios”, IEEE Transactions on Geoscience and Remote Sensing, 2021.

    79. Zhehao Ren, Lixian Zhang, Bin Chen, '''Haohuan Fu''', Bing Xu, “Sectoral Energy-Consumption Estimation by Unmixed Nighttime Light in Shanghai, China”, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, pp. 6948-6951, 2021.

    78. Ping Gao, Xiaohui Duan, Bertil Schmidt, Wusheng Zhang, Lin Gan, '''Haohuan Fu''', Wei Xue, Weiguo Liu, Guangwen Yang, “Optimization of Reactive Force Field Simulation: Refactor, Parallelization, and Vectorization for Interactions”, IEEE Transactions on Parallel and Distributed Systems, 2021.

    77. Lin Gan, '''Haohuan Fu''', Guangwen Yang, “Translating novel HPC techniques into efficient geoscience solutions”, Journal of Computational Science, Vol. 52, pp. 101212, 2021.

    76. Runmin Dong, Weizhen Fang, '''Haohuan Fu*''', Lin Gan, Jie Wang, Peng Gong, “High-Resolution Land Cover Mapping Through Learning With Noise Correction”, IEEE Transactions on Geoscience and Remote Sensing, 2021.

    75. Juepeng Zheng, Wenzhao Wu, Shuai Yuan, '''Haohuan Fu*''', Weijia Li, Le Yu, “Multisource-Domain Generalization- Based Oil Palm Tree Detection Using Very-High-Resolution (VHR) Satellite Images”, IEEE Geoscience and Remote Sensing Letters, 2021.

    74. Yuxuan Li, Xiaohui Duan, Lin Gan, Wubin Wan, Yuhu Chen, Kai Xu, Jinzhe Yang, Weiguo Liu, Wei Xue, '''Haohuan Fu''', Guangwen Yang, “Enabling Large-scale Simulation of CAM on the Sunway TaihuLight Supercomputer”, IEEE Transactions on Computers, 2021.

    73. Juepeng Zheng, '''Haohuan Fu''', Weijia Li, Wenzhao Wu, Le Yu, Shuai Yuan, Wai Yuk William Tao, Tan Kian Pang, Kasturi Devi Kanniah, “Growing status observation for oil palm trees using Unmanned Aerial Vehicle (UAV) images”, ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 173, pp. 95-121, 2021.

    72. Runmin Dong, Lixian Zhang, '''Haohuan Fu*''', “RRSGAN: Reference-Based Super-Resolution for Remote Sensing Image”, IEEE Transactions on Geoscience and Remote Sensing, 2021.

    71. Lixian Zhang, Runmin Dong, Shuai Yuan, Weijia Li, Juepeng Zheng, '''Haohuan Fu*'''. “Making Low-Resolution Satellite Images Reborn: A Deep Learning Approach for Super-Resolution Building Extraction”, Remote Sensing, Vol. 13, no. 15, pp. 2872, 2021.

    70. Ping Chang, Shaoqing Zhang, Gokhan Danabasoglu, Stephen G Yeager, '''Haohuan Fu''', et al., “An unprecedented set of high-resolution earth system simulations for understanding multiscale interactions in climate variability and change”, Journal of Advances in Modeling Earth Systems, Vol. 12, no. 12, pp. e2020MS002298, 2020.

    69. Xiaohui Duan, Ping Gao, Meng Zhang, Tingjian Zhang, Hongsong Meng, Yuxuan Li, Bertil Schmidt, '''Haohuan Fu''', Lin Gan, Wei Xue, Weiguo Liu, Guangwen Yang, “Cell-list based molecular dynamics on many-core processors: a case study on sunway TaihuLight supercomputer”, SC20: International Conference for High Performance Computing, Networking, Storage and Analysis, pp. 1-12, 2020.

    68. Jizhong Yang, Yunyue Elita Li, Yuzhu Liu, Yanwen Wei, '''Haohuan Fu''', “Mitigating the cycle-skipping of full- waveform inversion by random gradient sampling”, Geophysics, Vol. 85, no. 6, pp. R493-R507, 2020.

    67. Masaki Iwasawa, Daisuke Namekata, Ryo Sakamoto, Takashi Nakamura, Yasuyuki Kimura, Keigo Nitadori, Long Wang, Miyuki Tsubouchi, Jun Makino, Zhao Liu, '''Haohuan Fu''', Guangwen Yang, “Implementation and performance of Barnes-hut n-body algorithm on extreme-scale heterogeneous many-core architectures”, The International Journal of High Performance Computing Applications, Vol. 34, no. 6, pp. 615-628, 2020.

    66. Huiyu Zhu, Mengyao Sun, '''Haohuan Fu''', Nianmao Du, Jie Zhang, “Training a Seismogram Discriminator Based on ResNet”, IEEE Transactions on Geoscience and Remote Sensing, 2020.

    65. Shaoqing Zhang, '''Haohuan Fu''', Lixin Wu, et al., “Optimizing high-resolution Community Earth System Model on a heterogeneous many-core supercomputing platform”, Geoscientific Model Development, Vol. 13, no. 10, pp. 4809-4829, 2020.

    64. Juepeng Zheng, '''Haohuan Fu''', Weijia Li, Wenzhao Wu, Yi Zhao, Runmin Dong, Le Yu, “Cross-regional oil palm tree counting and detection via a multi-level attention domain adaptation network”, ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 167, pp. 154-177, 2020.

    63. Yanluan Lin, Xiaomeng Huang, Yishuang Liang, Yi Qin, Shiming Xu, Wenyu Huang, Fanghua Xu, Li Liu, Yong Wang, Yiran Peng, Lanning Wang, Wei Xue, '''Haohuan Fu''', et al., “Community Integrated Earth System Model (CIESM): Description and Evaluation”, Journal of Advances in Modeling Earth Systems, Vol. 12, no. 8, pp. e2019MS002036, 2020.

    62. Ping Gao, Xiaohui Duan, Tingjian Zhang, Meng Zhang, Bertil Schmidt, Xun Zhang, Hongliang Sun, Wusheng Zhang, Lin Gan, Wei Xue, '''Haohuan Fu''', Weiguo Liu, Guangwen Yang“Millimeter-scale and billion-atom reactive force field simulation on Sunway Taihulight”, IEEE Transactions on Parallel and Distributed Systems, Vol. 31, no. 12, pp. 2954-2967, 2020.

    61. '''Haohuan Fu''', Wei Xue, Guangming Tan, Xiaowen Xu“Editorial for the special issue on HPC algorithms and applications”, CCF Transactions on High Performance Computing, Vol. 2, pp. 81-83, 2020.

    60. Xiaohui Duan, Meng Zhang, Weiguo Liu, '''Haohuan Fu''', Lin Gan, Wei Xue, Guangwen Yang, “Tuning a general purpose software cache library for TaihuLight’s SW26010 processor”, CCF Transactions on High Performance Computing, Vol. 2, pp. 164-182, 2020.

    59. Wenzhao Wu, Juepeng Zheng, Weijia Li, '''Haohuan Fu''', Shuai Yuan, Le Yu, “Domain adversarial neural network- based oil palm detection using high-resolution satellite images”, Automatic Target Recognition XXX, Vol. 11394, pp. 1139406, 2020.

    58. Shuai Yuan, Runmin Dong, Juepeng Zheng, Wenzhao Wu, Lixian Zhang, Weijia Li,'''Haohuan Fu''', “Long time-series analysis of urban development based on exective building extraction”, Geospatial Informatics X, Vol. 11398, pp. 113980M, 2020.

    57. Liandeng Li, Jiarui Fang, Jinlei Jiang, Lin Gan, Weijie Zheng, '''Haohuan Fu''', Guangwen Yang, “Efficient AES implementation on Sunway TaihuLight supercomputer: A systematic approach”, Journal of Parallel and Dis-tributed Computing, Vol. 138, pp. 178-189, 2020.

    56. Runmin Dong, '''Haohuan Fu''', “How to improve 3-m resolution land cover mapping from imperfect 10-m resolu-tion land cover mapping product?”, EGU2020, Vol. EGU2020-3814, 2020.

    55. Runmin Dong, Weijia Li, '''Haohuan Fu''', Lin Gan, Le Yu, Juepeng Zheng, Maocai Xia, “Oil palm plantation mapping from high-resolution remote sensing images using deep learning”, International Journal of Remote Sensing, Vol. 41, no. 5, pp. 2022-2046, 2020.

    54. Shaoqing Zhang, '''Haohuan Fu''', Lixin Wu, et al., “Optimizing high-resolution Community Earth System Model on a heterogeneous many-core supercomputing platform (CESM-HR sw1.0)”, Geoscientific Model Development Discussions, Vol. 2020, pp. 1-38, 2020.

    53. Xiaohui Duan, Ping Gao, Meng Zhang, Tingjian Zhang, Hongsong Meng, Yuxuan Li, Bertil Schmidt, '''Haohuan Fu''', Lin Gan, Wei Xue, Guangwen Yang, Weiguo Liu, “Neighbor-list-free molecular dynamics on sunway taihulight supercomputer”, Proceedings of the 25th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, pp. 413-414, 2020.

    52. Weijia Li, Runmin Dong, '''Haohuan Fu''', Jie Wang, Le Yu, Peng Gong“Integrating Google Earth imagery with Landsat data to improve 30-m resolution land cover mapping”, Remote Sensing of Environment, Vol. 237, pp. 111563, 2020.

    51. Xiaohui Duan, Ping Gao, Meng Zhang, Tingjian Zhang, Hongsong Meng, Yuxuan Li, Bertil Schmidt, '''Haohuan Fu''', “POSTER: Neighbor-list-free Molecular Dynamics on Sunway TaihuLight Supercomputer”, 2020.

    50. Wenzhao Wu, Juepeng Zheng, '''Haohuan Fu''', Weijia Li, Le Yu, “Cross-regional oil palm tree detection”, Pro- ceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, pp. 56-57, 2020.

    49. Runmin Dong, Cong Li, '''Haohuan Fu''', Jie Wang, Weijia Li, Yi Yao, Lin Gan, Le Yu, Peng Gong. “Improving 3-m resolution land cover mapping through efficient learning from an imperfect 10-m resolution map”, Remote Sensing, Vol. 12, no. 9, pp. 1418, 2020.

    48. Wen Shi, '''Haohuan Fu''', Peinan Wang, Changfeng Chen, Jie Xiong“# Climatechange vs.# Globalwarming: Characterizing Two Competing Climate Discourses on Twitter with Semantic Network and Temporal Analyses”, International journal of environmental research and public health, Vol. 17, no. 3, pp. 1062, 2020.

    [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

    1. 2021年 戈登·贝尔奖(随机量子电路模拟)

    2. 2021 年 国家自然科学基金杰出青年基金(交叉学部)

    3. 2020年 中国五四青年奖章

    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