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[FullCV.pdf]
Experience
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2018.1-present
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Senior Research Scientist, Data61, CSIRO, Australia (previously known as NICTA)
- Computer vision research group
- Projects: Prosthetic Vision, Digital Archiving, Non-rigid Reconstruction
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2015.9-2018.1
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Research Scientist, Data61, CSIRO, Australia (previously known as NICTA)
- Computer vision research group
- Projects: Prosthetic Vision, Digital Archiving, Non-rigid Reconstruction
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2016.1-2017.12
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Chair of Computer Society, IEEE ACT Section, Australia.
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2015.10-present
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Adjunct Lecturer, College of Engineering and Computer Science, Australian National University.
- Supervising 5 Ph.D. students, 6 master students.
- Teaching
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2014.4-2014.10
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Internship at Microsoft Development, Shinagawa, Tokyo.
- Topic: Multiview rectification rectification of folded document
- Paper submitted, mobile app prototyped
- Coworkers: Dr. Yasuyuki Matsushita, Dr. Sudipta Sinha.
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2013.2-2013.3
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Visiting Multimedia and Geometry Group, Utrecht University, The Netherlands
- Video enhancement
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2008.1-2010.3
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3D Image System Simulation Lab, Tsinghua University
- Advisor: Assoc. Prof. Huimin Ma
- Topics: 3D object modeling and recognition, manifold learning
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Professional Activities
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Teaching
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2018 Computer Vision (ANU, ENGN4528, ENGN6528)
2017 Robotics (ANU, ENGN4627)
2017 Engineering Data Analysis (ANU, ENGN8735)
2017 Individual Project (ANU, ENGN4200)
2016 Robotics (ANU, ENGN4627)
2016 Document Analysis (ANU, COMP4650)
2016 Individual Project (ANU, ENGN4200)
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Supervising
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Ph.D. Students
Kaiyue Lu, ANU (primary supervisor)
Jing Zhang, ANU (primary supervisor)
Peipei Song, ANU (primary supervisor )
Changkun Ye, ANU (primary supervisor)
David Feng, ANU (with Assoc. Prof. Nick Barnes)
Ryota Yoshihashi, U Tokyo (with Assoc. Prof. Takeshi Naemura)
Xiang Wang, Tsinghua (with Assoc. Prof. Huimin Ma)
Yidong Wang, Tsinghua, (with Assoc. Prof. Huimin Ma)
Master Students
Junxuan Li, ANU
Chenyao Qian, ANU
Ziang Cheng, ANU
Jiaming Wei , Tsinghua
Seiichiro Fukuda, U Tokyo
Alumni
Kaiyue Lu, Master, ANU (continue as PhD)
Tu Tuan Trinh, Master, U Tokyo
Zhichen Zhao, Master, Tsinghua
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Organizing
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2018 DICTA General China
2018 ACCV Worshop Chair
2017 ICCV Joint Workshop: Physics Based Vision meets Deep Learning, Venice, Italy. PBDL2017
2016 - present, IEEE Computer Society, ACT Section, Australia.
2014 International Conference on 3D Vision (3DV2014). Tokyo, Japan.
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Reviewing
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IEEE Transaction on Pattern Recognition and Machine Intelligence (TPAMI)
International Journal on Computer Vision (IJCV)
IEEE Transaction on Image Processing (TIP)
ACM SIGGRAPH
Computer Vision and Pattern Recognition (CVPR)
International Computer on Computer Vision (ICCV)
European Conference on Computer Vision (ECCV)
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Invited Talks
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Smart Computational Imaging, Nanjing University, Apr. 2017
Smart Computational Imaging, Jiangnan University, Apr. 2017
A Multi-view Light Field Camera from a Single Lens, Microsoft Research Asia, Sep, 2016
Vision in Bad Weather, Peking University, Sep, 2016
Vision in Bad Weather, Nankai University, Sep, 2016
Prosthetic Vision and Artificial Vision, Microsoft Research Asia, Aug, 2016
Vision in Bad Weather, Microsoft Research Asia, Aug, 2016
Vision in Bad Weather, Tsinghua University, Aug, 2016
Vision in Bad Weather, Jiangnan University, Aug. 2016
Adherent Raindrop Detection and Removal in Video. Meeting on Image Recognition and Understanding (MIRU 2013), Japan.
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Education
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2012.10-2015.9
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PhD of Engineering, Computer Vision Lab. The University of Tokyo, Japan.
- Full Scholarship (Mext)
- Overall GPA: 4/4 .
- Advisors: Prof. Katsushi Ikeuchi ,
Assoc. Prof. Takeshi Oishi
- Mentors: Asst. Prof. Robby T. Tan,
Asst. Prof. Rei Kawakami
- Topics: robust outdoor vision, rainy scenes, computational photometry, 3D shape modeling
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2010.4-2012.9
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Master of Engineering, Computer Vision Lab. The University of Tokyo, Japan
- Full Scholarship (Panasonic)
- Overall GPA: 3.93/4
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2005.8-2009.7
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Bachelor of Engineering, Department of Electrical Engineering, Tsinghua University
- Advanced Courses in Math and Physics (sub major)
- Recommend for direct admission (free of entrance exam)
- Overall GPA: 88.4/100 (3.71/4)
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2002.8-2005.7
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Experimental High School Attached to Beijing Normal University
- National Science Class directed by The Ministry of Education of China
- Eligible for enter any university in China without exam
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Publications
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2018
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Xiang Wang, Shaodi You, Huimin Ma and Xi Li, Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features, IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2018. [pdf]
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2017
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Yu Li, Shaodi You, Michael Brown and Robby T. Tan, Visibility Enhancement in Scattering Media Survey and Benchmark, Computer Vision and Image Understanding (CVIU), 2017. [pdf]
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2017
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Xiang Wang, Huimin Ma, Shaodi You and Xiaozhi Chen, Edge Preserving and Multi-Scale Contextual Neural Network for Salient Object Detection, IEEE Trans. on Image Processing (TIP). [pdf]
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2017
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Zhichen Zhao, Huimin Ma, Shaodi You, Single Image Action Recognition via Sermantic Part Actions, International Conference on Computer Vision, ICCV 2017. [pdf]
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2017
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Shijie Zhang, Lizhen Qu, Shaodi You, Zhenglu Yang and Jiawan Zhang, Automatic Generation of Grounded Visual Questions, International Joint Conference on Artificial Intelligence, IJCAI 2017. [pdf]
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2017
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Feng Lu, Lei He, Shaodi You, Zhixiang Hao, Identifying Surface BRDF from a Single 4D Light Field Image via Deep Neural Network, IEEE Journal on Selected Topics in Singal Processing, Accepted. [pdf]
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2017
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Diming Zhamg, Fei Xue, Hao Huang and Shaodi You, VBMq: Pursuit Baremetal Perf ormance by Embracing Block I/O Parallelism in Virtualization, Frontier of Computer Science. Accepted.
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2017
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Kaiyue Lu, Shaodi You, Nick Barnes, Double-Guided Filtering: Image Smoothing with Structure and Texture Guidance, The International Conference on Digital Image Computing: Techniques and Applications, DICTA 2017. Oral [pdf]
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2017
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David Feng, Shaodi You, Nick Barnes, HOSO: Histogram Of Surface Orientation for RGB-D Salient Object Detection. The International Conference on Digital Image Computing: Techniques and Applications, DICTA 2017. Best Paper. [pdf]
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2017
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Junxuan Li, Shaodi You, Antonio Robles-Kelly, Stereo Super-resolution via a Deep Convolutional Network. The International Conference on Digital Image Computing: Techniques and Applications, DICTA 2017. Oral [pdf]
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2017
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Bin Yue, Min Gui, Jiahui Guo, Zhenglu Yang, Jin-Mao Wei and Shaodi You, An Effective Framework for Question Answering over Freebase via Reconstructing Natural Sequences. WWW 2017.
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2017
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Kunming Li, Yu Li, Shaodi You and Nick Barnes, Photo-Realistic Simulation of Road Scene for Data-Driven Methods in Bad Weather, ICCV Workshop on Physics Based Vision meets Deep Learning, 2017. [pdf]
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2017
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Riku Shigematsu, David Feng, Shaodi You and Nick Barnes, Learning RGB-D Salient Object Detection using background enclosure, depth contrast, and top-down features, ICCV Workshop on Mutual Benefit of Cognitive and Computer Vision, 2017. [pdf]
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2017
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David Feng, Shaodi You and Nick Barnes, DSD: Depth Surface Descriptor for Structural Edge Detection, ICCV Workshop on Assistive Computer Vision and Robotics, 2017. [pdf]
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2017
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Changkun Ye, Huimin Ma, Xiaoqin Zhang, Kai Zhang and Shaodi You, Survival-Oriented Reinforcement Learning Model: An Effcient and Robust Deep Reinforcement Learning Algorithm for Autonomous Driving Problem, IAPR International Conference on Image and Graphics, ICIG2017.
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2016
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David Feng, Nick Barnes, Shaodi You and Chris McCarthy. Local Background Enclosure for RGB-D Salient Object Detection. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2016, Spotlight Presentation). [pdf] [webpage]
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2016
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Shaodi You, Think Locally, Fit Globally, Robust and Fast Surface Matching via Algebraic Surface Fitting, Neural Computing, Special Issue on Multimodal Vision, Elsevier 2016. Accepted, DOI 10.1016/j.neucom.2016.06.086. [pdf]
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2015
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Shaodi You, Robby T. Tan, Rei Kawakami, Yasuhiro Mukaigawa and Katsushi Ikeuchi, Adherent Raindrop Modeling, Detection and Removal in Video.
- Accepted for publication in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015
- [pdf] [webpage]
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2015
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Shaodi You, Detection and Removal of Raindrop Images in A Video Sequence and Their Applications to Computer Vision Algorithms
- Doctoral Thesis, The University of Tokyo, 2015.
- [pdf]
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2014
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Shaodi You, Robby T. Tan, Rei Kawakami, Yasuhiro Mukaigawa and Katsushi Ikeuchi, Raindrop Detection and Removal from Long Range Trajectory.
- 12th Asian Conference on Computer Vision (ACCV 2014 Oral), Nov. 3-5, 2014, Singapore
- [pdf] [webpage]
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2013
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Shaodi You, Robby T. Tan, Rei Kawakami and Katsushi Ikeuchi, Adherent Raindrop Detection and Removal in Video.
- IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2013), June 25-27, 2013, ortland, Oregon, USA
- [pdf] [webpage]
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2013
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Shaodi You, Robby T. Tan, Rei Kawakami and Katsushi Ikeuchi, Robust and Fast Motion Estimation for Video Completion.
- IAPR Machine Vision Applications (MVA 2013 Oral), May 20-23, 2013, Kyoto, Japan
- [pdf]
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2011
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Shaodi You and Huimin Ma, Manifold Topological Multi-Resolution Analysis Method.
- Pattern Recognition, Volume 44, Issue 8, August 2011, Pages 1629¨C1648
- [pdf]
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2009
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Shaodi You and Huimin Ma, Manifold Topological Multi-Resolution Analysis Method based on Spectral Analysis and Local Linearity.
- Bachelor Thesis, Tsinghua University, 2009
- Excellent Thesis Award
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2009
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Xiao Yu, Huimin Ma, Shaodi You and Ze Yuan, A solution for efficient viewpoint space partition in 3D object recognition.
- International Conference on Image and Graphic 2009 (ICIG2009 Oral), Xi'an, China
- [pdf]
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Patents
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Chinese Patent No. 201710799023.7
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Guoxing Ma, Yu Han, Jianing Sun, Yi Zhao, Fengyu Yang, Yueqin Gu and Shaodi You, “An Automatic Surveillance System for Bracket Safety Inspection in Construction Site.
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Chinese Patent No. 201610279988.9
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A System and A Method for Automatic Inspection of Protection Equipment and Operational Capability for Workers' Safety.
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Chinese Patent No. 201610489505.8
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An Automatic System and Methodology for Dust Pollution Monitoring in Construction Site using Image Captured by UAV.
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Awards and Honors
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2017.9
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Digital, National Facilities & Collections Awards 2017
Science Excellence: Vision processing for the Bionic Eye.
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2017.8
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iAWARDS 2017, Research and Development Project of the Year, National Merit Recipient: Vision Processing for Bionic Eye. Australia.
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2017.5
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iAWARDS 2017, Research and Development Project of the Year: Vision Processing for Bionic Eye. Australian Capital Territory. Australian Information Industry Association
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2017.5
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iAWARDS 2017, Consumer Markets:: Vision Processing for Bionic Eye. Australian Capital Territory. Australian Information Industry Association
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2013.4-2015.9
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Japanese Government (Monbunkagakusho: MEXT) Scholarship
- University referenced (Rank 1 among applicants)
- Allowance 5,328,000 JPY
- Full tuition fee coverage
- Research funding 3,000,000 JPY
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2013.4-2015.9
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Global Creative Leader, The University of Tokyo
- Research funding 2,200,000 JPY
- Allowance 4,500,000 JPY Granted (3,000,000 JPY withdrawed due to maximum income limit)
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2013.4-2016.3
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SCAT Scholarship
- Allowance 3,600,000 JPY Granted.
- Withdrawed due to maximum income limit
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2013.4-2014.3
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SEUT Doctoral Student Special Incentives Program
- Allowance 1,800,000 JPY Granted.
- Withdrawed due to maximum income limit
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2010.4-2013.3
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Panasonic Scholarship
- Allowance 6,120,000 JPY Granted. (900,000 JPY withdrawed due to early graduation)
- Full tuition fee coverage
- Six grants in China per year
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2009.7
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Excellent Thesis Paper, Tsinghua University
- Rank 1 / 90
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2008.10
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Scholarship for Academic Excellence(Class III), Tsinghua University
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2006.12
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Scholarship for Academic Excellence(Class II), Tsinghua University
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2005.6
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Honorable mention in 2004/2005 "First Step to Nobel Prize in Physics", Polish Academy of Science
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2004.9
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First Prize, Chinese Physics Olympic Contest (province-wide)
- Eligibility for direct college addmission without national standard exam.
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2004.9
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Second Prize, Chinese Chemistry Olympic Contest (province -wide)
- Eligibility for direct college addmission without national standard exam.
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2004.5
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First Prize, Chinese Biology Olympic Contest (province-wide)
- Eligibility for direct college addmission without national standard exam.
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2003.9
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Second Prize, Chinese Mathematics Olympic Contest (province-wide)
- Eligibility for direct college addmission without national standard exam.
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Skills
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Languages
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Chinese(native), English(proficient), Japanese(proficient), French(beginner)
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Artwork
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Comics creations
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Music
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Piano, Erhu(two-stringed Chinese violin)
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Activities
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2012.9
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Volunteer for local rebuilidng after 2011 Japan Earthquake
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2015.4-2015.9
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Volunteer for disaster relief in Tokyo
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2010.4-2015.9
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Chinese Student and Scholoar Association, The University of Tokyo
- 2011-present Manager of Tennis Circle
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2005.9-2008.9
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Red Cross Society of Tsinghua University
- 2007-2008 Manager of Department of Publicity
- Excellent member award in 2007
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2005.9-present
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Art Society of Tsinghua University
- 2007-2008 Leader of Comic Team
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