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Yue DENG (邓岳) Ph.D Candidate Department
of Automation, Tsinghua University Room
725, Central Main Building, Tsinghua University,
Beijing 100084, China Telephone: +86-10-6278-8613
ext 816 (o) Email: |
Greeting! I am a 4th year Ph.D candidate in BBNC Lab of Automation department, Tsinghua University (THU). Before joining THU, I received my bachelor degree
(with honor) on automatic control with a top GPA rank from Southeast University
(SEU),
Nanjing, P.R. China. In 2008, I was recommended to
directly work towards the Ph.D in THU exempted from
entrance examination. From Sep,
2010 to Sep, 2011, I served as a visiting scholar in the school of computer
science of Carnegie Mellon University (CMU). I am also a recipient of
the Microsoft fellowship in 2010.
My research interests cover the areas of machine
learning (ML), signal processing (SP) and computer vision (CV). The primary goal of my Ph.D work is about data-driven approaches for high
dimensional signal analysis and processing.
Work
hard, play harder!
Education
Background
·
Ph.D.
Sep. 2008 ~ July. 2013 (expected), Department of
Automation, Tsinghua University, Beijing,
China.
· B.E. Sep.
2004 ~ July 2008, School of Automation, Southeast University (SEU), Nanjing,
China.
(GPA: 90/100, Rank 1/160+)
Research
topics
- Data-driven
approaches for SAR image analysis and navigation (in progress)
- Probability
graphical models for temporal data analysis
- Signal
processing approaches for stereo vision
- Sparse
signal optimization and analysis
- Manifold
based computer vision
Publications
- Yue
Deng,
Qionghai Dai and Zengke
Zhang, “Graph laplace for partially occluded
face completion and recognition”, IEEE
Transactions on Image Processing, (IEEE TIP) vol.20(8), 2329–2338, 2011.
- Yue
Deng,
Qionghai Dai, Ruiping
Wang and Zengke Zhang,“Commute time guided transformation for feature
extraction”, to appear in
Computer Vision and Image Understanding (CVIU).
- Yue Deng,Yebin Liu,Qionghai
Dai, Zengke Zhang and Yao Wang, “Noisy depth
maps fusion for Multiview stereo via matrix
completion” submitted to IEEE
journal of selected topics in signal processing (IEEE J-STSP).
- Yue Deng,Risheng Liu,Qionghai Dai and
Zengke Zhang, “Reweighted scheme for
low-rank structure learning
via log-sum heuristic recovery” (arXiv:1012.1919 )
- Yue
Deng, Dong Li, Xudong Xie, Kin-man Lam, and
Qionghai Dai，“Partially
occluded face completion and recognition”, IEEE International conference on
Image Processing, 2009.
- Yue Deng, Qionghai Dai and Zengke Zhang，“Feature extraction using random walks”, The 1st IEEE Youth Conference on information, computing and telecom, 2009. (Oral)
Honors
and Awards
- Microsoft
Fellowship, 2010 [Program detail].
- Outstanding
award of Tsinghua-U.C. Berkeley Global
Technology Entrepreneurship (GTE) program, 2009.
- Best
bachelor paper award of Jiangsu Province, 2008.
- Outstanding
graduate student of Southeast University, SEU, 2008.
- First grade
prize of “Sony cup” electronic designing competition, Jiangsu Province,
2007.
- Honorable
mentioned (2nd grade prize) of USA mathematical modeling competition, USA,
2006.
- Rockwell
global scholarship awards, USA, 2006.
- First grade
prize of CASC scholarship, CASC, 2006.
Miscellaneous
GTE Program
- I have
taken and graduated from the Global Technology Entrepreneurship (GTE)
program of Tsinghua & U.C. Berkeley. Our team was honored as the
outstanding award by THU &UCB in the program competition.
Reviewer
- I served as
a reviewer for a number of journals including IEEE TIP, IEEE JSTSP, ACM
TOMMCAP, etc.
Skills
- Strong
problem solving skills.
- Programming
tools: proficient in C/C++, MATLAB.
- Effective
technical writing in English and fluent oral English.
Links
Broadband
Network and Digital Media Lab
Tsinghua University
My supervisor:
Last modified 09/12/2011.
