Shao-Lun Huang 黄绍伦


助理教授

E-mail : shaolun.huang@sz.tsinghua.edu.cn

Tel & Fax : (86)-755-36881019

Data Science and Information Technology Research Center
Tsinghua-Berkeley Shenzhen Institute
Email: twn2gold@gmail.com, Tel: 15914059195 (cell)
Web: http://www.tbsi.tsinghua.edu.cn/pi/54

Working Experience
Assistant professor, Tsinghua-Berkeley Shenzhen Institute, Sep. 2016 - present.
Postdoctoral researcher, National Taiwan University, Oct. 2013 - Aug. 2016.

Education
Ph.D. (2013) in electrical engineering, Massachusetts Institute of Technology, Cambridge, MA.
 Ph. D. thesis: The Euclidean Network Information Theory.
M.S. (2009) in electrical engineering, Massachusetts Institute of Technology, Cambridge, MA.
Master’s thesis: The Design of Binary Shaping Filter of Binary Code.
B.A. (2007) in electrical engineering, National Taiwan University, Taiwan.

Teaching Experience
Introduction to Probability Theory, Spring 2016
Seminar in Data Science and Information Technology, Fall 2016.
Teaching part of of the course \Principle of Communications", National Taiwan University (Fall 2013, Fall 2014)
Organized and planned a few lectures for optimal receiver/filter designing.
Teaching Assistant in \Introduction to EECS II: Digital Communication Systems",
Massachusetts Institute of Technology (Fall 2012)
 Organized and planned the interviews of the laboratories for 25 students.
Serving as the lecturer for part of a recitation section.


Internship
Summer internship as a full-time engineer at Sharp Laboratories of America, 2012.
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Participating the project: LTE Device-to-device (D2D) Discovery.

Awards and Honors
National Taiwan University Presidential Award, 2008.
International Mathematical Olympiad, Gold Medal (Tokyo, Japan), 2003.
International Mathematical Olympiad, Silver Medal (Glasgow, United Kingdom), 2002.

Fellowships
Irwin Mark Jacobs and Joan Klein Jacobs Presidential Fellowship, 2008.

Research Interests
Big data analytics and machine learning.
Information theory, error correcting codes, source coding.
Communication theory, communication system and network design.
Social network theory and the applications to Internet systems.

Publications
Journal Papers
-Shao-Lun Huang, Anuran Makur, Lizhong Zheng, Gregory W. Wornell, \An Information-centric Algorithm Towards Efficient Information Decomposition and Feature Extraction," Submitted to IEEE transactions on Information Theory 2017.
-Shao-Lun Huang, Lizhong Zheng, \Linear Information Coupling Problems," Submitted to IEEE transactions on Information Theory 2016.
Kwang-Cheng Chen, Shao-Lun Huang, Lizhong Zheng, H. Vincent Poor, \Communication Theoretic Data Analytics," IEEE Journal on Selected Areas in Communications, vol. 33, no. 4, pp. 663-675, April 2015.
-Shao-Lun Huang, Changho Suh, Lizhong Zheng, \Euclidean Information Theory of Networks," IEEE transactions on Information Theory, vol. 61, pp. 6795-6814, Dec. 2015.
Emmanuel Abbe, Shao-Lun Huang, Emre Telatar, \Proof of the outage probability conjecture for MISO channels," IEEE transactions on Information Theory, vol. 59, pp. 2596-2602, May 2013.
Conference Papers
-Shao-Lun Huang, Anuran Makur, Lizhong Zheng, Gregory W. Wornell, \An Information-Theoretic Approach to Universal Feature Selection in High-Dimensional Inference," IEEE International Symposium on Information Theory, June, 2017.
-I-Hsiang Wang, Shao-Lun Huang, Kuan-Yun Lee, \Extracting Sparse Data via Histogram Queries," Allerton Annual Conference on Communication, Control and Computing, October 2016.
-I-Hsiang Wang, Shao-Lun Huang, Kuan-Yun Lee, \Data Extraction via Histogram and Arithmetic Mean Queries: Fundamental Limits and Algorithms," IEEE International Symposium on Information Theory, June, 2016.
-Anuran Makur, Fabi´an Kozynski, Shao-Lun Huang, Lizhong Zheng, \Parallel ACE Algorithm: An Efficient Algorithm to Extract Non-Linear Features from High Dimensional Data," Allerton Annual Conference on Communication, Control and Computing, October 2015.
-Shao-Lun Huang, Lizhong Zheng, \A Spectrum Decomposition to the Feature Spaces and the Application to Big Data Analytics," IEEE International Symposium on Information Theory, June, 2015.
-Ali Makhdoumi, Shao-Lun Huang, Yury Polyanskiy, Muriel Medard, \On Locally Decodable Source Coding," IEEE International Conference on Communications, June, 2015.
-Shao-Lun Huang, Kwang-Cheng Chen, \Information Cascades in Social Networks via Dynamic System Analyses," IEEE International Conference on Communications, June, 2015.
-Shao-Lun Huang, Anuran Makur, Fabi´an Kozynski, and Lizhong Zheng, \Efficient Statistics: Extracting Information from IID Observations," Allerton Annual Conference on Communication, Control and Computing, Oct., 2014.
-Kang-Hao, Peng, K-C Chen, Shao-Lun Huang, \Green Traffic Compression in Wireless Sensor Networks," IEEE 79th Vehicular Technology Conference, May, 2014.
-Shao-Lun Huang, Changho Suh, Lizhong Zheng, \Euclidean Information Theory of Networks," IEEE International Symposium on Information Theory, July, 2013.
-Shao-Lun Huang, Lizhong Zheng, \Linear Information Coupling Problems," IEEE International Symposium on Information Theory, July, 2012.
-Emmanuel Abbe, Shao-Lun Huang, Emre Telatar, \Proof of the outage probability conjecture for MISO channels," IEEE Information Theory Workshop, Sep., 2012.
-Shao-Lun Huang, Yufei Blankenship, and Lizhong Zheng, \The design of binary shaping filter of binary code," IEEE Wireless Communications, Networking and Information Security, pp. 228-232, June, 2010.