BIOGRAPHY
I am currently a fourth-year Ph.D candidate in the Department of Computer Science and Engineering at Shanghai Jiao Tong University. I work in Advanced Network Lab under the supervision of Prof. Fan Wu, and Prof. Guihai Chen. I received my Bachelor degree of Computer Science and Engineering from Shanghai Jiao Tong University, in 2014. Right now, I am visiting the Data Mining and Machine Learning (DMML) lab in Arizona State University, mentored by Prof. Huan Liu (IEEE Fellow).
My research interests include: machine learning, data mining, mobile computing, wireless networking, and mechanism design.
NEWS
- Mar. 2018: One paper is accepted to IEEE SECON'18
- Feb. 2018: Please visit my new website: https://sites.google.com/site/yangshuo9999
- Nov. 2017: One paper is accepted to IEEE INFOCOM'18
- Oct. 2017: Awarded CSC-IBM Scholarship
- Sept. 2017: Awarded Google Ph.D. Fellowship
- July 2017: One paper is accepted to IEEE Globecom'17
- Apr. 2017: One paper is accepted to IEEE/ACM IWQoS'17
- Jan. 2017: One paper is accepted by IEEE JSAC
- Dec. 2016: Attend Globecom'16, Washington D.C.
- July 2016: Two papers are accepted by IEEE Globecom'16
- May 2016: One paper is accepted by IEEE/ACM IWQoS'16
- Mar. 2016: Website released
PUBLICATIONS
- Shuo Yang, Kunyan Han, Fan Wu, and Guihai Chen, On Designing Quality-Aware Steering Algorithms for Large-Scale Mobile Crowdsensing, to appear in 2018 IEEE International Conference on Sensing, Communications, and Networking (SECON 2018).
- Shuo Yang, Kunyan Han, Zhenzhe Zheng, Shaojie Tang, and Fan Wu, Towards Personalized Task Matching in Mobile Crowdsensing via Fine-Grained User Profiling, to appear in 2018 IEEE International Conference on Computer Communications (INFOCOM 2018).
- Shuo Yang, Xiaotian Qi, Fan Wu, Xiaofeng Gao, and Guihai Chen, Bandit User Selection Algorithm for Budgeted and Time-Limited Mobile Crowdsensing, In Proceedings of the 2017 IEEE Global Communications Conference (GLOBECOM 2017).
- Yatong Chen, Huangxun Chen, Shuo Yang, Xiaofeng Gao, and Fan Wu, Jump-Start Crowdsensing: A Three-Layer Incentive Framework for Mobile Crowdsensing, IEEE/ACM 25th International Symposium on Quality of Service (IWQoS), Vilanova i la Geltru, Spain, June 14-16, 2017.
- Shuo Yang, Fan Wu, Shaojie Tang, Xiaofeng Gao, Bo Yang, and Guihai Chen, On Designing Data Quality-Aware Truth Estimation and Surplus Sharing Method for Mobile Crowdsensing, IEEE Journal on Selected Areas in Communications (JSAC), vol. 35, no. 4, pp. 832-847, 2017.
- Shuo Yang, Ruiwen Zhao, Fan Wu, Xiaofeng Gao, Shaojie Tang, and Guihai Chen, Revenue Maximization and Contract Enforcement through Representative Bidding in Ad Auctions, In Proceedings of the 2016 IEEE Global Communications Conference (GLOBECOM 2016), Washington D.C., USA, December 4-8, 2016
- Jiapeng Xie, Shuo Yang, Fan Wu, Xiaofeng Gao, and Guihai Chen, A Strategy-Proof and Budget Feasible Online Mechanism for Crowdsensing with Time-Discounting Values, In Proceedings of the 2016 IEEE Global Communications Conference (GLOBECOM 2016), Washington D.C., USA, December 4-8, 2016
- Shuo Yang, Fan Wu, Shaojie Tang, Tie Luo, Xiaofeng Gao, Linghe Kong, and Guihai Chen, Selecting Most Informative Contributors with Unknown Costs for Budgeted Crowdsensing, IEEE/ACM International Symposium on Quality of Service (IWQoS 2016), Beijing, China, June 20-21, 2016.
- Shuo Yang, Fan Wu, Shaojie Tang, Xiaofeng Gao, Bo Yang and Guihai Chen, Good Work Deserves Good Pay: A Quality-Based Surplus Sharing Method for Participatory Sensing, The 44th International Conference on Parallel Processing (ICPP 2015), Beijing, PRC, September 1-4, 2015.
- Dan Peng, Shuo Yang, Fan Wu, Guihai Chen, Shaojie Tang, and Tie Luo, Resisting Three-Dimensional Manipulations in Distributed Wireless Spectrum Auctions, in Proceedings of the 34th IEEE International Conference on Computer Communications (INFOCOM 2015), Hong Kong, Apr. 26-May. 1, 2015.
AWARDS
- CSC-IBM Scholarship (RMB 6,000)
- Google Ph.D. Fellowship 2017 ($10,000)
- Outstanding Doctoral Student by Yang Yuanqing Education Fund (RMB 36,000)
- Zhaozhumulan Ph.D. Scholarship (RMB 9,000)
CONTACT
- Office: Shanghai Jiao Tong University, No. 800 Dongchuan Road, Shanghai 200240, P.R. China
- Email: yangshuo9999 [at] gmail [dot] com
USEFUL LINKS
Machine Learning
Deep learning papers reading roadmap: https://github.com/songrotek/Deep-Learning-Papers-Reading-Roadmap
DarkForest, the Facebook Go engine: https://github.com/facebookresearch/darkforestGo
Machine learning datasets: https://en.wikipedia.org/wiki/List_of_datasets_for_machine_learning_research
Writing
- Netspeak - Search For Words: http://www.netspeak.org/
- Linggle - Language Reference Search Engines: http://linggle.com/#
- Acronymify! - Automatically generate fun acronyms for you project: http://acronymify.com/
Reading
- Best papesr of many top conferences: http://jeffhuang.com/best_paper_awards.html
- Classical papers by topic: http://rboutaba.cs.uwaterloo.ca/Courses/CS856-F15/readinglist.html
Miscellaneous
- Library Genesis: http://gen.lib.rus.ec/
- Electronic Library: http://en.bookfi.org/
- Free online world cloud generator: http://www.wordclouds.com/
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