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Hyun-Chul Kim Curriculum Vitae Hyun-chul Kim Curriculum vitae Contact Dept. of Software Information Sangmyung University Office: +82-41-550-5403 31, Sangmyung Univ. Road, Dongnam-gu E-mail: [email protected] Cheonan, South Korea (ZIP code: 31066) http://mmlab.snu.ac.kr/∼hkim Research Interests Large-Scale Socio-Economic Data Science and System Engineering; Collective behav- ior of human beings and software/bots; online socio-economic networks; revealing and leveraging human factors, social or socio-economic factors, and man-made artificial factors in data science (and for system engineering); Explainable AI and man-made artificial factors; challenges and opportunities with AI-enabled systems and digital fi- nancial services (crowdfunding, ICO, and Microfinance); revealing real implications and contributions (and debunking myths) of deep learning algorithms on the Internet and socio-economic system science and engineering Education KAIST, Daejeon, South Korea Ph.D., Computer Science, February 2005 (Adviser: Prof. Kilnam Chon) M.S., Computer Science (Adviser: Prof. Kilnam Chon) B.S., Computer Science Work Experience Sangmyung University, Cheonan, South Korea Associate Professor at Software March 2018 to present Assistant Professor at CSE March 2012 to February 2018 Seoul National University, Seoul, South Korea BK Assistant Professor at CSE March 2008 to Febrary 2012 Center for Applied Internet Data Analysis (CAIDA), UC San Diego, CA Postdoctoral Visiting Scholar January 2006 to December 2007 KAIST, Daejeon, South Korea Postdoctoral Researcher March 2005 to December 2005 Conference 1. Taejoong Chung, Jinyoung Han, Daejin Choi, Ted \Taekyoung"' Kwon, Jong-youn Rha, Publications and Hyun-chul Kim. Privacy Leakage in Event-based Social Networks: A Meetup Case Study. In Proceedings of the ACM Conference on Computer-Supported Cooper- ative Work and Social Computing (CSCW), Nov. 2018. (acceptance ratio = 27.3%) 2*.* 1 Seunghun Lee, Kanghee Lee, and Hyun-chul Kim. Content-based Success Prediction of Crowdfunding Campaigns: A Deep Learning Approach. In Proceedings of the ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW), Nov. 2018. (4 pg. poster) 3*. Wafa Shafqat, Seughun Lee, and Hyun-chul Kim. The Language of Deceivers: Linguistic Features of Crowdfunding Scams. In Proceedings of the WWW, Apr. 2016. (2 pg. poster) 4. Jinyoung Han, Daejin Choi, Byung-Gon Chun, Ted \Taekyoung"' Kwon, Hyun-chul Kim, and Yanghee Choi. Collecting, Organizing, and Sharing Pins in Pinterest: Interest-driven or Social-Driven? In Proceedings of the ACM SIGMETRICS, Jun. 2014. (acceptance ratio = 16.8%) 1\*": as a (co-)corresponding or contact author. 1 of 9 5*. Akmal Khan, Hyun-chul Kim, Ted \Taekyoung"' Kwon, and Yanghee Choi. AS-level Topology Collection through Looking Glass Servers. In Proceedings of the ACM Inter- net Measurement Conference, co-sponsored by ACM SIGCOMM and SIGMETRICS and in cooperation with USENIX, Oct. 2013. (short paper, accepance ratio = 19.8% (overall short+long paper acceptance ratio = 23.6%)) 6. Algenlos Marnerides, Dimitrios Pezaros, Hyun-chul kim, and David Hutchison. Internet Traffic Classification using Energy Time-Frequency Distributions. In Proceedings of the IEEE International Conference on Communications (ICC), Jun. 2013. 7*. Jinyoung Han, Seungbae Kim, Taejoong Chung, Ted \Taekyoung"' Kwon, Hyun-chul Kim, and Yanghee Choi. Bundling Practice in Bittorrent: What, How, and Why. In Proceedings of the ACM SIGMETRICS, Jun. 2012. (acceptance ratio = 15.3%) 8. Seungbae Kim, Jinyoung Han, Taejoong Chung, Hyun-chul Kim, Ted \Taekyoung"' Kwon, and Yanghee Choi. Content Publishing and Downloading Practice in BitTor- rent. In Proceedings of the IFIP NETWORKING, May. 2012. 9. Alberto Dainotti, Antonio Pescape, and Hyun-chul Kim. Traffic Classification through Joint Distributions of Packet-level Statistics. In Proceedings of the IEEE Global Com- munications Conference (GLOBECOM), Dec. 2011. 10*. Kyungmoon Woo, Hyukmin Kwon, Hyun-chul Kim, Chong-kwon Kim, and Huy Kang Kim. What Can Free Money Tell Us on the Virtual Black Market? In Proceedings of the ACM SIGCOMM, Aug. 2011. (2pg. extended abstract) 11*. Seokshin Son, Ah Reum Kang, Hyun-chul Kim, Ted \Taekyoung" Kwon, Juyong Park, and Huy Kang Kim. Multi-relational Social Networks in a Large-scale MMORPG. In Proceedings of the ACM SIGCOMM, Aug. 2011. (2pg. extended abstract) 12*. Jinyoung Han, Taejoong Chung, Seungbae Kim, Ted \Taekyoung" Kwon, Hyun-chul Kim, and Yanghee Choi. How Prevalent is Content Bundling in BitTorrent? In Proceedings of the ACM SIGMETRICS, Jun. 2011. (2pg. extended abstract) 13*. Xiaofei Wang, Seungbae Kim, Ted \Taekyoung" Kwon, Hyun-chul Kim, and Yanghee Choi. Unveiling the BitTorrent Performance via the Mobile WiMAX Networks. In Proceedings of the Passive and Active Measurement Conference (PAM), Mar. 2011. 14*. Yeon-sup Lim, Hyun-chul Kim, Jiwoong Jeong, Chong-kwon Kim, Ted \Taekyoung" Kwon, and Yanghee Choi. Internet Traffic Classification Demystified: On the Three Sources of the Discriminative Power. In Proceedings of the ACM SIGCOMM Confer- ence on emerging Networking EXperiments and Technologies (CoNEXT), Dec. 2010. 15*. Seungbae Kim, Xiaofei Wang, Hyun-chul Kim, Ted \Taekyoung" Kwon, and Yanghee Choi. Measurement and Analysis of BitTorrent Traffic in Mobile WiMAX Networks. In Proceedings of the IEEE Conference on Peer-to-Peer Computing, Aug. 2010. (4pg. short paper) 16*. Akmal Khan, Hyun-chul Kim, Ted \Taekyoung" Kwon, and Yanghee Choi. Public Internet Routing Registries (IRR) Evolution. In Proceedings of the International Conference on Future Internet Technologies (CFI), in cooperation with ACM, Jun. 2010. 17. Diko Ko, Kideok Cho, Munyoung Lee, Hyun-chul Kim, Ted \Taekyoung" Kwon, and Yanghee Choi. Decentralized and Autonomous Content Overlay Networking (DA- CON) with WiFi Access Points. In Proceedings of the International Conference on Future Internet Technologies (CFI), in cooperation with ACM, Jun. 2010. 2 of 9 18*. Sylvain Hilaire, Hyun-chul Kim, Chong-kwon Kim. How to deal with bot scum in MMORPGs? In Proceedings of the IEEE Communications Quality and Reliabil- ity (CQR) Workshop, Jun. 2010. 19*. Jinyoung Han, Taejoong Chung, Hyun-chul Kim, Ted \Taekyoung" Kwon, and Yanghee Choi. Systematic Support for Content Bundling in BitTorrent Swarming. In Proceed- ings of the IEEE Conference on Computer Communications (INFOCOM) Student Workshop, Mar. 2010. (2pg. extended abstract) 20*. Xiaofei Wang, Hyun-chul Kim, Ted \Taekyoung" Kwon, and Yanghee Choi. Measure- ment and Analysis of World of Warcraft in Mobile WiMAX Networks. In Proceed- ings of the ACM/IEEE International Workshop on Network and Systems Support for Games (NetGames), Nov. 2009. 21. Jaeyoung Choi, Jinyoung Han, Eunsang Cho, Hyun-chul Kim, Ted \Taekyoung" Kwon, and Yanghee Choi. Performance Comparison of Content-Oriented Networking Al- ternatives: A Tree versus a Distributed Hash Table. In Proceedings of the IEEE Conference on Local Computer Networks (LCN), Oct. 2009. 22. Akmal Khan, Ted \Taekyoung"' Kwon, and Hyun-chul Kim. Probabilistic IP Prefix Authentication (PIPA) for Prefix Hijacking In Proceedings of the International Con- ference on Future Internet Technologies (CFI), in cooperation with ACM, Jun. 2009. 23. Marios Iliofotou, Hyun-chul Kim, Michalis Faloutsos, Michael Mitzenmacher, Prashanth Pappu, and George Varghese. Graph-based P2P Traffic Classification at the Internet Backbone. In Proceedings of the IEEE INFOCOM Workshop on Global Internet, Apr. 2009. 24. Angelos K. Marnerides, Dimitrios P. Pezaros, Hyun-chul Kim, and David Hutchison. Unsupervised Two-Class Multi-Class Support Vector Machines for Abnormal Traffic Characterization. In Proceedings of the Passive and Active Measurement Confer- ence (PAM) Student Workshop, Apr. 2009. 25. Xiaofei Wang, Hua Cai, Hyun-chul Kim, Taekyoung Kwon, Yanghee Choi, Sunghyun Choi. Can We Enjoy Internet Online Game accessed via the WiBro/IEEE802.16e Network? In Proceedings of the Passive and Active Measurement Conference (PAM) Student Workshop, Apr. 2009. 26. Hyun-chul Kim, kc claffy, Marina Fomenkov, Dhiman Barman, Michalis Faloutsos, and KiYoung Lee. Internet Traffic Classification Demystified: Myths, Caveats, and the Best Practices. In Proceedings of the ACM SIGCOMM Conference on emerging Net- working EXperiments and Technologies (CoNEXT), Dec. 2008. 27. Hyun-chul Kim, Marina Fomenkov, Nevil Brownlee, kc claffy, Dhiman Barman, and Michalis Faloutsos. Comparison of Internet Traffic Classification Tools. In Proceed- ings of the Internet Research Task Force (IRTF) Internet Measurement Research Group (IMRG) Workshop on Application Classification and Identification (WACI), Oct. 2007. 28. Hyungjune Yim, Hyun-chul Kim, and Kilnam Chon. Multimedia traffic load distri- bution in Massively Multiplayer Online Games. In Proceedings of the International Conference on Information Networking (ICOIN), Jan. 2006. 29. Hyun-chul Kim, Dongman Lee, Joonbok Lee, Jay Jungwon Suh, and Kilnam Chon. A Measurement Study of Storage Resource and Multimedia Contents on a High Perfor- mance Research and Education Network. In Proceedings of the IEEE International Conference on High Speed Networks and Multimedia Communications (HSNMC), Jul. 2003. 3 of 9 30. Joonbok Lee, Hyun-chul Kim, and Kilnam Chon. A Peer-to-peer supported Cache System for FTP. In Proceedings of the Advanced Network Conference, Aug. 2003. 31. Hong-kee Sul, Hyun-chul Kim, and Kilnam Chon. A Hybrid Pagoda Broadcasting Protocol: Fixed-Delay Pagoda Broadcasting Protocol with Partial Preloading. In Proceedings of the IEEE International Conference
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