Refereed Conference Papers

Refereed Conference Papers (N=40+) (* equal contribution)

  1. Kwon S, Park S, Lee GM, Lee D (2021) “Learning Faces to Predict Matching Probability in an Online Dating Market”, In Workshop on Information Technologies and Systems (WITS 2021).
  2. Park J, Aziz A, Lee GM (2021) “Do Incentivized Reviews Poison the Well? Evidence from a Natural Experiment at Amazon.com”, In Workshop on Information Systems and Economics (WISE 2021), Austin, Texas.
  3. Kwon S, Park S, Lee GM, Lee D (2021) “Learning Faces to Predict Matching Probability in an Online Dating Market”, In KrAIS Research Workshop (KrAIS 2021), Austin, Texas.
  4. Park J, Aziz A, Lee GM (2021) “Do Incentivized Reviews Poison the Well? Evidence from a Natural Experiment at Amazon.com”, In KrAIS Research Workshop (KrAIS 2021), Austin, Texas.
  5. Lee M, Lee GM, Cavusoglu H, Seidel MDL (2021) “Structural Hole-based Measures of Firm-level Competition and Strategic Positioning,” In KrAIS Research Workshop (KrAIS 2021), Austin, Texas.
  6. Kwon S, Park S, Lee GM, Lee D (2021) “Learning Faces to Predict Matching Probability in an Online Dating Market”, In 2021 Conference on Artificial Intelligence, Machine Learning, and Business Analytics, online.
  7. Kwon S, Park S, Lee GM, Lee D (2021) “Learning Faces to Predict Matching Probability in an Online Dating Market”, In INFORMS Workshop on Data Science (DS 2021), online.
  8. Cao R, Lee GM, Cavusoglu H (2021) “Corporate Social Network Analysis: A Deep Learning Approach,” In INFORMS Workshop on Data Science (DS 2021), online.
  9. Lee M, Lee GM, Cavusoglu H, Seidel MDL (2021) “Structural Hole-based Measures of Firm-level Competition and Strategic Positioning,” In INFORMS Workshop on Data Science (DS 2021), online.
  10. Schulte-Althoff M, Furstenau D, Lee GM (2021) “A Scaling Perspective in AI Startups”, In Proceedings of Hawaii International Conference on System Sciences (HICSS 2021), online.
  11. Lee M, Lee GM, Shin D, Han SP (2020) “Robots Serve Humans: Does AI Robot Adoption Enhance Operational Efficiency and Customer Experience?” In KrAIS Research Workshop (KrAIS 2020), online.
  12. Cao R, Lee GM, Cavusoglu H (2020) “Corporate Social Network Analysis: A Deep Learning Approach,” In Workshop on Information Technologies and Systems (WITS 2020), online.
  13. Park S, Lee GM, Shin D, Han SP (2020) “Targeting Pre-Roll Ads using Video Analytics,” In Workshop on Information Technologies and Systems (WITS 2020), online.
  14. Lee M, Lee GM, Shin D, Han SP (2020) “Robots Serve Humans: Does AI Robot Adoption Enhance Operational Efficiency and Customer Experience?” In Workshop on Information Technologies and Systems (WITS 2020), online.
  15. Park S, Lee GM, Shin D, Han SP (2020) “Gone in 5 Seconds: Targeting Skippable Pre-Roll Ads to Relevant Videos and Audience using Video Analytics with Deep Learning,” In Winter Conference on Business Analytics (WCBA 2020), Snowbird, Utah. (canceled due to COVID-19)
  16. Schulte-Althoff M, Schewina K, Lee GM, Furstenau D (2020) On the Heterogeneity of Digital Infrastructure in Entrepreneurial Ecosystems,” In Proceedings of Hawaii International Conference on System Sciences (HICSS 2020), Maui, Hawaii.
  17. Song V, Cavusoglu H, Lee GM, Ma LZ (2020) “IT Risk Factor Disclosure and Stock Price Crashes,” In Proceedings of Hawaii International Conference on System Sciences (HICSS 2020), Maui, Hawaii.
  18. Zhuang Y, Choi YS, He S, Leung ACM, Lee GM, Whinston AB,  (2020) “Information Disclosure and Security Vulnerability Awareness: A Large-Scale Randomized Field Experiment in Pan-Asia,” In Proceedings of Hawaii International Conference on System Sciences (HICSS 2020), Maui, Hawaii.
  19. Lee M, Lee GM, Cavusoglu H, Seidel MDL (2019) “Opportunity Structures: Tensions in Strategic Posture Identification and Positioning of IPOs,” In INFORMS Conference on Information Systems and Technology (CIST 2019), Seattle, Washington.
  20. Choi YS, Choi JH, Lee GM, Whinston AB (2018) “Bringing Managed Security Services to Internet Service Providers: A Game-Theoretic Analysis,” In KrAIS Research Workshop (KrAIS 2017), Seoul, Korea. Best Paper Award.
  21. Choi YS, He S, Lee GM, Leung ACM, Whinston AB, Zhuang Y (2017) “A Pan-Asian Field Experiment of Organizational Awareness to Information Security and Preparedness against Cybercrime,” In Workshop on Information Technologies and Systems (WITS 2017), Seoul, Korea. Best Work-in-Progress Runner-Up Award.
  22. Lee GM, Nigam Y, Kapoor D, Seo J (2017) “SEC Filings Text Analytics for U.S. Industry Intelligence: A Preliminary Report,” In Workshop on Information Technologies and Systems (WITS 2017), Seoul, Korea.
  23. Choi YS, Choi JH, Lee GM, Whinston AB (2017) “Bringing Cybersecurity and Managed Security Services to ISPs: A Game-Theoretic Analysis,” In INFORMS Conference on Information Systems and Technology (CIST 2017), Houston, Texas.
  24. Kwark Y*, Lee GM*, Pavlou PA*, Qiu L* (2016) “The Spillover Effects of User-Generated Online Product Reviews on Purchases: Evidence from Clickstream Data,” In Proceedings of International Conference on Information Systems (ICIS 2016), Dublin, Ireland.
  25. Shin D, He S, Lee GM, Whinston AB (2016) “Analyzing Content and Customer Engagement in Social Media with Deep Learning,” In INFORMS Conference on Information Systems and Technology (CIST 2016), Nashville, Tennessee.
  26. Lee GM, Qiu L, Whinston AB (2016) “Strategic Network Formation in a Location-Based Social Network: A Topic Modeling Approach,” In Proceedings of Hawaii International Conference on System Sciences (HICSS 2016), Kauai, Hawaii. Nominated for Best Paper Award.
  27. Shin D, He S, Lee GM, Whinston AB (2015) “Sharing Behavior in Online Social Media: An Empirical Analysis with Deep Learning,” In Proceedings of Workshop on E-Business (WEB 2015), Fort Worth, Texas.
  28. He S, Lee GM, Quarterman JS, Whinston AB (2015) “Cybersecurity Policies Design and Evaluation: Evidence from a Large-Scale Randomized Field Experiment,” In Workshop on Economics of Information Security (WEIS 2015), Delft, The Netherlands.
  29. Miskovic S, Lee GM, Liao Y, Baldi M (2015) “AppPrint: Automatic Fingerprinting of Mobile Applications in Network Traffic”, In Proceedings of Passive and Active Measurement Conference (PAM 2015), New York, New York. [Details]
  30. Lee GM, Qiu L, Whinston AB (2014) “Strategic Network Formation in a Location-Based Social Network: A Topic Modeling Approach,” In Workshop on Information Systems and Economics (WISE 2014), Auckland. New Zealand.
  31. Lee GM, Qiu L, Whinston AB (2014) “Strategic Network Formation in a Location-Based Social Network: A Topic Modeling Approach,” In Workshop on Information Technologies and Systems (WITS 2014), Auckland. New Zealand.
  32. Lee GM, Lee J, Whinston AB (2014) “Matching Mobile Applications for Cross Promotion,” In Proceedings of Workshop on E-Business (WEB 2014), Auckland. New Zealand.
  33. He S, Lee GM, Whinston AB (2014) “Estimating the Treatment Effect of Spam Information Disclosure on Organizations: A Field Experiment,” In INFORMS Conference on Information Systems and Technology (CIST 2014), San Francisco, California.
  34. Shi Z, Lee GM, Whinston AB (2014) “Towards a Better Measure of Business Proximity: Topic Modeling for Analyzing M&As”, In Proceedings of ACM Conference on Economics and Computation (ACM EC 2014), Stanford, California.
  35. Lee GMRallapalli SDong WChen Y-CQiu LZhang Y (2013) “Mobile Video Delivery via Human Movement”, In Proceedings of the IEEE Conference on Sensor, Mesh, and Ad Hoc Communications and Networks (IEEE SECON 2013), New Orleans, Louisiana. [Details]
  36. Chen Y-CLee GM, Duffield N., Qiu LWang J (2013) “Event Detection using Customer Care Calls”, In Proceedings of the IEEE International Conference on Computer Communications (IEEE INFOCOM 2013), Turin, Italy. [Details]
  37. Rallapalli S, Dong W, Lee GM, Chen YC, Qiu L (2013) “Analysis and Applications of Smartphone User Mobility”, In Proceedings of the International Workshop on Network Science for Communication Networks (NetSciCom 2013), Turin, Italy. [Details]
  38. Quarterman JS, Linden L, Tang Q, Lee GM, Whinston AB (2013) “Spam and Botnet Reputation Randomized Control Trials and Policy”, In Research Conference on Communications, Information, and Internet Policy (TPRC 2013), Arlington, Virginia.
  39. Lee GM (2012) “Modeling Human Mobility using Location-Based Social Networks”, In US-Korea Conference on Science, Technology, & Entrepreneurship (UKC 2012), Los Angeles, California. [slides]
  40. Lee GMChoi T (2008) “Improving the Interaction between Overlay Routing and Traffic Engineering”, In Proceedings of IFIP Networking Conference (Networking 2008), Singapore. [Details]
  41. Lee GMLiu HYoon YZhang Y (2005) “Improving Sketch Reconstruction Accuracy Using Linear Least Square Method”, In Proceedings of Internet Measurement Conference (ACM IMC 2005), Berkeley, California. [Details]