Publications

Selected Publications (Full List in DBLP) (*: corresponding author)

[Journal] Junseon Kim, Byonghyo Shim, and Kyunghan Lee*, "Towards Enabling Performance-Guaranteed Networking in Next-Generation Cellular Networks," IEEE Communications Magazine (IF: 9.03), accepted for publication, 2022. [paper]

[Conference] Insoo Lee, Seyeon Kim, Sandesh Dhawaskar Sathyanarayana, Kyungmin Bin, Song Chong, Kyunghan Lee*, Dirk Grunwald, Sangtae Ha*, "R-FEC: RL-based FEC Adjustment for better QoE in WebRTC," in ACM Multimedia (Acceptance Rate: 27.5%=690/2473), Lisbon, Portugal, 2022. [paper]

[Conference] Jongseok Park, Kyungmin Bin, and Kyunghan Lee*, "mGEMM: Low Latency Convolution with Minimal Memory Overhead Optimized for Mobile Devices," in ACM MobiSys (Acceptance Rate: 21.6%=38/176), Oregon, PO, 2022. [paper]

[Conference] Wonjun Hwang, Yoora Kim, and Kyunghan Lee*, "Augmenting Epidemic Models with Graph Neural Networks," in ACM SIGMETRICS (Poster track, 3p), Mumbai, India, 2022. [paper]

[Invited] Een-Kee Hong, Inkyu Lee, Byonghyo Shim, Young-Chai Ko, Sang-Hyo Kim, Sangheon Pack, Kyunghan Lee, Sunwoo Kim, Jae-Hyun Kim, Yoan Shin, Younghan Kim, and Haejoon Jung, "6G R&D Vision: Requirements and Candidate Technologies," Journal of Communications and Networks (IF: 3.240), accepted for publication, 2022. [paper]

[Invited] Seyeon Kim, Kyungmin Bin, Sangtae Ha, Kyunghan Lee*, and Song Chong, "zTT: Learning-based DVFS with Zero Thermal Throttling for Mobile Devices," ACM GetMobile, vol. 25, no.4, pp.30-34, Mar. 2022. [paper]

[Journal] Sungyong Lee, Jinsung Lee, and Kyunghan Lee*, "DeepVehicleSense: An Energy-efficient Transportation Mode Recognition Leveraging Staged Deep Learning over Sound Samples," IEEE Transactions on Mobile Computing (IF: 5.577), accepted for publication, 2022. [paper]

[Conference] Insoo Lee, Jinsung Lee, Kyunghan Lee, Dirk Grunwald, and Sangtae Ha, "Demystifying Commercial Video Conferencing Applications," in ACM Multimedia (Acceptance Rate: 27.9%=542/1942), Chengdu, China, 2021. [paper]

[Conference] [BEST PAPER AWARD] Seyeon Kim, Kyungmin Bin, Sangtae Ha, Kyunghan Lee*, and Song Chong, "zTT: Learning-based DVFS with Zero Thermal Throttling for Mobile Devices," in ACM MobiSys (Acceptance Rate: 21.7%=36/166), Milky way, Mars, 2021. [paper][video]

[Conference] Junseon Kim, Youngbin Im, and Kyunghan Lee*, "ECLAT: An ECN Marking System for Latency Guarantee in Cellular Networks," in IEEE INFOCOM (Acceptance Rate: 19.9%=252/1266), Vancouver, Canada, 2021. [paper]

[Journal] Jason Schnitzer, Prasanth Prahladan, Parisa Rahimzadeh, Chad Humble, Jinsung Lee*, Jihoon Lee, Kyunghan Lee, and Sangtae Ha, "Towards Programmable DOCSIS 4.0 Networks: Adaptive Modulation in OFDM Channels," IEEE Transactions on Network and Service Management (IF: 3.878), vol. 18, no. 1, pp. 441-455, Mar. 2021. [paper]

[Journal] Wooseung Nam, Joohyun Lee, Ness B. Shroff, and Kyunghan Lee*, "An Inter-data Encoding Technique that Exploits Synchronized Data for Network Applications," IEEE Transactions on Mobile Computing (IF: 5.112), vol. 20, no. 1, pp. 75-92, Jan. 2021. [paper]

[Journal] Jeongho Kwak, Long Bao Le, George Iosifidis, Kyunghan Lee, and Dong In Kim, "Collaboration of Network Operators and Cloud Providers in Software-controlled Networks," IEEE Network (IF: 8.808), vol. 34, no. 5, pp. 98-105, Sep. 2020. [paper]

[Conference] Jinsung Lee, Sungyong Lee, Jongyun Lee, Sandesh D. Sathyanarayana, Hyoyoung Lim, Jihoon Lee, Xiaoqing Zhu, Sangeeta Ramakrishnan, Dirk Grunwald, Kyunghan Lee*, and Sangtae Ha*, "PERCEIVE: Deep Learning-based Cellular Uplink Prediction Using Realtime Scheduling Patterns," in ACM MobiSys (Acceptance Rate: 19.4%=34/175), Toronto, Canada, 2020. [paper]

[Conference] Youngbin Im, Parisa Rahimzadeh, Brett Shouse, Shinik Park, Carlee Joe-Wong, Kyunghan Lee, Sangtae Ha, "I Sent It: Where Does Slow Data Go to Wait?", in EuroSys (Acceptance Rate: 21.7%=45/207), Dresden, Germany, 2019. [paper]

[Conference] Shinik Park, Jinsung Lee, Junseon Kim, Jihoon Lee, Sangtae Ha, Kyunghan Lee*, "ExLL: An Extremely Low-latency Congestion Control for Mobile Cellular Networks," in ACM CoNEXT (Acceptance Rate: 17.3%=32/185), Heraklion/Crete, Greece, 2018. [paper]

[Journal] Seongmin Ham, Jihyung Lee, and Kyunghan Lee*, “QuickTalk: An Association-free Communication Method for IoT Devices in Proximity,” ACM IMWUT (Proceedings of ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies), vol. 1, no. 3, pp. 56:1-56:18, Sep. 2017. [paper]

[Conference] Wooseung Nam, Joohyun Lee, and Kyunghan Lee*, “SyncCoding: A Compression Technique Exploiting References for Data Synchronization Services,” in IEEE ICNP (Acceptance Rate: 18.66%=39/209), Toronto, Canada, 2017. [paper]

[Conference] Joohyun Lee, Fang Liu, Kyunghan Lee, and Ness B. Shroff, “iMUTE: Energy-optimal Update Policy for Perishable Mobile Contents,” in IEEE ICNP (Acceptance Rate: 18.66%=39/209), Toronto, Canada, 2017. [paper]

[Conference] Seongmin Ham, Jihyung Lee, and Kyunghan Lee*, “QuickTalk: An Association-Free Communication Method for IoT Devices in Proximity,” in ACM UbiComp (Acceptance Rate: 21.2%=122/576), Maui, HI, 2017. [paper]

[Conference] Sungyong Lee, Jinsung Lee, and Kyunghan Lee*, “VehicleSense: A Reliable Sound-based Transportation Mode Recognition System for Smartphones,” in IEEE WoWMoM (Acceptance Rate: 27%=28/103), Macau, China, 2017. [paper]

[Journal] Joohyun Lee, Kyunghan Lee*, Euijin Jeong, Jaemin Jo, and Ness B. Shroff, “CAS: Context-aware Background Application Scheduling in Interactive Mobile Systems,” IEEE JSAC (Journal on Selected Areas in Communications) - Special Issue on Human-in-the-Loop Mobile Networks (IF: 7.172), vol. 35, no. 5, pp. 1013-1029, May 2017. [paper]

[Journal] Joohyun Lee, Kyunghan Lee*, Yeongjin Kim, and Song Chong, “CarrierMix: How Much Can User-side Carrier Mixing Help?” IEEE Transactions on Mobile Computing (IF: 4.474), vol. 16, no. 1, pp. 16-29, Jan. 2017. [paper]

[Journal] Joohyun Lee, Kyunghan Lee*, Choongwoo Han, Taehoon Kim, and Song Chong, “Resource-efficient Mobile Multimedia Streaming with Adaptive Network Selection,” IEEE Transactions on Multimedia (IF: 3.977), vol.18, no. 12, pp. 2517-2527, Dec. 2016. [paper]

[Journal] Haiqing Jiang, Yaogong Wang, Kyunghan Lee*, and Injong Rhee, "DRWA: A Receiver-centric Solution to Bufferbloat in Cellular Network," IEEE Transactions on Mobile Computing (IF: 4.474), vol.15, no. 11, pp. 2719-2734, Nov. 2016. [paper]

[Conference] Joohyun Lee, Kyunghan Lee*, Euijin Jeong, Jaemin Jo, and Ness B. Shroff, “Context-aware Application Scheduling in Mobile Systems: What Will Users Do and Not Do Next?” in ACM UbiComp (Acceptance Rate: 23.9%=115/481), Heidelberg, Germany, 2016. [paper]

[Conference] Jaeseong Jeong, Kyunghan Lee*, Beknazar Abdikamalov, Kimin Lee, and Song Chong, "TravelMiner: On the Benefit of Path-based Mobility Prediction," in IEEE SECON (Acceptance Rate: 26.3%=56/213), London, UK, 2016. [paper]

[Journal] Sungro Yoon, Kyunghan Lee*, YeoCheon Yun, and Injong Rhee, "ACMI: FM-based Indoor Localization via Autonomous Fingerprinting," IEEE Transactions on Mobile Computing (IF: 4.474), vol.15, no. 6, pp. 1318-1332, Jun. 2016. [paper]

[Journal] Yoora Kim, Kyunghan Lee*, and Ness B. Shroff, "On Stochastic Confidence of Information Spread in Opportunistic Networks," IEEE Transactions on Mobile Computing (IF: 4.474), vol. 15, no. 4, pp. 909-923, Apr. 2016. [paper]

[Journal] Kyunghan Lee, Jaeseong Jeong*, Yung Yi, Hyungsuk Won, Injong Rhee, and Song Chong, "Max Contribution : An Online Approximation of Optimal Resource Allocation in Delay Tolerant Networks," IEEE Transactions on Mobile Computing (IF: 4.474), vol.14, no. 3, pp. 592-605, Mar. 2015. [paper]

[Conference] Yoora Kim, Kyunghan Lee, and Ness B. Shroff, "An Analytical Framework to Characterize the Efficiency and Delay in a Mobile Data Offloading System," in ACM MobiHoc (long paper) (Acceptance Rate: 11.4%=24/211), Philadelphia, PA, 2014. [paper]

[Conference] Joohyun Lee, Kyunghan Lee, Yeongjin Kim, and Song Chong, "PhonePool: On Energy-efficient Mobile Network Collaboration with Provider Aggregation," in IEEE SECON (Acceptance Rate: 19.9%=68/342), Singapore, SG, 2014. [paper]

[Journal] Jaeseong Jeong, Kyunghan Lee*, Yung Yi, Injong Rhee, and Song Chong, "ExMin: A Routing Metric for Novel Opportunity Gain in Delay Tolerant Networks," Elsevier Computer Networks (IF: 2.522), vol. 59, pp. 184-196, Feb. 2014. [paper]

[Journal] Kyunghan Lee, Yoora Kim*, Song Chong, Injong Rhee, and Yung Yi, "On the Critical Delays of Mobile Networks Under Lévy Walks and Lévy Flights," IEEE/ACM Transactions on Networking (IF: 3.11), vol. 21, no. 5, pp. 1621-1635, Oct. 2013. [paper]

[Journal] [IEEE William R. Bennett Prize] Kyunghan Lee, Joohyun Lee*, Yung Yi, Injong Rhee, and Song Chong, "Mobile Data Offloading: How Much Can WiFi Deliver?" IEEE/ACM Transactions on Networking (IF: 3.11), vol. 21, no. 2, pp. 536-550, Apr. 2013. [paper]

[Conference] Sungro Yoon, Kyunghan Lee, and Injong Rhee, "FM-based Indoor Localization via Automatic Fingerprint DB Construction and Matching," in ACM MobiSys (Acceptance Rate: 15.7%=33/210), Taipei, Taiwan, 2013 [paper]

[Conference] Yoora Kim, Kyunghan Lee, Ness B. Shroff, and Injong Rhee, "Providing Probabilistic Guarantee on the Time for Information Spread in Opportunistic Networks," in IEEE INFOCOM (Acceptance Rate: 17.3%=280/1613), Tulin, Italy, 2013. [paper]

[BookChapter] Kyunghan Lee, Pan Hui, and Song Chong, “Mobility Models in Opportunistic Networks,” Mobile Ad Hoc Networking: The Cutting Edge Directions, Wiley, Mar. 2013 (ISBN-10: 1118087283). [link]

[Conference] Haiqing Jiang, Yaogong Wang, Kyunghan Lee, and Injong Rhee, "Tackling BufferBloat in 3G/4G Networks," in ACM SIGCOMM IMC (long paper) (Acceptance Rate: 12.0%=22/183), Boston, MA, 2012. [paper]

[Conference] Yoora Kim, Kyunghan Lee, Ness B. Shroff, and Injong Rhee, "Revisiting Delay-capacity Tradeoffs for Mobile Networks: The Delay is Overestimated," in IEEE INFOCOM (mini conference), Orlando, FL, 2012. [paper]

[Journal] Kyunghan Lee, Seongik Hong, Seong Joon Kim, Injong Rhee, and Song Chong, "SLAW: Self-similar Least-Action Human Walk," IEEE/ACM Transactions on Networking (IF : 3.11), vol. 20, no. 2, pp. 515-529, Apr. 2012. [paper]

[Journal] Junhee Lee, Jinsung Lee*, Kyunghan Lee, and Song Chong, "CommonCode: A Code Reuse Platform for Wireless Network Experimentation," IEEE Communications Magazine (IF: 9.27), vol. 50, no. 3, pp. 156-163, Mar. 2012. [paper]

[Journal] [IEEE William R. Bennett Prize] Injong Rhee, Minsu Shin, Seongik Hong, Kyunghan Lee, Seong Joon Kim*, and Song Chong, "On the Levy Walk Nature of Human Mobility," IEEE/ACM Transactions on Networking (IF : 3.11), vol. 19, no. 3, pp. 630-643, Jun. 2011. [paper]

[Conference] Kyunghan Lee, Yoora Kim, Song Chong, Injong Rhee, and Yung Yi, "Delay-capacity Tradeoffs for Mobile Networks with Levy Walks and Levy Flights," in IEEE INFOCOM (Acceptance Rate : 15.9%=291/1823), Shanghai, China, 2011. [paper]

[Conference] Kyunghan Lee, Injong Rhee, Joohyun Lee, Yung Yi, and Song Chong, "Mobile Data Offloading : How Much Can WiFi Deliver?" in ACM CoNEXT (Acceptance Rate : 19.0% = 28/147), Philadelphia, PA, 2010. [paper]

[Conference] Kyunghan Lee, Yung Yi, Jaeseong Jeong, Hyungsuk Won, Injong Rhee, and Song Chong, "Max Contribution : On Optimal Resource Allocation in Delay Tolerant Networks," IEEE INFOCOM (Acceptance Rate : 17.5% = 276/1575), San Diego, CA, 2010. [paper]

[Conference] Kyunghan Lee, Seongik Hong, Seong Joon Kim, Injong Rhee, and Song Chong, "SLAW: A Mobility Model for Human Walks," in IEEE INFOCOM (Acceptance Rate : 19.7% = 282/1435), Rio de Janeiro, Brazil, 2009. [paper]

[Conference] Injong Rhee, Minsu Shin, Seongik Hong, Kyunghan Lee, and Song Chong, "On the Levy-walk Nature of Human Mobility," in IEEE INFOCOM (Acceptance Rate : 20.3% = 236/1160), Pheonix, AZ, 2008. [paper]

[Conference] Injong Rhee, Minsu Shin, Kyunghan Lee, Seongik Hong, and Song Chong, "Human Mobility Patterns and Their Impact on Delay Tolerant Networks," in ACM HotNets (Acceptance Rate : 17.7% = 22/124), Atlanta, GA, 2007. [paper]

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