Myungjin Lee

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 36

Top Topics

Reasoning Problems

Top Venues

Comput. Networks

Publications

Fatih Ilhan, Ka-Ho Chow, Sihao Hu, Tiansheng Huang, Selim F. Tekin, Wenqi Wei, Yanzhao Wu, Myungjin Lee, Ramana Kompella, Hugo Latapie, Gaowen Liu, Ling Liu
Adaptive Deep Neural Network Inference Optimization with EENet. WACV (2024)
Tarun Raheja, Raunak Sinha, Advit Deepak, Will Healy, Jayanth Srinivasa, Myungjin Lee, Ramana Kompella
Enhancing Large Language Models through Transforming Reasoning Problems into Classification Tasks. LREC/COLING (2024)
Shixiong Qi, K. K. Ramakrishnan, Myungjin Lee
LIFL: A Lightweight, Event-driven Serverless Platform for Federated Learning. CoRR (2024)
Aditya Annavajjala, Alind Khare, Animesh Agrawal, Igor Fedorov, Hugo Latapie, Myungjin Lee, Alexey Tumanov
DεS: Delayed ε-Shrinking for Faster Once-For-All Training. CoRR (2024)
Shih-Chun Lin, Chia-Hung Lin, Myungjin Lee
Privacy-Preserving Serverless Edge Learning With Decentralized Small-Scale Mobile Data. IEEE Netw. 38 (2) (2024)
Faisal Ahmed, Myungjin Lee, Suresh Subramaniam, Motoharu Matsuura, Hiroshi Hasegawa, Shih-Chun Lin
FedAuxHMTL: Federated Auxiliary Hard-Parameter Sharing Multi-Task Learning for Network Edge Traffic Classification. CoRR (2024)
Myungjin Lee, Akshay Jajoo, Ramana Rao Kompella
Enabling Elastic Model Serving with MultiWorld. CoRR (2024)
Gustav A. Baumgart, Jaemin Shin, Ali Payani, Myungjin Lee, Ramana Rao Kompella
Not All Federated Learning Algorithms Are Created Equal: A Performance Evaluation Study. CoRR (2024)
Jiachen Liu, Zhiyu Wu, Jae-Won Chung, Fan Lai, Myungjin Lee, Mosharaf Chowdhury
Andes: Defining and Enhancing Quality-of-Experience in LLM-Based Text Streaming Services. CoRR (2024)
Wei Ye, Xinyue Hu, Steven Sleder, Anlan Zhang, Udhaya Kumar Dayalan, Ahmad Hassan, Rostand A. K. Fezeu, Akshay Jajoo, Myungjin Lee, Eman Ramadan, Feng Qian, Zhi-Li Zhang
Dissecting Carrier Aggregation in 5G Networks: Measurement, QoE Implications and Prediction. SIGCOMM (2024)
Shixiong Qi, K. K. Ramakrishnan, Myungjin Lee
LIFL: A Lightweight, Event-driven Serverless Platform for Federated Learning. MLSys (2024)
Allen-Jasmin Farcas, Myungjin Lee, Ali Payani, Hugo Latapie, Ramana Rao Kompella, Radu Marculescu
CHESSFL: Clustering Hierarchical Embeddings for Semi-Supervised Federated Learning. IoTDI (2024)
Anirudh Sarma, Jinsun Yoo, Jithin Kallukalam Sojan, Umakishore Ramachandran, Myungjin Lee
FEO: Efficient Resource Allocation for FaaS at the Edge. DEBS (2024)
Harshit Daga, Jaemin Shin, Dhruv Garg, Ada Gavrilovska, Myungjin Lee, Ramana Rao Kompella
Flame: Simplifying Topology Extension in Federated Learning. SoCC (2023)
Fatih Ilhan, Ling Liu, Ka Ho Chow, Wenqi Wei, Yanzhao Wu, Myungjin Lee, Ramana Kompella, Hugo Latapie, Gaowen Liu
EENet: Learning to Early Exit for Adaptive Inference. CoRR (2023)
Allen-Jasmin Farcas, Myungjin Lee, Ramana Rao Kompella, Hugo Latapie, Gustavo de Veciana, Radu Marculescu
MOHAWK: Mobility and Heterogeneity-Aware Dynamic Community Selection for Hierarchical Federated Learning. IoTDI (2023)
Ganghua Wang, Ali Payani, Myungjin Lee, Ramana Kompella
Mitigating Group Bias in Federated Learning: Beyond Local Fairness. CoRR (2023)
Ruisi Cai, Xiaohan Chen, Shiwei Liu, Jayanth Srinivasa, Myungjin Lee, Ramana Kompella, Zhangyang Wang
Many-Task Federated Learning: A New Problem Setting and A Simple Baseline. CVPR Workshops (2023)
Rostand A. K. Fezeu, Eman Ramadan, Wei Ye, Benjamin Minneci, Jack Xie, Arvind Narayanan, Ahmad Hassan, Feng Qian, Zhi-Li Zhang, Jaideep Chandrashekar, Myungjin Lee
An In-Depth Measurement Analysis of 5G mmWave PHY Latency and Its Impact on End-to-End Delay. PAM (2023)
Harshit Daga, Jaemin Shin, Dhruv Garg, Ada Gavrilovska, Myungjin Lee, Ramana Rao Kompella
Federated Learning Operations Made Simple with Flame. CoRR (2023)
Alind Khare, Animesh Agrawal, Myungjin Lee, Alexey Tumanov
SuperFed: Weight Shared Federated Learning. CoRR (2023)
Kyunghun Kim, Hoyong Lee, Myungjin Lee, Young Hye Bae, Hung Soo Kim, Soojun Kim
Analysis of Weather Factors on Aircraft Cancellation using a Multilayer Complex Network. Entropy 25 (8) (2023)
Myungjin Lee, Mateo Reveiz, Reda Rawi, Peter D. Kwong, Gwo-Yu Chuang
GLYCO: a tool to quantify glycan shielding of glycosylated proteins. Bioinform. 38 (4) (2022)
Chilun Lo, Jongmi Lee, Yong Lim, Younghyun Yoon, Hyunseok Hwang, Jaehoon Lee, Moo-Yeol Choi, Myungjin Lee, Seunghyun Oh, Jongwoo Lee
10.1 A 116μ W 104.4dB-DR 100.6dB-SNDR CT Δ∑ Audio ADC Using Tri-Level Current-Steering DAC with Gate-Leakage Compensated Off-Transistor-Based Bias Noise Filter. ISSCC (2021)
Morteza Kheirkhah, Myungjin Lee
A solution to MPTCP's inefficiencies under the incast problem for Data Center Networks. Comput. Commun. 161 (2020)
Morteza Kheirkhah, Myungjin Lee
AMP: An Adaptive Multipath TCP for Data Center Networks. Networking (2019)
Praveen Tammana, Chandra Nagarajan, Pavan Mamillapalli, Ramana Rao Kompella, Myungjin Lee
Fault Localization in Large-Scale Network Policy Deployment. ICDCS (2018)
Praveen Tammana, Rachit Agarwal, Myungjin Lee
Distributed Network Monitoring and Debugging with SwitchPointer. NSDI (2018)
Wei Chen, Yuhui Lin, Vashti Galpin, Vivek Nigam, Myungjin Lee, David Aspinall
Formal Analysis of Sneak-Peek: A Data Centre Attack and Its Mitigations. SEC (2018)
Zhenyu Wen, Do Le Quoc, Pramod Bhatotia, Ruichuan Chen, Myungjin Lee
ApproxIoT: Approximate Analytics for Edge Computing. ICDCS (2018)
Zhenyu Wen, Do Le Quoc, Pramod Bhatotia, Ruichuan Chen, Myungjin Lee
Approximate Edge Analytics for the IoT Ecosystem. CoRR (2018)
Morteza Kheirkhah, Myungjin Lee
AMP: A Better Multipath TCP for Data Center Networks. CoRR (2017)
Praveen Tammana, Chandra Nagarajan, Pavan Mamillapalli, Ramana Rao Kompella, Myungjin Lee
Fault Localization in Large-Scale Network Policy Deployment. CoRR (2017)
Soojeon Lee, Dongman Lee, Myungjin Lee, Hyungsoo Jung, Byoung-Sun Lee
Randomizing TCP payload size for TCP fairness in data center networks. Comput. Networks 129 (2017)
Myungchul Kim, Sangyup Han, Myungjin Lee
Demand-aware centralized traffic scheduling in Wireless LANs. Networking (2016)
Praveen Tammana, Rachit Agarwal, Myungjin Lee
Simplifying Datacenter Network Debugging with PathDump. OSDI (2016)
Myungjin Lee, Mohammad Y. Hajjat, Ramana Rao Kompella, Sanjay G. Rao
A flow measurement architecture to preserve application structure. Comput. Networks 77 (2015)
Soojeon Lee, Myungjin Lee, Dongman Lee, Hyungsoo Jung, Byoung-Sun Lee
TCPRand: Randomizing TCP payload size for TCP fairness in data center networks. INFOCOM (2015)
Praveen Tammana, Rachit Agarwal, Myungjin Lee
CherryPick: tracing packet trajectory in software-defined datacenter networks. SOSR (2015)
Arsham Farshad, Myungjin Lee, Mahesh K. Marina, Francisco J. Garcia
On the impact of 802.11n frame aggregation on end-to-end available bandwidth estimation. SECON (2014)
Jeongkeun Lee, Yoshio Turner, Myungjin Lee, Lucian Popa, Sujata Banerjee, Joon-Myung Kang, Puneet Sharma
Application-driven bandwidth guarantees in datacenters. SIGCOMM (2014)
Myungjin Lee, Sharon Goldberg, Ramana Rao Kompella, George Varghese
FineComb: Measuring Microscopic Latency and Loss in the Presence of Reordering. IEEE/ACM Trans. Netw. 22 (4) (2014)
Jeongkeun Lee, Myungjin Lee, Lucian Popa, Yoshio Turner, Sujata Banerjee, Puneet Sharma, Bryan Stephenson
CloudMirror: Application-Aware Bandwidth Reservations in the Cloud. HotCloud (2013)
Myungjin Lee, Nick G. Duffield, Ramana Rao Kompella
High-Fidelity Per-Flow Delay Measurements With Reference Latency Interpolation. IEEE/ACM Trans. Netw. 21 (5) (2013)
Myungjin Lee, Nick G. Duffield, Ramana Rao Kompella
MAPLE: a scalable architecture for maintaining packet latency measurements. Internet Measurement Conference (2012)
Myungjin Lee, Nick G. Duffield, Ramana Rao Kompella
A scalable architecture for maintaining packet latency measurements. SIGMETRICS (2012)
Myungjin Lee, Nick G. Duffield, Ramana Rao Kompella
Opportunistic Flow-Level Latency Estimation Using Consistent NetFlow. IEEE/ACM Trans. Netw. 20 (1) (2012)
Myungjin Lee, Wooju Kim, Sangun Park
Searching and ranking method of relevant resources by user intention on the Semantic Web. Expert Syst. Appl. 39 (4) (2012)
In-Young Chung, Seong Yeol Jeong, Sung Min Seo, Myungjin Lee, Taesu Jang, Seon-Yong Cha, Young June Park
New Multiple-Times Programmable CMOS ROM Cell. IEICE Trans. Electron. (6) (2012)
Yongjun Zhu, Dongkyu Jeon, Wooju Kim, June Seok Hong, Myungjin Lee, Zhuguang Wen, Yanhua Cai
The Dynamic Generation of Refining Categories in Ontology-Based Search. JIST (2012)
Hyunseok Chang, Murali S. Kodialam, Ramana Rao Kompella, T. V. Lakshman, Myungjin Lee, Sarit Mukherjee
Scheduling in mapreduce-like systems for fast completion time. INFOCOM (2011)
Tao Li, Zhigang Sun, Chunbo Jia, Qi Su, Myungjin Lee
Using NetMagic to observe fine-grained per-flow latency measurements. SIGCOMM (2011)
Parmjeet Singh, Myungjin Lee, Sagar Kumar, Ramana Rao Kompella
Enabling Flow-level Latency Measurements across Routers in Data Centers. Hot-ICE (2011)
Myungjin Lee, Mohammad Y. Hajjat, Ramana Rao Kompella, Sanjay G. Rao
RelSamp: Preserving application structure in sampled flow measurements. INFOCOM (2011)
Myungjin Lee, Sharon Goldberg, Ramana Rao Kompella, George Varghese
Fine-grained latency and loss measurements in the presence of reordering. SIGMETRICS (2011)
Myungjin Lee, Wooju Kim, Taehyung (George) Wang
An Explorative Association-Based Search for the Semantic Web. ICSC (2010)
Myungjin Lee, Kyungmin Kim, Sharly Joana Halder, Wooju Kim
Framework of Semantic Web Services for Ubiquitous City Management Center. SUTC/UMC (2010)
Myungjin Lee, Ramana Rao Kompella, Sumeet Singh
AjaxTracker: Active Measurement System for High-Fidelity Characterization of AJAX Applications. WebApps (2010)
Myungjin Lee, Nick G. Duffield, Ramana Rao Kompella
Not all microseconds are equal: fine-grained per-flow measurements with reference latency interpolation. SIGCOMM (2010)
Myungjin Lee, Nick G. Duffield, Ramana Rao Kompella
Two Samples are Enough: Opportunistic Flow-level Latency Estimation using NetFlow. INFOCOM (2010)
Hak-Jin Kim, Wooju Kim, Myungjin Lee
Semantic Web Constraint Language and its application to an intelligent shopping agent. Decis. Support Syst. 46 (4) (2009)
Ki Jun Lee, Myungjin Lee, Wooju Kim
Blog Classification using K-means. ICEIS (4) (2009)
Myungjin Lee, Moonsoo Kang, Myungchul Kim, Jeonghoon Mo
A cross-layer approach for TCP optimization over wireless and mobile networks. Comput. Commun. 31 (11) (2008)
Myungjin Lee, Hyokyung Bahn, Kijoon Chae
A New Key Management Scheme for Distributed Encrypted Storage Systems. ICCSA (1) (2006)