Hypergraph Partitioning for Exploiting Localities in Nonlinear Constrained Optimization. - Benjamin W. Wah; Soomin Lee (ICTAI (1), 2007)

Finding Good Starting Points for Solving Structured and Unstructured Nonlinear Constrained Optimization Problems. - Soomin Lee; Benjamin W. Wah (ICTAI (1), 2008)

Finding Good Starting Points for Solving Nonlinear Constrained Optimization Problems by Parallel Decomposition. - Soomin Lee; Benjamin W. Wah (MICAI, 2008)

DrSVM: Distributed random projection algorithms for SVMs. - Soomin Lee; Angelia Nedic (CDC, 2012)

Epoch gradient descent for smoothed hinge-loss linear SVMs. - Soomin Lee; Angelia Nedic (ACC, 2013)

Gossip-based random projection algorithm for distributed optimization: Error bound. - Soomin Lee; Angelia Nedic (CDC, 2013)

Distributed mini-batch random projection algorithms for reduced communication overhead. - Soomin Lee; Angelia Nedic (GlobalSIP, 2013)

Distributed Random Projection Algorithm for Convex Optimization. - Soomin Lee; Angelia Nedic (IEEE J. Sel. Top. Signal Process., 2013)

Optimization over networks: Efficient algorithms and analysis - Soomin Lee (2013)

On Stochastic Subgradient Mirror-Descent Algorithm with Weighted Averaging. - Angelia Nedic; Soomin Lee (SIAM J. Optim., 2014)

Decentralized online optimization with global objectives and local communication. - Angelia Nedic; Soomin Lee; Maxim Raginsky (ACC, 2015)

Distributed primal-dual methods for online constrained optimization. - Soomin Lee; Michael M. Zavlanos (ACC, 2016)

Distributed estimation and control for robotic sensor networks. - Charles Freundlich; Soomin Lee; Michael M. Zavlanos (CDC, 2016)

Distributed continuous-time online optimization using saddle-point methods. - Soomin Lee; Alejandro Ribeiro; Michael M. Zavlanos (CDC, 2016)

Approximate projections for decentralized optimization with SDP constraints. - Soomin Lee; Michael M. Zavlanos (CDC, 2016)

Asynchronous Gossip-Based Random Projection Algorithms Over Networks. - Soomin Lee; Angelia Nedic (IEEE Trans. Autom. Control., 2016)

A distributed augmented Lagrangian method for model predictive control. - Soomin Lee; Nikolaos Chatzipanagiotis; Michael M. Zavlanos (CDC, 2017)

Optimal Algorithms for Distributed Optimization. - César A. Uribe; Soomin Lee; Alexander V. Gasnikov; Angelia Nedic (CoRR, 2017)

NPCARE: database of natural products and fractional extracts for cancer regulation. - Hwanho Choi; Sun Young Cho; Ho Jeong Pak; Youngsoo Kim; Jung-Yun Choi; Yoon Jae Lee; Byung Hee Gong; Yeon Seok Kang; Taehoon Han; Geunbae Choi; Yeeun Cho; Soomin Lee; et al. (J. Cheminformatics, 2017)

Stochastic Dual Averaging for Decentralized Online Optimization on Time-Varying Communication Graphs. - Soomin Lee; Angelia Nedic; Maxim Raginsky (IEEE Trans. Autom. Control., 2017)

Designing Shelly, a Robot Capable of Assessing and Restraining Children's Robot Abusing Behaviors. - Hyunjin Ku; Jason J. Choi; Soomin Lee; Sunho Jang; Wonkyung Do (HRI (Companion), 2018)

Shelly, a Tortoise-Like Robot for One-to-Many Interaction with Children. - Hyunjin Ku; Jason J. Choi; Soomin Lee; Sunho Jang; Wonkyung Do (HRI (Companion), 2018)

Distributed Active State Estimation With User-Specified Accuracy. - Charles Freundlich; Soomin Lee; Michael M. Zavlanos (IEEE Trans. Autom. Control., 2018)

Complexity Certification of a Distributed Augmented Lagrangian Method. - Soomin Lee; Nikolaos Chatzipanagiotis; Michael M. Zavlanos (IEEE Trans. Autom. Control., 2018)

Approximate Projection Methods for Decentralized Optimization With Functional Constraints. - Soomin Lee; Michael M. Zavlanos (IEEE Trans. Autom. Control., 2018)

Coordinate Dual Averaging for Decentralized Online Optimization With Nonseparable Global Objectives. - Soomin Lee; Angelia Nedic; Maxim Raginsky (IEEE Trans. Control. Netw. Syst., 2018)

The Implementation of MiRO, a Media-as-Place Computer Game. - Hyeok Kim; Haesoo Kim; Youngjin Kwon; Hansol Jang; Soomin Lee; Joonhwan Lee (Conference on Designing Interactive Systems (Companion Volume), 2019)

Constrained Online Learning in Networks with Sublinear Regret and Fit. - Santiago Paternain; Soomin Lee; Michael M. Zavlanos; Alejandro Ribeiro (CDC, 2019)

Online Social Touch Pattern Recognition with Multi-modal-sensing Modular Tactile Interface. - Hyunjin Ku; Jason J. Choi; Sunho Jang; Wonkyung Do; Soomin Lee; Sangok Seok (UR, 2019)

Select, Extract and Generate: Neural Keyphrase Generation with Syntactic Guidance. - Wasi Uddin Ahmad; Xiao Bai 002; Soomin Lee; Kai-Wei Chang (CoRR, 2020)

Communication-efficient algorithms for decentralized and stochastic optimization. - Guanghui Lan; Soomin Lee; Yi Zhou 015 (Math. Program., 2020)

Distributed Constrained Online Learning. - Santiago Paternain; Soomin Lee; Michael M. Zavlanos; Alejandro Ribeiro (IEEE Trans. Signal Process., 2020)

Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention. - Wasi Uddin Ahmad; Xiao Bai 002; Soomin Lee; Kai-Wei Chang (ACL/IJCNLP (1), 2021)

A dual approach for optimal algorithms in distributed optimization over networks. - César A. Uribe; Soomin Lee; Alexander V. Gasnikov; Angelia Nedic (Optim. Methods Softw., 2021)

Development of a Finger-Ring-Shaped Hybrid Smart Stethoscope for Automatic S1 and S2 Heart Sound Identification. - Soomin Lee; Qun Wei; Heejoon Park; Yuri Na; Donghwa Jeong; Hongjoon Lim (Sensors, 2021)

PersA-FL: Personalized Asynchronous Federated Learning. - Mohammad Taha Toghani; Soomin Lee; César A. Uribe (CoRR, 2022)

Hyperfast second-order local solvers for efficient statistically preconditioned distributed optimization. - Pavel E. Dvurechensky; Dmitry Kamzolov; Aleksandr Lukashevich; Soomin Lee; Erik Ordentlich; César A. Uribe; Alexander V. Gasnikov (EURO J. Comput. Optim., 2022)

Uncertainty Guided Policy for Active Robotic 3D Reconstruction Using Neural Radiance Fields. - Soomin Lee; Le Chen; Jiahao Wang 001; Alexander Liniger; Suryansh Kumar 001; Fisher Yu 001 (IEEE Robotics Autom. Lett., 2022)

Depressed Mood Prediction of Elderly People with a Wearable Band. - Jinyoung Choi; Soomin Lee; Seonyoung Kim; Dongil Kim; Hyungshin Kim (Sensors, 2022)

Novel Design of a Multimodal Technology-Based Smart Stethoscope for Personal Cardiovascular Health Monitoring. - Heejoon Park; Qun Wei; Soomin Lee; Miran Lee (Sensors, 2022)

Leveraging Feature Interaction for Modeling User-Item Interaction in Recommender Systems. - Soobeom Jang; Soomin Lee; Junha Park; Jong-Seok Lee (SMC, 2023)

PARS-Push: Personalized, Asynchronous and Robust Decentralized Optimization. - Mohammad Taha Toghani; Soomin Lee; César A. Uribe (IEEE Control. Syst. Lett., 2023)

DDM-HSA: Dual Deterministic Model-Based Heart Sound Analysis for Daily Life Monitoring. - Miran Lee; Qun Wei; Soomin Lee; Heejoon Park (Sensors, 2023)

Deep learning-based cutting force prediction for machining process using monitoring data. - Soomin Lee; Wonkeun Jo; Hyein Kim; Jeongin Koo; Dongil Kim (Pattern Anal. Appl., 2023)

Product Query Recommendation for Enriching Suggested Q&As. - Soomin Lee; Eilon Sheetrit; Omar Alonso; Avihai Mejer (CHIIR, 2024)