Soomin Lee

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 39

Top Topics

Keyphrase Extraction

Model Predictive Control

Augmented Lagrangian Method

Weighted Averaging

Top Venues

IEEE Trans. Autom. Control.

Publications

Soomin Lee, Eilon Sheetrit, Omar Alonso, Avihai Mejer
Product Query Recommendation for Enriching Suggested Q&As. CHIIR (2024)
Soobeom Jang, Soomin Lee, Junha Park, Jong-Seok Lee
Leveraging Feature Interaction for Modeling User-Item Interaction in Recommender Systems. SMC (2023)
Miran Lee, Qun Wei, Soomin Lee, Heejoon Park
DDM-HSA: Dual Deterministic Model-Based Heart Sound Analysis for Daily Life Monitoring. Sensors 23 (5) (2023)
Soomin Lee, Wonkeun Jo, Hyein Kim, Jeongin Koo, Dongil Kim
Deep learning-based cutting force prediction for machining process using monitoring data. Pattern Anal. Appl. 26 (3) (2023)
Mohammad Taha Toghani, Soomin Lee, César A. Uribe
PARS-Push: Personalized, Asynchronous and Robust Decentralized Optimization. IEEE Control. Syst. Lett. 7 (2023)
Soomin Lee, Le Chen, Jiahao Wang, Alexander Liniger, Suryansh Kumar, Fisher Yu
Uncertainty Guided Policy for Active Robotic 3D Reconstruction Using Neural Radiance Fields. IEEE Robotics Autom. Lett. 7 (4) (2022)
Heejoon Park, Qun Wei, Soomin Lee, Miran Lee
Novel Design of a Multimodal Technology-Based Smart Stethoscope for Personal Cardiovascular Health Monitoring. Sensors 22 (17) (2022)
Mohammad Taha Toghani, Soomin Lee, César A. Uribe
PersA-FL: Personalized Asynchronous Federated Learning. CoRR (2022)
Soomin Lee, Le Chen, Jiahao Wang, Alexander Liniger, Suryansh Kumar, Fisher Yu
Uncertainty Guided Policy for Active Robotic 3D Reconstruction using Neural Radiance Fields. CoRR (2022)
Pavel E. Dvurechensky, Dmitry Kamzolov, Aleksandr Lukashevich, Soomin Lee, Erik Ordentlich, César A. Uribe, Alexander V. Gasnikov
Hyperfast second-order local solvers for efficient statistically preconditioned distributed optimization. EURO J. Comput. Optim. 10 (2022)
Jinyoung Choi, Soomin Lee, Seonyoung Kim, Dongil Kim, Hyungshin Kim
Depressed Mood Prediction of Elderly People with a Wearable Band. Sensors 22 (11) (2022)
Wasi Uddin Ahmad, Xiao Bai, Soomin Lee, Kai-Wei Chang
Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention. ACL/IJCNLP (1) (2021)
César A. Uribe, Soomin Lee, Alexander V. Gasnikov, Angelia Nedic
A dual approach for optimal algorithms in distributed optimization over networks. Optim. Methods Softw. 36 (1) (2021)
Soomin Lee, Qun Wei, Heejoon Park, Yuri Na, Donghwa Jeong, Hongjoon Lim
Development of a Finger-Ring-Shaped Hybrid Smart Stethoscope for Automatic S1 and S2 Heart Sound Identification. Sensors 21 (18) (2021)
César A. Uribe, Soomin Lee, Alexander V. Gasnikov, Angelia Nedic
A Dual Approach for Optimal Algorithms in Distributed Optimization over Networks. ITA (2020)
Santiago Paternain, Soomin Lee, Michael M. Zavlanos, Alejandro Ribeiro
Distributed Constrained Online Learning. IEEE Trans. Signal Process. 68 (2020)
Wasi Uddin Ahmad, Xiao Bai, Soomin Lee, Kai-Wei Chang
Select, Extract and Generate: Neural Keyphrase Generation with Syntactic Guidance. CoRR (2020)
Guanghui Lan, Soomin Lee, Yi Zhou
Communication-efficient algorithms for decentralized and stochastic optimization. Math. Program. 180 (1) (2020)
Hyeok Kim, Haesoo Kim, Youngjin Kwon, Hansol Jang, Soomin Lee, Joonhwan Lee
The Implementation of MiRO, a Media-as-Place Computer Game. Conference on Designing Interactive Systems (Companion Volume) (2019)
Hyunjin Ku, Jason J. Choi, Sunho Jang, Wonkyung Do, Soomin Lee, Sangok Seok
Online Social Touch Pattern Recognition with Multi-modal-sensing Modular Tactile Interface. UR (2019)
Santiago Paternain, Soomin Lee, Michael M. Zavlanos, Alejandro Ribeiro
Constrained Online Learning in Networks with Sublinear Regret and Fit. CDC (2019)
Soomin Lee, Nikolaos Chatzipanagiotis, Michael M. Zavlanos
Complexity Certification of a Distributed Augmented Lagrangian Method. IEEE Trans. Autom. Control. 63 (3) (2018)
Soomin Lee, Michael M. Zavlanos
Approximate Projection Methods for Decentralized Optimization With Functional Constraints. IEEE Trans. Autom. Control. 63 (10) (2018)
Hyunjin Ku, Jason J. Choi, Soomin Lee, Sunho Jang, Wonkyung Do
Shelly, a Tortoise-Like Robot for One-to-Many Interaction with Children. HRI (Companion) (2018)
Hyunjin Ku, Jason J. Choi, Soomin Lee, Sunho Jang, Wonkyung Do
Designing Shelly, a Robot Capable of Assessing and Restraining Children's Robot Abusing Behaviors. HRI (Companion) (2018)
Charles Freundlich, Soomin Lee, Michael M. Zavlanos
Distributed Active State Estimation With User-Specified Accuracy. IEEE Trans. Autom. Control. 63 (2) (2018)
César A. Uribe, Soomin Lee, Alexander V. Gasnikov, Angelia Nedic
A Dual Approach for Optimal Algorithms in Distributed Optimization over Networks. CoRR (2018)
Soomin Lee, Angelia Nedic, Maxim Raginsky
Coordinate Dual Averaging for Decentralized Online Optimization With Nonseparable Global Objectives. IEEE Trans. Control. Netw. Syst. 5 (1) (2018)
César A. Uribe, Soomin Lee, Alexander V. Gasnikov, Angelia Nedic
Optimal Algorithms for Distributed Optimization. CoRR (2017)
Soomin Lee, Nikolaos Chatzipanagiotis, Michael M. Zavlanos
A distributed augmented Lagrangian method for model predictive control. CDC (2017)
Soomin Lee, Angelia Nedic, Maxim Raginsky
Stochastic Dual Averaging for Decentralized Online Optimization on Time-Varying Communication Graphs. IEEE Trans. Autom. Control. 62 (12) (2017)
Guanghui Lan, Soomin Lee, Yi Zhou
Communication-Efficient Algorithms for Decentralized and Stochastic Optimization. CoRR (2017)
Charles Freundlich, Soomin Lee, Michael M. Zavlanos
Distributed Active State Estimation with User-Specified Accuracy. CoRR (2017)
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, Dekwoo Ryoo, Hwangseo Park
NPCARE: database of natural products and fractional extracts for cancer regulation. J. Cheminformatics 9 (1) (2017)
Soomin Lee, Michael M. Zavlanos
Approximate projections for decentralized optimization with SDP constraints. CDC (2016)
Soomin Lee, Angelia Nedic
Asynchronous Gossip-Based Random Projection Algorithms Over Networks. IEEE Trans. Autom. Control. 61 (4) (2016)
Charles Freundlich, Soomin Lee, Michael M. Zavlanos
Distributed estimation and control for robotic sensor networks. CDC (2016)
Soomin Lee, Michael M. Zavlanos
Distributed primal-dual methods for online constrained optimization. ACC (2016)
Soomin Lee, Alejandro Ribeiro, Michael M. Zavlanos
Distributed continuous-time online optimization using saddle-point methods. CDC (2016)
Soomin Lee, Angelia Nedic, Maxim Raginsky
Decentralized Online Optimization with Global Objectives and Local Communication. CoRR (2015)
Angelia Nedic, Soomin Lee, Maxim Raginsky
Decentralized online optimization with global objectives and local communication. ACC (2015)
Angelia Nedic, Soomin Lee
On Stochastic Subgradient Mirror-Descent Algorithm with Weighted Averaging. SIAM J. Optim. 24 (1) (2014)
Soomin Lee, Angelia Nedic
Gossip-based random projection algorithm for distributed optimization: Error bound. CDC (2013)
Soomin Lee, Angelia Nedic
Epoch gradient descent for smoothed hinge-loss linear SVMs. ACC (2013)
Soomin Lee, Angelia Nedic
Asynchronous Gossip-Based Random Projection Algorithms Over Networks CoRR (2013)
Angelia Nedic, Soomin Lee
On Stochastic Subgradient Mirror-Descent Algorithm with Weighted Averaging. CoRR (2013)
Soomin Lee, Angelia Nedic
Distributed mini-batch random projection algorithms for reduced communication overhead. GlobalSIP (2013)
Soomin Lee, Angelia Nedic
Distributed Random Projection Algorithm for Convex Optimization. IEEE J. Sel. Top. Signal Process. 7 (2) (2013)
Soomin Lee, Angelia Nedic
DrSVM: Distributed random projection algorithms for SVMs. CDC (2012)
Soomin Lee, Angelia Nedich
Distributed Random Projection Algorithm for Convex Optimization. CoRR (2012)
Soomin Lee, Benjamin W. Wah
Finding Good Starting Points for Solving Nonlinear Constrained Optimization Problems by Parallel Decomposition. MICAI (2008)
Soomin Lee, Benjamin W. Wah
Finding Good Starting Points for Solving Structured and Unstructured Nonlinear Constrained Optimization Problems. ICTAI (1) (2008)
Benjamin W. Wah, Soomin Lee
Hypergraph Partitioning for Exploiting Localities in Nonlinear Constrained Optimization. ICTAI (1) (2007)