Soomin Lee

56 papers A 1B 2C 3Misc 1Journal 33Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automatic vison-based volume estimation of dump loading for real-time earthwork productivity assessment.
Expert Syst. Appl.
Tao Deng, Abubakar Sharafat, Soomin Lee, Jongwon Seo
2026 J jnl
Diffusion-Based sRGB Real Noise Generation via Prompt-Driven Noise Representation Learning.
CoRR
Jaekyun Ko, Dongjin Kim, Soomin Lee, Guanghui Wang, Tae Hyun Kim
2024 B conf
Product Query Recommendation for Enriching Suggested Q&As.
CHIIR
Soomin Lee, Eilon Sheetrit, Omar Alonso, Avihai Mejer
2023 J jnl
DDM-HSA: Dual Deterministic Model-Based Heart Sound Analysis for Daily Life Monitoring.
Sensors
Miran Lee, Qun Wei, Soomin Lee, Heejoon Park
2023 J jnl
Deep learning-based cutting force prediction for machining process using monitoring data.
Pattern Anal. Appl.
Soomin Lee, Wonkeun Jo, Hyein Kim, Jeongin Koo, Dongil Kim
2023 B conf
Leveraging Feature Interaction for Modeling User-Item Interaction in Recommender Systems.
SMC
Soobeom Jang, Soomin Lee, Junha Park, Jong-Seok Lee
2023 J jnl
PARS-Push: Personalized, Asynchronous and Robust Decentralized Optimization.
IEEE Control. Syst. Lett.
Mohammad Taha Toghani, Soomin Lee, César A. Uribe
2022 J jnl
Depressed Mood Prediction of Elderly People with a Wearable Band.
Sensors
Jinyoung Choi, Soomin Lee, Seonyoung Kim, Dongil Kim, Hyungshin Kim
2022 J jnl
Hyperfast second-order local solvers for efficient statistically preconditioned distributed optimization.
EURO J. Comput. Optim.
Pavel E. Dvurechensky, Dmitry Kamzolov, Aleksandr Lukashevich, Soomin Lee, Erik Ordentlich, César A. Uribe, Alexander V. Gasnikov
2022 J jnl
Novel Design of a Multimodal Technology-Based Smart Stethoscope for Personal Cardiovascular Health Monitoring.
Sensors
Heejoon Park, Qun Wei, Soomin Lee, Miran Lee
2022 J jnl
PersA-FL: Personalized Asynchronous Federated Learning.
CoRR
Mohammad Taha Toghani, Soomin Lee, César A. Uribe
2022 J jnl
Uncertainty Guided Policy for Active Robotic 3D Reconstruction Using Neural Radiance Fields.
IEEE Robotics Autom. Lett.
Soomin Lee, Le Chen, Jiahao Wang, Alexander Liniger, Suryansh Kumar, Fisher Yu
2022 J jnl
Uncertainty Guided Policy for Active Robotic 3D Reconstruction using Neural Radiance Fields.
CoRR
Soomin Lee, Le Chen, Jiahao Wang, Alexander Liniger, Suryansh Kumar, Fisher Yu
2021 J jnl
A dual approach for optimal algorithms in distributed optimization over networks.
Optim. Methods Softw.
César A. Uribe, Soomin Lee, Alexander V. Gasnikov, Angelia Nedic
2021 J jnl
Development of a Finger-Ring-Shaped Hybrid Smart Stethoscope for Automatic S1 and S2 Heart Sound Identification.
Sensors
Soomin Lee, Qun Wei, Heejoon Park, Yuri Na, Donghwa Jeong, Hongjoon Lim
2021 — conf
Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention.
ACL/IJCNLP (1)
Wasi Uddin Ahmad, Xiao Bai, Soomin Lee, Kai-Wei Chang
2020 Misc conf
A Dual Approach for Optimal Algorithms in Distributed Optimization over Networks.
ITA
César A. Uribe, Soomin Lee, Alexander V. Gasnikov, Angelia Nedic
2020 J jnl
Communication-efficient algorithms for decentralized and stochastic optimization.
Math. Program.
Guanghui Lan, Soomin Lee, Yi Zhou
2020 J jnl
Distributed Constrained Online Learning.
IEEE Trans. Signal Process.
Santiago Paternain, Soomin Lee, Michael M. Zavlanos, Alejandro Ribeiro
2020 J jnl
Select, Extract and Generate: Neural Keyphrase Generation with Syntactic Guidance.
CoRR
Wasi Uddin Ahmad, Xiao Bai, Soomin Lee, Kai-Wei Chang
2019 — conf
Constrained Online Learning in Networks with Sublinear Regret and Fit.
CDC
Santiago Paternain, Soomin Lee, Michael M. Zavlanos, Alejandro Ribeiro
2019 — conf
Online Social Touch Pattern Recognition with Multi-modal-sensing Modular Tactile Interface.
UR
Hyunjin Ku, Jason J. Choi, Sunho Jang, Wonkyung Do, Soomin Lee, Sangok Seok
2019 A conf
The Implementation of MiRO, a Media-as-Place Computer Game.
Conference on Designing Interactive Systems (Companion Volume)
Hyeok Kim, Haesoo Kim, Youngjin Kwon, Hansol Jang, Soomin Lee, Joonhwan Lee
2018 J jnl
A Dual Approach for Optimal Algorithms in Distributed Optimization over Networks.
CoRR
César A. Uribe, Soomin Lee, Alexander V. Gasnikov, Angelia Nedic
2018 J jnl
Approximate Projection Methods for Decentralized Optimization With Functional Constraints.
IEEE Trans. Autom. Control.
Soomin Lee, Michael M. Zavlanos
2018 J jnl
Complexity Certification of a Distributed Augmented Lagrangian Method.
IEEE Trans. Autom. Control.
Soomin Lee, Nikolaos Chatzipanagiotis, Michael M. Zavlanos
2018 J jnl
Coordinate Dual Averaging for Decentralized Online Optimization With Nonseparable Global Objectives.
IEEE Trans. Control. Netw. Syst.
Soomin Lee, Angelia Nedic, Maxim Raginsky
2018 — conf
Designing Shelly, a Robot Capable of Assessing and Restraining Children's Robot Abusing Behaviors.
HRI (Companion)
Hyunjin Ku, Jason J. Choi, Soomin Lee, Sunho Jang, Wonkyung Do
2018 J jnl
Distributed Active State Estimation With User-Specified Accuracy.
IEEE Trans. Autom. Control.
Charles Freundlich, Soomin Lee, Michael M. Zavlanos
2018 — conf
Shelly, a Tortoise-Like Robot for One-to-Many Interaction with Children.
HRI (Companion)
Hyunjin Ku, Jason J. Choi, Soomin Lee, Sunho Jang, Wonkyung Do
2017 — conf
A distributed augmented Lagrangian method for model predictive control.
CDC
Soomin Lee, Nikolaos Chatzipanagiotis, Michael M. Zavlanos
2017 J jnl
Communication-Efficient Algorithms for Decentralized and Stochastic Optimization.
CoRR
Guanghui Lan, Soomin Lee, Yi Zhou
2017 J jnl
Distributed Active State Estimation with User-Specified Accuracy.
CoRR
Charles Freundlich, Soomin Lee, Michael M. Zavlanos
2017 J jnl
NPCARE: database of natural products and fractional extracts for cancer regulation.
J. Cheminformatics
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
2017 J jnl
Optimal Algorithms for Distributed Optimization.
CoRR
César A. Uribe, Soomin Lee, Alexander V. Gasnikov, Angelia Nedic
2017 J jnl
Stochastic Dual Averaging for Decentralized Online Optimization on Time-Varying Communication Graphs.
IEEE Trans. Autom. Control.
Soomin Lee, Angelia Nedic, Maxim Raginsky
2016 — conf
Approximate projections for decentralized optimization with SDP constraints.
CDC
Soomin Lee, Michael M. Zavlanos
2016 J jnl
Asynchronous Gossip-Based Random Projection Algorithms Over Networks.
IEEE Trans. Autom. Control.
Soomin Lee, Angelia Nedic
2016 — conf
Distributed continuous-time online optimization using saddle-point methods.
CDC
Soomin Lee, Alejandro Ribeiro, Michael M. Zavlanos
2016 — conf
Distributed estimation and control for robotic sensor networks.
CDC
Charles Freundlich, Soomin Lee, Michael M. Zavlanos
2016 C conf
Distributed primal-dual methods for online constrained optimization.
ACC
Soomin Lee, Michael M. Zavlanos
2015 J jnl
Decentralized Online Optimization with Global Objectives and Local Communication.
CoRR
Soomin Lee, Angelia Nedic, Maxim Raginsky
2015 C conf
Decentralized online optimization with global objectives and local communication.
ACC
Angelia Nedic, Soomin Lee, Maxim Raginsky
2014 J jnl
On Stochastic Subgradient Mirror-Descent Algorithm with Weighted Averaging.
SIAM J. Optim.
Angelia Nedic, Soomin Lee
2013 J jnl
Asynchronous Gossip-Based Random Projection Algorithms Over Networks
CoRR
Soomin Lee, Angelia Nedic
2013 J jnl
Distributed Random Projection Algorithm for Convex Optimization.
IEEE J. Sel. Top. Signal Process.
Soomin Lee, Angelia Nedic
2013 — conf
Distributed mini-batch random projection algorithms for reduced communication overhead.
GlobalSIP
Soomin Lee, Angelia Nedic
2013 C conf
Epoch gradient descent for smoothed hinge-loss linear SVMs.
ACC
Soomin Lee, Angelia Nedic
2013 — conf
Gossip-based random projection algorithm for distributed optimization: Error bound.
CDC
Soomin Lee, Angelia Nedic
2013 J jnl
On Stochastic Subgradient Mirror-Descent Algorithm with Weighted Averaging.
CoRR
Angelia Nedic, Soomin Lee
2013 — —
Optimization over networks: Efficient algorithms and analysis
Soomin Lee
2012 J jnl
Distributed Random Projection Algorithm for Convex Optimization.
CoRR
Soomin Lee, Angelia Nedich
2012 — conf
DrSVM: Distributed random projection algorithms for SVMs.
CDC
Soomin Lee, Angelia Nedic
2008 — conf
Finding Good Starting Points for Solving Nonlinear Constrained Optimization Problems by Parallel Decomposition.
MICAI
Soomin Lee, Benjamin W. Wah
2008 — conf
Finding Good Starting Points for Solving Structured and Unstructured Nonlinear Constrained Optimization Problems.
ICTAI (1)
Soomin Lee, Benjamin W. Wah
2007 — conf
Hypergraph Partitioning for Exploiting Localities in Nonlinear Constrained Optimization.
ICTAI (1)
Benjamin W. Wah, Soomin Lee