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Soomin Lee

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2020 – today

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2024
[c22]
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Soomin Lee, Eilon Sheetrit, Omar Alonso, Avihai Mejer:
Product Query Recommendation for Enriching Suggested Q&As. CHIIR 2024: 352-357
2023
[j20]
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Mohammad Taha Toghani, Soomin Lee, César A. Uribe:
PARS-Push: Personalized, Asynchronous and Robust Decentralized Optimization. IEEE Control. Syst. Lett. 7: 361-366 (2023)
[j19]
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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): 1013-1025 (2023)
[j18]
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Miran Lee, Qun Wei, Soomin Lee, Heejoon Park:
DDM-HSA: Dual Deterministic Model-Based Heart Sound Analysis for Daily Life Monitoring. Sensors 23(5): 2423 (2023)
[c21]
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Soobeom Jang, Soomin Lee, Junha Park, Jong-Seok Lee:
Leveraging Feature Interaction for Modeling User-Item Interaction in Recommender Systems. SMC 2023: 5108-5113
2022
[j17]
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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: 100045 (2022)
[j16]
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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): 12070-12077 (2022)
[j15]
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Jinyoung Choi, Soomin Lee, Seonyoung Kim, Dongil Kim, Hyungshin Kim:
Depressed Mood Prediction of Elderly People with a Wearable Band. Sensors 22(11): 4174 (2022)
[j14]
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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): 6465 (2022)
[i11]
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  - journals/corr/abs-2209-08409
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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 abs/2209.08409 (2022)
[i10]
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  - journals/corr/abs-2210-01176
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Mohammad Taha Toghani, Soomin Lee, César A. Uribe:
PersA-FL: Personalized Asynchronous Federated Learning. CoRR abs/2210.01176 (2022)
2021
[j13]
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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): 171-210 (2021)
[j12]
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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): 6294 (2021)
[c20]
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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: 1389-1404
2020
[j11]
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Guanghui Lan, Soomin Lee, Yi Zhou:
Communication-efficient algorithms for decentralized and stochastic optimization. Math. Program. 180(1): 237-284 (2020)
[j10]
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Santiago Paternain, Soomin Lee, Michael M. Zavlanos, Alejandro Ribeiro:
Distributed Constrained Online Learning. IEEE Trans. Signal Process. 68: 3486-3499 (2020)
[c19]
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César A. Uribe, Soomin Lee, Alexander V. Gasnikov, Angelia Nedic:
A Dual Approach for Optimal Algorithms in Distributed Optimization over Networks. ITA 2020: 1-37
[i9]
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  - journals/corr/abs-2008-01739
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Wasi Uddin Ahmad, Xiao Bai, Soomin Lee, Kai-Wei Chang:
Select, Extract and Generate: Neural Keyphrase Generation with Syntactic Guidance. CoRR abs/2008.01739 (2020)

2010 – 2019

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2019
[c18]
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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: 219-223
[c17]
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Santiago Paternain, Soomin Lee, Michael M. Zavlanos, Alejandro Ribeiro:
Constrained Online Learning in Networks with Sublinear Regret and Fit. CDC 2019: 5486-5493
[c16]
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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: 271-277
2018
[j9]
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Charles Freundlich, Soomin Lee, Michael M. Zavlanos:
Distributed Active State Estimation With User-Specified Accuracy. IEEE Trans. Autom. Control. 63(2): 418-433 (2018)
[j8]
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Soomin Lee, Nikolaos Chatzipanagiotis, Michael M. Zavlanos:
Complexity Certification of a Distributed Augmented Lagrangian Method. IEEE Trans. Autom. Control. 63(3): 827-834 (2018)
[j7]
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Soomin Lee, Michael M. Zavlanos:
Approximate Projection Methods for Decentralized Optimization With Functional Constraints. IEEE Trans. Autom. Control. 63(10): 3248-3260 (2018)
[j6]
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Soomin Lee, Angelia Nedic, Maxim Raginsky:
Coordinate Dual Averaging for Decentralized Online Optimization With Nonseparable Global Objectives. IEEE Trans. Control. Netw. Syst. 5(1): 34-44 (2018)
[c15]
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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: 161-162
[c14]
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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: 353-354
[i8]
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César A. Uribe, Soomin Lee, Alexander V. Gasnikov, Angelia Nedic:
A Dual Approach for Optimal Algorithms in Distributed Optimization over Networks. CoRR abs/1809.00710 (2018)
2017
[j5]
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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): 2:1-2:9 (2017)
[j4]
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Soomin Lee, Angelia Nedic, Maxim Raginsky:
Stochastic Dual Averaging for Decentralized Online Optimization on Time-Varying Communication Graphs. IEEE Trans. Autom. Control. 62(12): 6407-6414 (2017)
[c13]
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Soomin Lee, Nikolaos Chatzipanagiotis, Michael M. Zavlanos:
A distributed augmented Lagrangian method for model predictive control. CDC 2017: 2888-2893
[i7]
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Guanghui Lan, Soomin Lee, Yi Zhou:
Communication-Efficient Algorithms for Decentralized and Stochastic Optimization. CoRR abs/1701.03961 (2017)
[i6]
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Charles Freundlich, Soomin Lee, Michael M. Zavlanos:
Distributed Active State Estimation with User-Specified Accuracy. CoRR abs/1706.01576 (2017)
[i5]
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César A. Uribe, Soomin Lee, Alexander V. Gasnikov, Angelia Nedic:
Optimal Algorithms for Distributed Optimization. CoRR abs/1712.00232 (2017)
2016
[j3]
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Soomin Lee, Angelia Nedic:
Asynchronous Gossip-Based Random Projection Algorithms Over Networks. IEEE Trans. Autom. Control. 61(4): 953-968 (2016)
[c12]
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Soomin Lee, Michael M. Zavlanos:
Distributed primal-dual methods for online constrained optimization. ACC 2016: 7171-7176
[c11]
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Soomin Lee, Michael M. Zavlanos:
Approximate projections for decentralized optimization with SDP constraints. CDC 2016: 1030-1035
[c10]
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Charles Freundlich, Soomin Lee, Michael M. Zavlanos:
Distributed estimation and control for robotic sensor networks. CDC 2016: 3518-3523
[c9]
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Soomin Lee, Alejandro Ribeiro, Michael M. Zavlanos:
Distributed continuous-time online optimization using saddle-point methods. CDC 2016: 4314-4319
2015
[c8]
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Angelia Nedic, Soomin Lee, Maxim Raginsky:
Decentralized online optimization with global objectives and local communication. ACC 2015: 4497-4503
[i4]
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Soomin Lee, Angelia Nedic, Maxim Raginsky:
Decentralized Online Optimization with Global Objectives and Local Communication. CoRR abs/1508.07933 (2015)
2014
[j2]
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Angelia Nedic, Soomin Lee:
On Stochastic Subgradient Mirror-Descent Algorithm with Weighted Averaging. SIAM J. Optim. 24(1): 84-107 (2014)
2013
[b1]
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Soomin Lee:
Optimization over networks: Efficient algorithms and analysis. University of Illinois Urbana-Champaign, USA, 2013
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Soomin Lee, Angelia Nedic:
Distributed Random Projection Algorithm for Convex Optimization. IEEE J. Sel. Top. Signal Process. 7(2): 221-229 (2013)
[c7]
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Soomin Lee, Angelia Nedic:
Epoch gradient descent for smoothed hinge-loss linear SVMs. ACC 2013: 4789-4794
[c6]
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Soomin Lee, Angelia Nedic:
Gossip-based random projection algorithm for distributed optimization: Error bound. CDC 2013: 6874-6879
[c5]
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Soomin Lee, Angelia Nedic:
Distributed mini-batch random projection algorithms for reduced communication overhead. GlobalSIP 2013: 559-562
[i3]
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Soomin Lee, Angelia Nedic:
Asynchronous Gossip-Based Random Projection Algorithms Over Networks. CoRR abs/1304.1757 (2013)
[i2]
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Angelia Nedic, Soomin Lee:
On Stochastic Subgradient Mirror-Descent Algorithm with Weighted Averaging. CoRR abs/1307.1879 (2013)
2012
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Soomin Lee, Angelia Nedic:
DrSVM: Distributed random projection algorithms for SVMs. CDC 2012: 5286-5291
[i1]
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Soomin Lee, Angelia Nedich:
Distributed Random Projection Algorithm for Convex Optimization. CoRR abs/1211.5611 (2012)

2000 – 2009

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2008
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Soomin Lee, Benjamin W. Wah:
Finding Good Starting Points for Solving Structured and Unstructured Nonlinear Constrained Optimization Problems. ICTAI (1) 2008: 469-476
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Soomin Lee, Benjamin W. Wah:
Finding Good Starting Points for Solving Nonlinear Constrained Optimization Problems by Parallel Decomposition. MICAI 2008: 65-76
2007
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Benjamin W. Wah, Soomin Lee:
Hypergraph Partitioning for Exploiting Localities in Nonlinear Constrained Optimization. ICTAI (1) 2007: 3-10

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