Sungwon Kim

37 papers A* 1B 1Journal 27Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Designing a robust extreme gradient boosting model with SHAP-based interpretation for predicting carbonation depth in recycled aggregate concrete.
Artif. Intell. Rev.
Meysam Alizamir, Aliakbar Gholampour, Sungwon Kim, Salim Heddam, Jaehwan Kim
2026 J jnl
Enhancing the prediction of heating and cooling loads in residential buildings using explainable XGBoost: a comparative analysis of SHAP and LIME techniques.
Artif. Intell. Rev.
Meysam Alizamir, Sungwon Kim, Salim Heddam, Aliakbar Gholampour, Hyoun-Seok Moon
2025 J jnl
An efficient data fusion model based on Bayesian model averaging for robust water quality prediction using deep learning strategies.
Expert Syst. Appl.
Meysam Alizamir, Kayhan Moradveisi, Kaywan Othman Ahmed, Jamil Bahrami, Sungwon Kim, Salim Heddam
2025 J jnl
BiomedSQL: Text-to-SQL for Scientific Reasoning on Biomedical Knowledge Bases.
CoRR
Mathew J. Koretsky, Maya Willey, Adi Asija, Owen Bianchi, Chelsea X. Alvarado, Tanay Nayak, Nicole Kuznetsov, Sungwon Kim, Mike A. Nalls, Daniel Khashabi, Faraz Faghri
2025 J jnl
Challenging the Evaluator: LLM Sycophancy Under User Rebuttal.
CoRR
Sungwon Kim, Daniel Khashabi
2025 J jnl
Corrections to "Enhancing Metal Surface Defect Recognition Through Image Patching and Synthetic Defect Generation".
IEEE Access
Bekhzod Mustafaev, Sungwon Kim, Eungsoo Kim
2025 J jnl
Predicting water quality variables using gradient boosting machine: global versus local explainability using SHapley Additive Explanations (SHAP).
Earth Sci. Informatics
Khaled Merabet, Fabio Di Nunno, Francesco Granata, Sungwon Kim, Rana Muhammad Adnan, Salim Heddam, Özgür Kisi, Mohammad Zounemat-Kermani
2025 A* conf
Thickness-aware E(3)-Equivariant 3D Mesh Neural Networks.
ICML
Sungwon Kim, Namkyeong Lee, Yunyoung Doh, Seungmin Shin, Guimok Cho, Seung-Won Jeon, Sangkook Kim, Chanyoung Park
2025 J jnl
Thickness-aware E(3)-Equivariant 3D Mesh Neural Networks.
CoRR
Sungwon Kim, Namkyeong Lee, Yunyoung Doh, Seungmin Shin, Guimok Cho, Seung-Won Jeon, Sangkook Kim, Chanyoung Park
2023 J jnl
Enhancing Metal Surface Defect Recognition Through Image Patching and Synthetic Defect Generation.
IEEE Access
Bekhzod Mustafaev, Sungwon Kim, Eungsoo Kim
2023 J jnl
Improving the accuracy of daily solar radiation prediction by climatic data using an efficient hybrid deep learning model: Long short-term memory (LSTM) network coupled with wavelet transform.
Eng. Appl. Artif. Intell.
Meysam Alizamir, Jalal Shiri, Ahmad Fakheri Fard, Sungwon Kim, Alireza Docheshmeh Gorgij, Salim Heddam, Vijay P. Singh
2023 J jnl
River water temperature prediction using hybrid machine learning coupled signal decomposition: EWT versus MODWT.
Ecol. Informatics
Salim Heddam, Khaled Merabet, Salah Difi, Sungwon Kim, Mariusz Ptak, Mariusz Sojka, Mohammad Zounemat-Kermani, Özgür Kisi
2022 — conf
A Bounding-Box Regression Model for Colorectal Tumor Detection in CT Images Via Two Contrary Networks.
EMBC
Yongsoo Kim, Seungbin Park, Hannah Kim, Seung-seob Kim, Joon Seok Lim, Sungwon Kim, Kihwan Choi, Hyunseok Seo
2022 J jnl
A Novel Method to Inspect 3D Ball Joint Socket Products Using 2D Convolutional Neural Network with Spatial and Channel Attention.
Sensors
Bekhzod Mustafaev, Tursunov Anvarjon, Sungwon Kim, Eungsoo Kim
2022 J jnl
Groundwater level prediction using machine learning models: A comprehensive review.
Neurocomputing
Hai Tao, Mohammed Majeed Hameed, Haydar Abdulameer Marhoon, Mohammad Zounemat-Kermani, Salim Heddam, Sungwon Kim, Sadeq Oleiwi Sulaiman, Mou Leong Tan, Zulfaqar Sa'adi, Ali Danandeh Mehr, Mohammed Falah Allawi, Sani Isah Abba, Jasni Mohamad Zain, Mayadah Waheed Falah, Mehdi Jamei, Neeraj Dhanraj Bokde, Maryam Bayatvarkeshi, Mustafa Al-Mukhtar, Suraj Kumar Bhagat, Tiyasha Tiyasha, Khaled Mohamed Khedher, Nadhir Al-Ansari, Shamsuddin Shahid, Zaher Mundher Yaseen
2022 J jnl
Integration of Multiple Models with Hybrid Artificial Neural Network-Genetic Algorithm for Soil Cation-Exchange Capacity Prediction.
Complex.
Mahmood Shahabi, Mohammad Ali Ghorbani, Sujay Raghavendra Naganna, Sungwon Kim, Sinan Jasim Hadi, Samed Inyurt, Aitazaz Ahsan Farooque, Zaher Mundher Yaseen
2022 J jnl
Self-supervised inter- and intra-slice correlation learning for low-dose CT image restoration without ground truth.
Expert Syst. Appl.
Kihwan Choi, Joon Seok Lim, Sungwon Kim
2021 J jnl
In Vivo Investigation of Noncontact Rapid Photothermal Hemostasis on Venous and Arterial Bleeding.
IEEE Trans. Biomed. Eng.
Myeongjin Kim, Van Gia Truong, Sungwon Kim, Hyejin Kim, Thomas Hasenberg, Hyun Wook Kang
2021 J jnl
Modelling daily soil temperature by hydro-meteorological data at different depths using a novel data-intelligence model: deep echo state network model.
Artif. Intell. Rev.
Meysam Alizamir, Sungwon Kim, Mohammad Zounemat-Kermani, Salim Heddam, Amin Hasanalipour Shahrabadi, Bahram Gharabaghi
2020 — conf
19.1 A Scalable Cryo-CMOS 2-to-20GHz Digitally Intensive Controller for 4×32 Frequency Multiplexed Spin Qubits/Transmons in 22nm FinFET Technology for Quantum Computers.
ISSCC
Bishnu Patra, Jeroen P. G. van Dijk, Sushil Subramanian, Andrea Corna, Xiao Xue, Charles Jeon, Farhana Sheikh, Esdras Juarez Hernandez, Brando Perez Esparza, Huzaifa Rampurawala, Brent R. Carlton, Nodar Samkharadze, Surej Ravikumar, Carlos Nieva, Sungwon Kim, Hyung-Jin Lee, Amir Sammak, Giordano Scappucci, Menno Veldhorst, Lieven M. K. Vandersypen, Masoud Babaie, Fabio Sebastiano, Edoardo Charbon, Stefano Pellerano
2020 J jnl
A Scalable Cryo-CMOS Controller for the Wideband Frequency-Multiplexed Control of Spin Qubits and Transmons.
IEEE J. Solid State Circuits
Jeroen Petrus Gerardus van Dijk, Bishnu Patra, Sushil Subramanian, Xiao Xue, Nodar Samkharadze, Andrea Corna, Charles Jeon, Farhana Sheikh, Esdras Juarez Hernandez, Brando Perez Esparza, Huzaifa Rampurawala, Brent R. Carlton, Surej Ravikumar, Carlos Nieva, Sungwon Kim, Hyung-Jin Lee, Amir Sammak, Giordano Scappucci, Menno Veldhorst, Lieven M. K. Vandersypen, Edoardo Charbon, Stefano Pellerano, Masoud Babaie, Fabio Sebastiano
2020 J jnl
Development and evaluation of the cascade correlation neural network and the random forest models for river stage and river flow prediction in Australia.
Soft Comput.
Mohammad Ali Ghorbani, Ravinesh C. Deo, Sungwon Kim, Mahsa Hasanpour Kashani, Vahid Karimi, Maryam Izadkhah
2020 J jnl
Solar Radiation Estimation in Mediterranean Climate by Weather Variables Using a Novel Bayesian Model Averaging and Machine Learning Methods.
Neural Process. Lett.
Özgür Kisi, Meysam Alizamir, Slavisa Trajkovic, Jalal Shiri, Sungwon Kim
2020 J jnl
StatNet: Statistical Image Restoration for Low-Dose CT using Deep Learning.
IEEE J. Sel. Top. Signal Process.
Kihwan Choi, Joon Seok Lim, Sungwon Kim
2020 — conf
Statistical Image Restoration for Low-Dose CT using Convolutional Neural Networks
EMBC
Kihwan Choi, Sungwon Kim
2020 — conf
The Diffusion Barriers of AI Mobility Service: the Case of TADA.
ICAIIC
Sungwon Kim, Hyunae Park, Hwansoo Lee
2020 J jnl
Uncertainty-Quantified Hybrid Machine Learning/Density Functional Theory High Throughput Screening Method for Crystals.
J. Chem. Inf. Model.
Juhwan Noh, Geun Ho Gu, Sungwon Kim, Yousung Jung
2019 — conf
Semi-Supervised Learning for Low-Dose CT Image Restoration with Hierarchical Deep Generative Adversarial Network (HD-GAN).
EMBC
Kihwan Choi, Malinda Vania, Sungwon Kim
2015 J jnl
Assessment of Pan Evaporation Modeling Using Bootstrap Resampling and Soft Computing Methods.
J. Comput. Civ. Eng.
Sungwon Kim, Youngmin Seo, Vijay P. Singh
2015 — conf
Computation of Daily Solar Radiation Using Wavelet and Support Vector Machines: A Case Study.
ICHSA
Sungwon Kim, Youngmin Seo, Vijay P. Singh
2015 — conf
Physical Interpretation of River Stage Forecasting Using Soft Computing and Optimization Algorithms.
ICHSA
Youngmin Seo, Sungwon Kim, Vijay P. Singh
2013 J jnl
Characteristics of Korean personal names.
J. Assoc. Inf. Sci. Technol.
Sungwon Kim, Seongyun Cho
2010 B conf
Age Invariant Regime for Multi-Source Content Update in Mobile Opportunistic Networks.
GLOBECOM
Sungwon Kim, Do Young Eun
2010 J jnl
Superdiffusive Behavior of Mobile Nodes and Its Impact on Routing Protocol Performance.
IEEE Trans. Mob. Comput.
Sungwon Kim, Chul-Ho Lee, Do Young Eun
2009 J jnl
A mobile video service trial: TOEST.
Libr. Hi Tech
Sungwon Kim
2008 — conf
Impact of Super-Diffusive Behavior on Routing Performance in Delay Tolerant Networks.
ICC
Sungwon Kim, Do Do Eun
2008 J jnl
Super-diffusive behavior of mobile nodes from GPS traces.
ACM SIGMOBILE Mob. Comput. Commun. Rev.
Sungwon Kim, Chul-Ho Lee, Do Young Eun