Sungwoo Park

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 53

Top Topics

Regret Minimization

Diffusion Models

Top Venues

IEEE Robotics Autom. Lett.

IEEE Trans. Wirel. Commun.

Publications

Sungwoo Park, Jaeuk Moon, Seungwon Jung, Seungmin Rho, Eenjun Hwang
Explainable influenza forecasting scheme using DCC-based feature selection. Data Knowl. Eng. 149 (2024)
Sungwoo Park, Donghyun Hwang
Three-Axis Flat and Lightweight Force/Torque Sensor for Enhancing Kinesthetic Sensing Capability of Robotic Hand. IEEE Trans. Ind. Electron. 71 (10) (2024)
Sungwoo Park, Junyeop Kwon, Byeongnoh Kim, Suhyun Chae, Jeeyong Lee, Dabeen Lee
Parameter-Free Algorithms for Performative Regret Minimization under Decision-Dependent Distributions. CoRR (2024)
Sungwoo Park, Seyeon Oh, Min-Soo Kim
INFINEL: An efficient GPU-based processing method for unpredictable large output graph queries. PPoPP (2024)
Sungwoo Park, Jaeuk Moon, Eenjun Hwang
Data generation scheme for photovoltaic power forecasting using Wasserstein GAN with gradient penalty combined with autoencoder and regression models. Expert Syst. Appl. 257 (2024)
Sungwoo Park, Dongjun Kim, Ahmed Alaa
Mean-field Chaos Diffusion Models. CoRR (2024)
Jong Hyeon Lee, Jae Woo Shim, Min Hyuk Lim, Changhoon Baek, Byoungjun Jeon, Minwoo Cho, Sungwoo Park, Dong Hyun Choi, Byeong Soo Kim, Dan Yoon, Young Gyun Kim, Seung Yeon Cho, Kyung-Min Lee, Myoung-Souk Yeo, Hangman Zo, Sang Do Shin, Sungwan Kim
Towards optimal design of patient isolation units in emergency rooms to prevent airborne virus transmission: From computational fluid dynamics to data-driven modeling. Comput. Biol. Medicine 173 (2024)
Yulu Gan, Sungwoo Park, Alexander Schubert, Anthony Philippakis, Ahmed M. Alaa
InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists. ICLR (2024)
Jaeuk Moon, Seungwon Jung, Sungwoo Park, Eenjun Hwang
RESEAT: Recurrent Self-Attention Network for Multi-Regional Influenza Forecasting. IEEE J. Biomed. Health Informatics 27 (5) (2023)
Sungwoo Park, Sang-Rok Oh, Donghyun Hwang
MagTac: Magnetic Six-Axis Force/Torque Fingertip Tactile Sensor for Robotic Hand Applications. ICRA (2023)
Yulu Gan, Sungwoo Park, Alexander Schubert, Anthony Philippakis, Ahmed M. Alaa
InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists. CoRR (2023)
Geumbyeol Hwang, Sunwon Hong, Seunghyun Lee, Sungwoo Park, Gyeongsu Chae
DisCoHead: Audio-and-Video-Driven Talking Head Generation by Disentangled Control of Head Pose and Facial Expressions. ICASSP (2023)
Jaeuk Moon, Yoona Noh, Sungwoo Park, Eenjun Hwang
Model-agnostic meta-learning-based region-adaptive parameter adjustment scheme for influenza forecasting. J. King Saud Univ. Comput. Inf. Sci. 35 (1) (2023)
Geumbyeol Hwang, Sunwon Hong, Seunghyun Lee, Sungwoo Park, Gyeongsu Chae
DisCoHead: Audio-and-Video-Driven Talking Head Generation by Disentangled Control of Head Pose and Facial Expressions. CoRR (2023)
Sungjun Cho, Seunghyuk Cho, Sungwoo Park, Hankook Lee, Honglak Lee, Moontae Lee
Curve Your Attention: Mixed-Curvature Transformers for Graph Representation Learning. CoRR (2023)
Sungwoo Park, Jaeuk Moon, Seongkuk Cho, Eenjun Hwang
Instance segmentation-based review photo validation scheme. J. Supercomput. 79 (3) (2023)
Jinwoong Park, Sungwoo Park, Jonghwa Shim, Eenjun Hwang
Domain Hybrid Day-Ahead Solar Radiation Forecasting Scheme. Remote. Sens. 15 (6) (2023)
Sungwoo Park, Byoungwoo Park, Moontae Lee, Changhee Lee
Neural Stochastic Differential Games for Time-series Analysis. ICML (2023)
Jungsun Park, Hyeongseok Wi, Sungwoo Park
Crying Sea, The Sound Installation: Artistic Considerations for Coexistence between Human and Technology. J. Multim. Inf. Syst. 9 (1) (2022)
Jinho Lee, Sungwoo Park, Jungyu Ahn, Jonghun Kwak
ETF Portfolio Construction via Neural Network trained on Financial Statement Data. CoRR (2022)
Seungwon Jung, Jaeuk Moon, Sungwoo Park, Eenjun Hwang
Self-Attention-Based Deep Learning Network for Regional Influenza Forecasting. IEEE J. Biomed. Health Informatics 26 (2) (2022)
Jihoon Moon, Sungwoo Park, Eenjun Hwang, Seungmin Rho
A Hybrid Tree-Based Ensemble Learning Model for Day-Ahead Peak Load Forecasting. HSI (2022)
Chang-Seob Song, Gyungtak Yang, Sungwoo Park, Namseon Jang, Soobin Jeon, Sang-Rok Oh, Donghyun Hwang
On the Design of Integrated Tele-Monitoring/ Operation System for Therapeutic Devices in Isolation Intensive Care Unit. IEEE Robotics Autom. Lett. 7 (4) (2022)
Jonghun Kwak, Jungyu Ahn, Jinho Lee, Sungwoo Park
Shai-am: A Machine Learning Platform for Investment Strategies. CoRR (2022)
Patrick Kwon, Jaeseong You, Gyuhyeon Nam, Sungwoo Park, Gyeongsu Chae
KoDF: A Large-scale Korean DeepFake Detection Dataset. CoRR (2021)
Sungwoo Park, Donghyun Hwang
Softness-Adaptive Pinch-Grasp Strategy Using Fingertip Tactile Information of Robot Hand. IEEE Robotics Autom. Lett. 6 (4) (2021)
Seungmin Jung, Jihoon Moon, Sungwoo Park, Eenjun Hwang
An Attention-Based Multilayer GRU Model for Multistep-Ahead Short-Term Load Forecasting. Sensors 21 (5) (2021)
Sungwoo Park, Seungmin Jung, Seungwon Jung, Seungmin Rho, Eenjun Hwang
Sliding window-based LightGBM model for electric load forecasting using anomaly repair. J. Supercomput. 77 (11) (2021)
Patrick Kwon, Jaeseong You, Gyuhyeon Nam, Sungwoo Park, Gyeongsu Chae
KoDF: A Large-scale Korean DeepFake Detection Dataset. ICCV (2021)
Jaeuk Moon, Seungwon Jung, Sungwoo Park, Eenjun Hwang
Conditional Tabular GAN-Based Two-Stage Data Generation Scheme for Short-Term Load Forecasting. IEEE Access 8 (2020)
Sungwoo Park, Namseon Jang, Yong Seok Ihn, Sungwook Yang, Jinwoo Jeong, Sehyuk Yim, Sang-Rok Oh, Keehoon Kim, Donghyun Hwang
A Tele-Operated Microsurgical Forceps-Driver With a Variable Stiffness Haptic Feedback Master Device. IEEE Robotics Autom. Lett. 5 (2) (2020)
Sungwoo Park, Jihoon Moon, Eenjun Hwang
Explainable Anomaly Detection for District Heating Based on Shapley Additive Explanations. ICDM (Workshops) (2020)
Seungwon Jung, Jihoon Moon, Sungwoo Park, Seungmin Rho, Sung Wook Baik, Eenjun Hwang
Bagging Ensemble of Multilayer Perceptrons for Missing Electricity Consumption Data Imputation. Sensors 20 (6) (2020)
Sungwoo Park, Anum Ali, Nuria González Prelcic, Robert W. Heath Jr.
Spatial Channel Covariance Estimation for Hybrid Architectures Based on Tensor Decompositions. IEEE Trans. Wirel. Commun. 19 (2) (2020)
Sungwoo Park, Anum Ali, Nuria González Prelcic, Robert W. Heath Jr.
Spatial Channel Covariance Estimation for Hybrid Architectures Based on Tensor Decompositions. CoRR (2019)
Jehyeok Rew, Sungwoo Park, Yongjang Cho, Seungwon Jung, Eenjun Hwang
Animal Movement Prediction Based on Predictive Recurrent Neural Network. Sensors 19 (20) (2019)
Sungwoo Park, Namseon Jang, Jinwoo Jeong, Yong Seok Ihn, Sehyuk Yim, Sungwook Yang, Keehoon Kim, Sang-Rok Oh, Donghyun Hwang
Development of a Surgical-Forceps Driver with an Embedded High-precision Tiny Force Sensor Module. CBS (2019)
Jihoon Moon, Sungwoo Park, Seungmin Rho, Eenjun Hwang
A comparative analysis of artificial neural network architectures for building energy consumption forecasting. Int. J. Distributed Sens. Networks 15 (9) (2019)
Sungwoo Park, Robert W. Heath Jr.
Spatial Channel Covariance Estimation for the Hybrid MIMO Architecture: A Compressive Sensing-Based Approach. IEEE Trans. Wirel. Commun. 17 (12) (2018)
Sungwoo Park, Anum Ali, Nuria González Prelcic, Robert W. Heath Jr.
Spatial Channel Covariance Estimation for the Hybrid Architecture at a Base Station: A Tensor-Decomposition-Based Approach. GlobalSIP (2018)
Sungwoo Park, Jeonghun Park, Ali Yazdan, Robert W. Heath Jr.
Exploiting Spatial Channel Covariance for Hybrid Precoding in Massive MIMO Systems. IEEE Trans. Signal Process. 65 (14) (2017)
Jeonghun Park, Sungwoo Park, Ali Yazdan, Robert W. Heath Jr.
Dynamic bit selection in mixed-ADC cloud-RAN systems. ICC (2017)
Jeonghun Park, Sungwoo Park, Ali Yazdan, Robert W. Heath Jr.
Optimization of Mixed-ADC Multi-Antenna Systems for Cloud-RAN Deployments. IEEE Trans. Commun. 65 (9) (2017)
Sungwoo Park, Jeonghun Park, Robert W. Heath Jr., Ali Yazdan
Hybrid precoding using long-term channel statistics for massive MIMO systems. ICASSP (2017)
Sungwoo Park, Ahmed Alkhateeb, Robert W. Heath Jr.
Dynamic Subarrays for Hybrid Precoding in Wideband mmWave MIMO Systems. IEEE Trans. Wirel. Commun. 16 (5) (2017)
Sungwoo Park, Jeonghun Park, Ali Yazdan, Robert W. Heath Jr.
Optimal User Loading in Massive MIMO Systems With Regularized Zero Forcing Precoding. IEEE Wirel. Commun. Lett. 6 (1) (2017)
Sungwoo Park, James M. Finley
Characterizing dynamic balance during adaptive locomotor learning. EMBC (2017)
Sungwoo Park, Robert W. Heath Jr.
Spatial Channel Covariance Estimation for the Hybrid MIMO Architecture: A Compressive Sensing Based Approach. CoRR (2017)
Sungwoo Park, Ahmed Alkhateeb, Robert W. Heath Jr.
Dynamic Subarrays for Hybrid Precoding in Wideband mmWave MIMO Systems. CoRR (2016)
Sungwoo Park
A Constraint-Reduced Algorithm for Semidefinite Optimization Problems with Superlinear Convergence. J. Optim. Theory Appl. 170 (2) (2016)
Sungwoo Park, Jeonghun Park, Ali Yazdan Panah, Robert W. Heath Jr.
Optimal User Loading in Massive MIMO Systems with Regularized Zero Forcing Precoding. CoRR (2016)
Sungwoo Park, Robert W. Heath Jr.
Spatial channel covariance estimation for mmWave hybrid MIMO architecture. ACSSC (2016)
Sungwoo Park, Ahmed Alkhateeb, Robert W. Heath Jr.
Dynamic subarray architecture for wideband hybrid precoding in millimeter wave massive MIMO systems. GlobalSIP (2016)
Sungwoo Park, Robert W. Heath Jr.
Frequency Selective Hybrid Precoding in Millimeter Wave OFDMA Systems. GLOBECOM (2015)
Sungwoo Park, Dianne P. O'Leary
A Polynomial Time Constraint-Reduced Algorithm for Semidefinite Optimization Problems. J. Optim. Theory Appl. 166 (2) (2015)
Sungwoo Park, Robert C. Daniels, Robert W. Heath Jr.
Optimizing the Target Error Rate for Link Adaptation. GLOBECOM (2015)
Jonghyun Park, Jeongbong Seo, Sungwoo Park, Gyesik Lee
Mechanizing Metatheory Without Typing Contexts. J. Autom. Reason. 52 (2) (2014)
Wonyeol Lee, Sungwoo Park
A proof system for separation logic with magic wand. POPL (2014)
Jonghyun Park, Jeongbong Seo, Sungwoo Park
A theorem prover for Boolean BI. POPL (2013)
Jeongbong Seo, Sungwoo Park
Judgmental subtyping systems with intersection types and modal types. Acta Informatica 50 (7-8) (2013)
Hyeonseung Im, Keiko Nakata, Sungwoo Park
Contractive Signatures with Recursive Types, Type Parameters, and Abstract Types. ICALP (2) (2013)
Hyeonseung Im, Sungwoo Park
Group skyline computation. Inf. Sci. 188 (2012)
Dongwon Kim, Hyeonseung Im, Sungwoo Park
Computing Exact Skyline Probabilities for Uncertain Databases. IEEE Trans. Knowl. Data Eng. 24 (12) (2012)
Hyeonseung Im, Jonghyun Park, Sungwoo Park
Parallel skyline computation on multicore architectures. Inf. Syst. 36 (4) (2011)
Hyeonseung Im, Keiko Nakata, Jacques Garrigue, Sungwoo Park
A syntactic type system for recursive modules. OOPSLA (2011)
Sungwoo Park, Hyeonseung Im
A calculus for hardware description. J. Funct. Program. 21 (1) (2011)
Sungwoo Park, Hyeonseung Im
A modal logic internalizing normal proofs. Inf. Comput. 209 (12) (2011)
Sungwoo Park, Jonghyun Park
Towards a Cut-free Sequent Calculus for Boolean BI. PSPL@LICS (2010)
Sungwoo Park, Dianne P. O'Leary
Portfolio Selection Using Tikhonov Filtering to Estimate the Covariance Matrix. SIAM J. Financial Math. 1 (1) (2010)
Sungwoo Park, Seung-won Hwang
A logical account of uncertain databases based on linear logic. ICDT (2009)
Sungwoo Park, Hyeonseung Im
Type-safe higher-order channels with channel locality. J. Funct. Program. 19 (1) (2009)
Sungwoo Park, Taekyung Kim, Jonghyun Park, Jinha Kim, Hyeonseung Im
Parallel Skyline Computation on Multicore Architectures. ICDE (2009)
Sungwoo Park, Jinha Kim, Hyeonseung Im
Functional netlists. ICFP (2008)
Sungwoo Park, Frank Pfenning, Sebastian Thrun
A probabilistic language based on sampling functions. ACM Trans. Program. Lang. Syst. 31 (1) (2008)
JongSeob Baek, Sungwoo Park, Jong-Soo Seo
Novel Techniques to Minimize the Error Propagation of Decision Feedback Equalizer in 8VSB DTV System. IEEE Trans. Broadcast. 53 (2) (2007)
JongSeob Baek, Sungwoo Park, Jong-Soo Seo
Fast Start-Up Decision Feedback Equalizer Based on Channel Estimation for 8VSB DTV System. IEEE Trans. Broadcast. 53 (1) (2007)
Sungwoo Park
Type-safe higher-order channels in ML-like languages. ICFP (2007)
Sungwoo Park
A Modal Language for the Safety of Mobile Values. APLAS (2006)
JongSeob Baek, Sungwoo Park, Jong-Soo Seo
Novel Techniques to minimize the Error Propagation of Decision Feedback Equalizer in 8VSB DTV System. VTC Spring (2006)
Sungwoo Park, Frank Pfenning, Sebastian Thrun
A probabilistic language based upon sampling functions. POPL (2005)
Sungwoo Park, Hyundong Shin, Jae Hong Lee
Capacity statistics and scheduling gain for MIMO systems in correlated Rayleigh fading. VTC Fall (2) (2004)
Kevin Donnelly, Tyler Gibson, Neel Krishnaswami, Stephen Magill, Sungwoo Park
The Inverse Method for the Logic of Bunched Implications. LPAR (2004)
Sungwoo Park
A calculus for probabilistic languages. TLDI (2003)
Sungwoo Park, Taisook Han
Iterative inversion of fuzzified neural networks. IEEE Trans. Fuzzy Syst. 8 (3) (2000)
Sungwoo Park, Taisook Han
Object-Oriented VRML for Multi-User Environments. VRML (1997)