Sangdon Park

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 57

Top Topics

Pricing Schemes

Cognitive Radio

Covariate Shift

Top Venues

IEEE Internet Things J.

Publications

Hyejin Park, Jeongyeon Hwang, Sunung Mun, Sangdon Park, Jungseul Ok
MedBN: Robust Test-Time Adaptation against Malicious Test Samples. CoRR (2024)
Alaelddin Fuad Yousif Mohammed, Joohyung Lee, Sangdon Park
Dynamic Bandwidth Slicing in Passive Optical Networks to Empower Federated Learning. Sensors 24 (15) (2024)
Sangdon Park, Taesoo Kim
PAC Neural Prediction Set Learning to Quantify the Uncertainty of Generative Language Models. CoRR (2023)
Sangdon Park, Xiang Cheng, Taesoo Kim
Unsafe's Betrayal: Abusing Unsafe Rust in Binary Reverse Engineering toward Finding Memory-safety Bugs via Machine Learning. CoRR (2022)
Shuo Li, Sangdon Park, Xiayan Ji, Insup Lee, Osbert Bastani
Towards PAC Multi-Object Detection and Tracking. CoRR (2022)
Ramneet Kaur, Susmit Jha, Anirban Roy, Sangdon Park, Edgar Dobriban, Oleg Sokolsky, Insup Lee
iDECODe: In-distribution Equivariance for Conformal Out-of-distribution Detection. CoRR (2022)
Min Woo Kim, Il-Hwan Kim, Jaehyoun Kim, Oh Jeong Ha, Jinsook Chang, Sangdon Park
A Study on Personal Information Protection amid the COVID-19 Pandemic. KSII Trans. Internet Inf. Syst. 16 (12) (2022)
Jaeseob Han, Gyeong Ho Lee, Sangdon Park, Joohyung Lee, Jun Kyun Choi
A Multivariate-Time-Series-Prediction-Based Adaptive Data Transmission Period Control Algorithm for IoT Networks. IEEE Internet Things J. 9 (1) (2022)
Jangkyum Kim, Joohyung Lee, Sangdon Park, Jun Kyun Choi
Power Scheduling Scheme for a Charging Facility Considering the Satisfaction of Electric Vehicle Users. IEEE Access 10 (2022)
Ramneet Kaur, Susmit Jha, Anirban Roy, Sangdon Park, Edgar Dobriban, Oleg Sokolsky, Insup Lee
iDECODe: In-Distribution Equivariance for Conformal Out-of-Distribution Detection. AAAI (2022)
Sangdon Park, Osbert Bastani, Taesoo Kim
: Adaptive Conformal Consensus for Provable Blockchain Oracles. CoRR (2022)
Sangdon Park, Edgar Dobriban, Insup Lee, Osbert Bastani
PAC Prediction Sets Under Covariate Shift. ICLR (2022)
Sooyong Jang, Sangdon Park, Insup Lee, Osbert Bastani
Sequential Covariate Shift Detection Using Classifier Two-Sample Tests. ICML (2022)
Hyeonseok Seo, Hyeontaek Oh, Jun Kyun Choi, Sangdon Park
Differential Pricing-Based Task Offloading for Delay-Sensitive IoT Applications in Mobile Edge Computing System. IEEE Internet Things J. 9 (19) (2022)
Ramneet Kaur, Kaustubh Sridhar, Sangdon Park, Susmit Jha, Anirban Roy, Oleg Sokolsky, Insup Lee
CODiT: Conformal Out-of-Distribution Detection in Time-Series Data. CoRR (2022)
Jaeseob Han, Gyeong Ho Lee, Sangdon Park, Jun Kyun Choi
Joint Subcarrier and Transmission Power Allocation in OFDMA-Based WPT System for Mobile-Edge Computing in IoT Environment. IEEE Internet Things J. 9 (16) (2022)
Sangdon Park, Edgar Dobriban, Insup Lee, Osbert Bastani
PAC Prediction Sets for Meta-Learning. CoRR (2022)
Jinhwan Jeon, Yoonjin Hwang, Yongseop Jeong, Sangdon Park, In So Kweon, Seibum B. Choi
Lane Detection Aided Online Dead Reckoning for GNSS Denied Environments. Sensors 21 (20) (2021)
Sangdon Park, Shuo Li, Insup Lee, Osbert Bastani
PAC Confidence Predictions for Deep Neural Network Classifiers. ICLR (2021)
Sangdon Park, Edgar Dobriban, Insup Lee, Osbert Bastani
PAC Prediction Sets Under Covariate Shift. CoRR (2021)
Yuyang Peng, Jun Li, Han Hai, Xueqin Jiang, Fawaz Al Hazemi, Sangdon Park
Cost optimization of distributed data centers via computing workload distribution for next generation network systems. Phys. Commun. 46 (2021)
Junghyun Lee, Minkyung Kim, Sangdon Park, Jun Kyun Choi, Yoonjin Hwang
Driver Identification for Different Road Shapes Using Vehicle IoT Sensing Data. ICCE (2021)
Ramneet Kaur, Susmit Jha, Anirban Roy, Sangdon Park, Oleg Sokolsky, Insup Lee
Detecting OODs as datapoints with High Uncertainty. CoRR (2021)
Hyeontaek Oh, Sangdon Park, Jun Kyun Choi, Sungkee Noh
Deposit Decision Model for Data Brokers in Distributed Personal Data Markets Using Blockchain. IEEE Access 9 (2021)
Beomhan Baek, Joohyung Lee, Yuyang Peng, Sangdon Park
Three Dynamic Pricing Schemes for Resource Allocation of Edge Computing for IoT Environment. IEEE Internet Things J. 7 (5) (2020)
Yiannis Kantaros, Taylor J. Carpenter, Sangdon Park, Radoslav Ivanov, Sooyong Jang, Insup Lee, James Weimer
VisionGuard: Runtime Detection of Adversarial Inputs to Perception Systems. CoRR (2020)
Sangdon Park, Osbert Bastani, Nikolai Matni, Insup Lee
PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction. ICLR (2020)
Gyohun Jeong, Sangdon Park, Ganguk Hwang
Time Series Forecasting Based Day-Ahead Energy Trading in Microgrids: Mathematical Analysis and Simulation. IEEE Access 8 (2020)
Hyeontaek Oh, Sangdon Park, Gyu Myoung Lee, Jun Kyun Choi, Sungkee Noh
Competitive Data Trading Model With Privacy Valuation for Multiple Stakeholders in IoT Data Markets. IEEE Internet Things J. 7 (4) (2020)
Sangdon Park, Osbert Bastani, James Weimer, Insup Lee
Calibrated Prediction with Covariate Shift via Unsupervised Domain Adaptation. CoRR (2020)
Sangdon Park, Shuo Li, Osbert Bastani, Insup Lee
PAC Confidence Predictions for Deep Neural Network Classifiers. CoRR (2020)
Sangdon Park, Osbert Bastani, James Weimer, Insup Lee
Calibrated Prediction with Covariate Shift via Unsupervised Domain Adaptation. AISTATS (2020)
Sangdon Park, Osbert Bastani, Nikolai Matni, Insup Lee
PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction. CoRR (2020)
Jaeseob Han, Gyeong Ho Lee, Sangdon Park, Jun Kyun Choi
Joint Orthogonal Band and Power Allocation for Energy Fairness in WPT System with Nonlinear Logarithmic Energy Harvesting Model. CoRR (2020)
Jangkyum Kim, Joohyung Lee, Sangdon Park, Jun Kyun Choi
Battery-Wear-Model-Based Energy Trading in Electric Vehicles: A Naive Auction Model and a Market Analysis. IEEE Trans. Ind. Informatics 15 (7) (2019)
Yuyang Peng, Jun Li, Sangdon Park, Konglin Zhu, Mohammad Mehedi Hassan, Ahmed Alsanad
Energy-efficient cooperative transmission for intelligent transportation systems. Future Gener. Comput. Syst. 94 (2019)
Sangdon Park, Ganguk Hwang, Jun Kyun Choi
Optimal throughput analysis of multiple channel access in cognitive radio networks. Ann. Oper. Res. 277 (2) (2019)
Jaewon Ahn, Joohyung Lee, Sangdon Park, Hong-Shik Park
Power Efficient Clustering Scheme for 5G Mobile Edge Computing Environment. Mob. Networks Appl. 24 (2) (2019)
Sohee Bae, Sangdon Park
Comparison Between Seller and Buyer Pricing Systems for Energy Trading in Microgrids. IEEE Access 7 (2019)
Hyeontaek Oh, Sangdon Park, Gyu Myoung Lee, Hwanjo Heo, Jun Kyun Choi
Personal Data Trading Scheme for Data Brokers in IoT Data Marketplaces. IEEE Access 7 (2019)
Minkyung Kim, Sangdon Park, Kireem Han, Nakyoung Kim, Jun Kyun Choi
Dynamics of Electricity Consumers for Classifying Power Consumption Data Using PCA. BigComp (2018)
Jaeseob Han, Sangdon Park, Gyeong Ho Lee, Minkyung Kim, Hyeonseok Seo, Jun Kyun Choi
Energy Trading in Wireless Power Transmission System Considering Nonlinear Rectifier. GCCE (2018)
Seong-Hwan Kim, Sangdon Park, Min Chen, Chan-Hyun Youn
An Optimal Pricing Scheme for the Energy-Efficient Mobile Edge Computation Offloading With OFDMA. IEEE Commun. Lett. 22 (9) (2018)
Busik Jang, Sangdon Park, Joohyung Lee, Sang Geun Hahn
Three Hierarchical Levels of Big-Data Market Model Over Multiple Data Sources for Internet of Things. IEEE Access 6 (2018)
Eunju Yang, Seong-Hwan Kim, Tae-Woo Kim, Minsu Jeon, Sangdon Park, Chan-Hyun Youn
An Adaptive Batch-Orchestration Algorithm for the Heterogeneous GPU Cluster Environment in Distributed Deep Learning System. BigComp (2018)
Gyohun Jeong, Sangdon Park, Joohyung Lee, Ganguk Hwang
Energy Trading System in Microgrids With Future Forecasting and Forecasting Errors. IEEE Access 6 (2018)
Sanghong Ahn, Joohyung Lee, Sangdon Park, S. H. Shah Newaz, Jun Kyun Choi
Competitive Partial Computation Offloading for Maximizing Energy Efficiency in Mobile Cloud Computing. IEEE Access 6 (2018)
Sangdon Park, Il-Hwan Kim, Jaehyoun Kim, KyungLyul Lee
The Diagnosis and Prescription for Cybersecurity in Korea: Focusing on Policy and System. KSII Trans. Internet Inf. Syst. 12 (2) (2018)
Minkyung Kim, Sangdon Park, Jun Kyun Choi, Joohyung Lee
Energy independence of energy trading system in microgrid. ISGT Asia (2017)
Sangdon Park, Joohyung Lee, Ganguk Hwang, Jun Kyun Choi
Event-Driven Energy Trading System in Microgrids: Aperiodic Market Model Analysis With a Game Theoretic Approach. IEEE Access 5 (2017)
Sangdon Park, James Weimer, Insup Lee
Resilient Linear Classification: An Approach to Deal with Attacks on Training Data. CoRR (2017)
Sangdon Park, James Weimer, Insup Lee
Resilient linear classification: an approach to deal with attacks on training data. ICCPS (2017)
Sangdon Park, Jaedeok Kim, Ganguk Hwang, Jun Kyun Choi
Joint optimal access and sensing policy on distributed cognitive radio networks with channel aggregation. ICUFN (2016)
Sangdon Park, Ganguk Hwang, Jun Kyun Choi
Optimal Throughput Analysis of Random Access Policies for Cognitive Radio Networks with Multiple Channel Access. QTNA (2016)
Sangdon Park, Joohyung Lee, Sohee Bae, Ganguk Hwang, Jun Kyun Choi
Contribution-Based Energy-Trading Mechanism in Microgrids for Future Smart Grid: A Game Theoretic Approach. IEEE Trans. Ind. Electron. 63 (7) (2016)
Hyeontaek Oh, S. H. Shah Newaz, Sangdon Park, Jun Kyun Choi
Maximizing energy efficiency in off-peak hours: A novel sleep scheme for WLAN access points. NOMS (2016)
Jean Oh, Thomas M. Howard, Matthew R. Walter, Daniel Barber, Menglong Zhu, Sangdon Park, Arne Suppé, Luis E. Navarro-Serment, Felix Duvallet, Abdeslam Boularias, Oscar J. Romero, Jerry Vinokurov, Terence Keegan, Robert Dean, Craig Lennon, Barry A. Bodt, Marshal Childers, Jianbo Shi, Kostas Daniilidis, Nicholas Roy, Christian Lebiere, Martial Hebert, Anthony Stentz
Integrated Intelligence for Human-Robot Teams. ISER (2016)
Kwangho Kim, Sangdon Park, Jongin Lim
Changes of Cybersecurity Legal System in East Asia: Focusing on Comparison Between Korea and Japan. WISA (2015)
Seonghwa Yun, Kyeongmin Lee, Sangdon Park, Jun Kyun Choi
Energy efficient relay selection scheme with DRX mechanism in 3GPP LTE network. ICTC (2013)
Sangdon Park, Wonsik Kim, Kyoung Mu Lee
Abnormal Object Detection by Canonical Scene-Based Contextual Model. ECCV (3) (2012)