INTERNATIONAL
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INTERNATIONAL JOURNAL
INTERNATIONAL JOURNAL
33. Si-Hyun Choi, Tae-Woo Kang, Su-Bin Huh, Sung-Guk Yoon, Sae-Woong Bahk,"SHIFT: Multi-agent Reinforcement Learning for Spatiotemporal Mobile Traffic Shaping via Dynamic Pricing," to appear in IEEE Transactions on Network and Service Management. [DOI]
32. Leon Fidele Nishimwe H., Kyung-Min Song, and Sung-Guk Yoon, "A Framework for the Configuration and Operation of EV/FCEV Fast-Charging Stations Integrated with DERs Under Uncertainty," Electronics, 14, 4113, Sep.2025. [DOI]
31. Kyung-Min Song, Tae-Geun Kim, Seung-Min Cho, Kyung-Bin Song and Sung-Guk Yoon, "XGBoost-Based Very Short-Term Load Forecasting Using Day-Ahead Load Forecasting Results†," Electronics, 14, 3747, Sep.2025.[DOI]
30. Tae-Geun Kim, Bo-Sung Kwon, Sung-Guk Yoon and Kyung-Bin Song, "Very Short-term Load Forecasting for Large Power Systems with Kalman Filter-Based Pseudo-Trend Information Using LSTM," Energies , 18, 4890, Sep.2025.[DOI]
29. Tae-Geun Kim, Sung-Guk Yoon and Kyung-Bin Song, "Very Short-Term Load Forecasting Model for Large Power System Using GRU-Attention Algorithm," Energies , 18, 3229, June. 2025. [DOI]
28. Se-Heon Lim, Tae-Geun Kim, Dongwoo Jason Yeom and Sung-Guk Yoon, "Robust Deep Reinforcement Learning for Personalized HVAC System," Energy and Buildings, vol. 319, Sep. 2024. [DOI]
27. Se-Heon Lim, Tae-Geun Kim, Kyeong-Yeong Lee, Kyung-Min Song and Sung-Guk Yoon, "Two-Stage Fault Classification Algorithm for Real Fault Data in Transmission Lines," IEEE Access, vol. 12, pp.121156 - 121168, Aug. 2024. [DOI]
26. Jin-Kwon Hwang, Sung-Guk Yoon and Kyeong-Yeong Lee, "Comparison of the Accuracy of Generator Dynamic State Estimation Based on the Treatment of the Governor-Turbine Mechanical Power," IEEE Access, vol. 12, pp. 105187 - 105200, July. 2024. [DOI]
25. Sihyun Choi, Siyoung Choi, Goodsol Lee, Sung-Guk Yoon, and Saewoong Bahk, “Deep Reinforcement Learning for Scalable Dynamic Bandwidth Allocation in RAN Slicing with Highly Mobile Users,” IEEE Transactions on Vehicular Technology. vol. 73, no. 1, pp. 576-590, Jan. 2024. [DOI]
24. Se-Heon Lim, Sung-Guk Yoon, “Dynamic DNR and Solar PV Smart Inverter Control Scheme Using Heterogeneous Multi-Agent Deep Reinforcement Learning,” Energies, 15, 9220, 2022. [DOI]
23. Taegeun Kim, Se-Heon Lim, Sung-Guk Yoon, and Dongwoo (Jason) Yeom, “Pupil size and gender-driven occupant’s productivity predictive model for diverse indoor lighting conditions in the office environment,” Building and Environment, Volume 226, 2022. [DOI]
22. Ye-Ji Son, Se-Heon Lim, Sung-Guk Yoon, and Pramod Khargonekar, “Residential Demand Response based Load-Shifting Scheme to Increase Hosting Capacity in Distribution System,” IEEE Access, vol. 10, pp. 18544 – 18556, Feb. 2022. [DOI]
21. Nitesh Funde and Sung-Guk Yoon, “Rank-based Energy Scheduling Strategy of Networked Microgrids in Distribution Systems,” IET Generation, Transmission & Distribution, vol. 16, no. 1, pp. 84–98, Jan. 2022. [DOI]
20. Leon Fidele Nishimwe H. and Sung-Guk Yoon, “Combined Optimal Planning and Operation of a Fast EV-Charging Station Integrated with Solar PV and ESS,” Energies, vol. 14, no. 11, p. 3152, May 2021. [DOI]
19. Jeongmeen Suh and Sung-Guk Yoon, “Profit-Sharing Rule for Networked Microgrids based on Myerson Value in Cooperative Game,” IEEE Access, vol. 9, pp. 5585 – 5597, Jan. 2021. [DOI]
18. Jeongmeen Suh and Sung-Guk Yoon, “Maximizing Solar PV Dissemination under Differential Subsidy Policy across Regions,” Energies, vol. 13, no. 11, p. 2763, Jun. 2020. [DOI]
17. Emile Dusabimana, Sung-Guk Yoon, “A Survey on the Micro-Phasor Measurement Unit in Distribution Networks,” Electronics, vol. 9, no. 2, 305, Feb. 2020.[DOI]
16. Sung-Guk Yoon, Seok-Gu Kang, Seungbeom Jeong, and Changwon Nam, “Priority Inversion Prevention Scheme for PLC Vehicle-to-Grid Communications under the Hidden Station Problem,” IEEE Transactions on Smart Grid, vol. 9, no. 6, pp. 5887-5896, Nov. 2018. [DOI]
15. Sung-Guk Yoon and Seok-Gu Kang, “Economic Microgrid Planning Algorithm with Electric Vehicle Charging Demands,” Energies, vol. 10, no. 10, 1487, Sep. 2017.[PDF]
14. Seowoo Jang, Seok-Gu Kang, and Sung-Guk Yoon, “CAMR: Congestion-Aware Multi-Path Routing Protocol for Wireless Mesh Networks,” Journal of Electrical Engineering and Technology, vol. 12, no. 1, pp. 411-419, Jan. 2017. [PDF]
13. Seowoo Jang, Jin-Ghoo Choi, and Sung-Guk Yoon, “Statistical Estimation of the Number of Contending Stations and its Application to a Multi-round Contention Resolution Scheme,” KSII Transactions on Internet and Information Systems, vol. 10, no. 9, pp. 4259-4271, Sep. 2016. [PDF]
12. Sung-Guk Yoon, Jeong-O Seo, and Saewoong Bahk, “Regrouping Algorithm to Alleviate the Hidden Node Problem in 802.11ah Networks,” Computer Networks, vol. 105, pp. 22-32, Aug. 2016. [PDF]
11. Sung-Guk Yoon, Young-June Choi, Jong-Keun Park, and Saewoong Bahk, “Stackelberg Game based Demand Response for At-Home Electric Vehicle Charging,” IEEE Transactions on Vehicular Technology, vol. 65, no. 6, pp. 4172-4184, June 2016. [PDF]
10. Sung-Guk Yoon, “Interferer Aware Multiple Access Protocol for Power-Line Communication Networks,” Journal of Electrical Engineering and Technology, vol. 11, no. 2, pp. 480-489, Mar. 2016. [PDF]
9. Mujeeb Ahmed and Sung-Guk Yoon, “Dynamic Access and Power Control Scheme for Interference Mitigation in Femtocell Networks,” KSII Transactions on Internet and Information Systems, vol. 9, no. 11, pp. 4331-4346, Nov. 2015. [PDF]
8. Sol Moon, Sung-Guk Yoon, and Jong-Hu Park, “A New Low-Cost Centralized MPPT Controller System for Multiply Distributed Photovoltaic Power Conditioning Modules,” IEEE Transactions on Smart Grid, vol. 6, no. 6, pp. 2649-2658, Nov. 2015. [PDF]
7. Sung-Guk Yoon, “Vertex Coloring based Slot Reuse Scheduling for Power Line Communications,” Journal of Electrical Engineering and Technology, vol. 10, no. 5, pp. 2135-2141, Sep. 2015. [PDF]
6. Sung-Guk Yoon, Seowoo Jang, Yong-Hwa Kim, and Saewoong Bahk, “Opportunistic Routing for Smart Grid with Power Line Communication Access Networks,” IEEE Transactions on Smart Grid, vol. 5, no. 1, pp. 303-311, Jan. 2014. [PDF]
5. Sung-Guk Yoon, Daeho Kang, and Saewoong Bahk, “Multi-channel CSMA/CA Protocol for OFDMA based Broadband Power Line Communications,” IEEE Transactions on Power Delivery, vol. 28, no. 4, pp. 2491-2499, Oct. 2013. [PDF]
4. Jeongkyun Yun, Sung-Guk Yoon, Jin-Ghoo Choi, and Saewoong Bahk, “Contention Based Scheduling for Femtocell Access Points in a Densely Deployed Network Environment,” Computer Networks, vol. 56, issue. 4, pp. 1236-1248, Mar. 2012. [PDF]
3. Sung-Guk Yoon, Changhee Joo, and Saewoong Bahk, “Energy-efficient Opportunistic Scheduling Schemes in Wireless Networks,” Computer Networks, vol. 55, issue. 9, pp. 2168-2175, Jun. 2011. [PDF]
2. Sung-Guk Yoon and Saewoong Bahk, “Adaptive Rate Control and Contention Window Size Adjustment for Power Line Communication,” IEEE Transactions on Power Delivery, vol. 26, no. 2, pp. 809-816, Apr. 2011. [PDF]
1. Abhinav Arora, Sung-Guk Yoon, Young-June Choi, and Saewoong Bahk, “Adaptive TXOP Allocation based on Channel Conditions and Traffic Requirements in IEEE 802.11e Networks,” IEEE Transactions on Vehicular Technology, vol. 59, no. 3, pp. 1087-1099, Mar. 2010. [PDF]
INTERNATIONAL CONFERENCE
INTERNATIONAL CONFERENCE
24. Kyeong-Yeong Lee, Hyeon-Seo Park, Se-Heon Lim, Sung-Guk Yoon, "Physics-Inspired Hybrid Deep Learning Model for Data-Driven Power Flow Analysis in Distribution Networks," in Proc.APAP 2025, Oct.20-23, 2025.[PDF]
23. Kyung-Min Song, Tae-Geun Kim, Kyung-Bin Song, Heng-Gu Son, Min-Ho Song, Sung-Guk Yoon, "Correlation Analysis based Input Feature Selection for Very Short-Term Load Forecasting," in Proc.APAP 2025, Oct. 20-23, 2025.[PDF]
22. Yeom, Dongwoo, Taegeun Kim, and Sung-Guk Yoon. “Productivity prediction via human physiological signals for an optimum thermal environment.” in Proc.CLIMA 2022, May 17, 2022.[PDF]
21. Se-Heon Lim, Leon Fidele Nishimwe H., and Sung-Guk Yoon, “DQN Based Dynamic Distribution Network Reconfiguration for Energy Loss Minimization Considering DGs,” in Proc.CIRED 2021, Geneva, September. 20-23, 2021.[PDF]
20. Ye-Ji Son, Woo-Sub An, Sung-Jun Baek, Se-Heon Lim, Sung-Guk Yoon, “Residential Load Charateristics Analysis Using Clustering and Principal Component Analysis,” in Proc. ICEE 2019, Hongkong, Jul. 2-6, 2019.[PDF]
19. Emile Dusabimana, Leon Fidele Nishimwe H., Sung-Guk Yoon,”Optimal Placement of Micro-Phasor Measurement Units and Power Flow Measurements to Monitor Distribution Network,” in Proc.ICEE 2019, Hongkong, Jul. 2-6, 2019.[PDF]
18. Esdras RUGIRA, Leon Fidele Nishimwe H., Kyung-Bin Song, Sung-Guk Yoon, “Optimal Scheduling of Adjustable Loads in Commercial Building Through Regional Electricity Market,” in Proc.CIRED 2019, Madrid, Jun. 3-6, 2019. [PDF]
17. Leon Fidele Nishimwe H., Tae-Hyung Park, Sung-Guk Yoon,”Analysis of the Value of Distributed Energy Resources through the Regional Electricity Market,” in Proc.IEEE ITEC 2019, Asia-Pacific, May. 10, 2019. (Best Presentation Award ) [PDF]
16. Sung-jun Baek, Sung-guk Yoon, “Short-Term Load Forecasting for Campus Building with Small-Scale Loads by Types Using ArtificialNeural Network,” in Proc. IEEE ISGT 2019, Washington DC, NA, Feb. 17-20, 2019. [PDF]
15. Sung-jun Baek, Ye-Ji Son, and Sung-guk Yoon, “Peak Load Forecasting in Summer Using Artificial Neural Network,” in Proc. ICEE 2018, Seoul, Korea, June. 24-28, 2018.[PDF]
14. Sung-Guk Yoon, “Performance Analysis of Power Saving Strategies for Power Line Communications,” in Proc. IEEE SmartGridComm 2017, Dresden, Germany, Oct. 23-26, 2017.[PDF]
13. Esdras RUGIRA, Sung-Guk Yoon, “Adjustable Residential Loads Management under Electricity Prosumers Network,” in Proc. ICEE 2017, Weihai, China, Jul. 4-7, 2017.[PDF]
12. Seok-Gu Kang, Sung-Guk Yoon, “A Study of Short-Term Load Forecasting in Buildings Using Artificial Neural Networks,” in Proc. ICEE 2016, Okinawa, Japan, Jul. 3-7, 2016. [PDF]
11. Jeong-O Seo, Changwon Nam, Sung-Guk Yoon, and Saewoong Bahk, “Group-based Contention in IEEE 802.11ah Networks,” in Proc. IEEE ICTC 2014, Busan, Korea, Oct. 22-24, 2014. [PDF]
10. Sung-Guk Yoon and Saewoong Bahk, “A Distributed Prioritization Scheme Between Access Points for Densely Deployed Networks,” in Proc. IEEE VTC 2014 Spring, Seoul, Korea, May 18-21, 2014. [PDF]
9. Sung-Guk Yoon, Young-June Choi, Jong-Keun Park, and Saewoong Bahk, “Demand Response Design based on a Stackelberg Game in Smart Grid,” in Proc. IEEE ICTC 2013, Jeju Island, Korea, Oct. 14-16, 2013. [PDF]
8. Mujeeb Ahmed, Sung-Guk Yoon, Seungbeom Jeong, and Saewoong Bahk, “Geo-Location Based Self-Organization Scheme for Femtocell Networks,” in Proc. IEEE ICTC 2013, Jeju Island, Korea, Oct. 14-16, 2013. [PDF]
7. Sung-Guk Yoon, Jonghun Han, and Saewoong Bahk, “Low-duty Mode Operation of Femto Base Station in a Densely Deployed Network Environment,” in Proc. IEEE PIMRC 2012, Sydney, Australia, Sep. 9-12, 2012. [PDF]
6. Mujeeb Ahmed, Sung-Guk Yoon, and Saewoong Bahk, “Self-Organizing Neighbor Cell List and Conflict-Free Physical Cell ID Assignment in LTE Femtocells,” in Proc. IEEE APWCS 2011, Singapore, Aug. 22-23, 2011. (Student Paper Award) [PDF]
5. Asim Rasheed, Sung-Guk Yoon, and Saewoong Bahk, “An MDP-based Dynamic Pricing Scheme for Revenue Maximizing in Wireless Networks,” in Proc. IEEE APWCS 2010, Kaohsiung, Taiwan, May. 20-21, 2010. [PDF]
4. Sung-Guk Yoon, Daeho Kang, and Saewoong Bahk, “OFDMA CSMA/CA Protocol for Power Line Communication,” in Proc. IEEE ISPLC 2010, Rio de Janeiro, Brazil, Mar. 28-31, 2010. [PDF]
3. Seowoo Jang, Sung-Guk Yoon, and Saewoong Bahk, “Revenue Maximizing Game and its Extension for Multicell Wireless Access Networks,” in Proc. IEEE GLOBECOM 2009, Hawaii, USA, Nov. 30-Dec. 4, 2009. [PDF]
2. Sung-Guk Yoon and Saewoong Bahk, “Rate Adaptation Scheme in Power Line Communication,” in Proc. IEEE ISPLC 2008, Jeju Island, Korea, Apr. 2-4, 2008. [PDF]
1. Sung-Guk Yoon, Jeongkyun Yun, and Saewoong Bahk, “Adaptive Contention Window Mechanism for Enhancing Throughput in HomePlug AV Networks,” in Proc. IEEE CCNC 2008, Las Vegas, USA, Jan. 10-12, 2008. [PDF]
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