Seong-Lyun Kim

1. Blockchained On-Device Federated Learning
   2018/08/12 by Hyesung Kim, Jihong Park, Kim, Hyesung +6 · 9 citations
   Computer Science · Mathematics · #Age of Information Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #cs.IT #cs.NI #math.IT
2. XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning
   2020/06/09 by MyungJae Shin, Shin, MyungJae, Chihoon Hwang +10 · 5 citations
   Computer Science · Engineering · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #cs.CR #cs.LG #eess.SP #electronic engineering #information engineering
3. Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup
   2020/06/17 by Seungeun Oh, Jihong Park, Oh, Seungeun +10 · 3 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #cs.LG #stat.ML
4. Distilling On-Device Intelligence at the Network Edge
   2019/08/16 by Jihong Park, Shiqiang Wang, Park, Jihong +16 · 3 citations
   Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #cs.IT #cs.LG #cs.NI #eess.SP #electronic engineering #information engineering #math.IT
5. Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks
   2018/01/23 by Hyesung Kim, Kim, Hyesung, Jihong Park +8 · 1 citation
   Computer Science · Mathematics · #Caching and Content Delivery #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI) #Opportunistic and Delay-Tolerant Networks #cs.IT #cs.NI #math.IT
6. Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning
   2020/05/13 by Han Cha, Cha, Han, Jihong Park +8 · 1 citation
   Computer Science · #Age of Information Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Reinforcement Learning in Robotics #cs.AI #cs.LG
7. Revisiting Frequency Reuse towards Supporting Ultra-Reliable Ubiquitous-Rate Communication
   2017/03/14 by Jihong Park, Park, Jihong, Dong Min Kim +6 · 2 citations
   Computer Science · Engineering · Mathematics · #Advanced MIMO Systems Optimization #Advanced Wireless Network Optimization #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI) #cs.IT #cs.NI #math.IT