Takayuki Nishio

1. High-resolution efficient image generation from WiFi CSI using a pretrained latent diffusion model
   2025/06/12 by Eshan Ramesh, Takayuki Nishio, Ramesh, Eshan +1 · 11 voices · 1 citation
   #cs.CV
2. Deep Reinforcement Learning-Based Channel Allocation for Wireless LANs\n with Graph Convolutional Networks
   2019/05/17 by Kota Nakashima, Nakashima, Kota, Shotaro Kamiya +9 · 2 citations
   Computer Science · #Cooperative Communication and Network Coding #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #Wireless Networks and Protocols #electronic engineering #information engineering
3. Λ-Split: A Privacy-Preserving Split Computing Framework for Cloud-Powered Generative AI
   2023/10/23 by Shoki Ohta, Takayuki Nishio, Ohta, Shoki +1 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
4. Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction
   2020/03/02 by Yusuke Koda, Koda, Yusuke, Jihong Park +9 · 1 citation
   Computer Science · Engineering · #FOS: Computer and information sciences #Microwave Engineering and Waveguides #Millimeter-Wave Propagation and Modeling #Networking and Internet Architecture (cs.NI) #Wireless Signal Modulation Classification
5. Estimation of Individual Device Contributions for Incentivizing Federated Learning
   2020/09/20 by Takayuki Nishio, Nishio, Takayuki, Ryoichi Shinkuma +3 · 1 citation
   Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Mobile Crowdsensing and Crowdsourcing #Privacy, Security, and Data Protection
6. Robust Unsupervised Network Intrusion Detection via Federated Learning with Selective Aggregation under Anomalous Sample Contamination
   2026/07/28 by Shohei Kamiguchi, Takayuki Nishio
   #cs.NI #cs.LG