Takayuki Nishio 研究室

主宰者：Takayuki Nishio

東京工業大学

AI 要約（直近 5 年の研究成果）

要約はまだ生成されていません。

※ AI（Claude）が、公開されている論文要旨から研究の問い・手法・主要な発見を事実情報として抽出・再構成して自動生成しています。誤りを含む可能性があるため、正確性は研究室公式情報でご確認ください。

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研究成果（70 件）

[2026] EP-VLMI: Early-Start Progressive VLM Inference for Fast Responses over Narrow and High-Latency Mobile Networks
DOI: https://doi.org/10.1109/infocom59046.2026.11571299
[2026] Soft-Label Caching and Sharpening for Communication-Efficient Federated Distillation
DOI: https://doi.org/10.1109/tmc.2026.3652819
[2026] SC-MII: Infrastructure LiDAR-based 3D Object Detection on Edge Devices for Split Computing with Multiple Intermediate Outputs Integration
DOI: https://doi.org/10.1109/ccnc65079.2026.11366278
[2026] Loss-robust split VLA inference framework toward real-time cloud-controlled robots: Proof of Concept
DOI: https://doi.org/10.1109/infocom59046.2026.11571329
[2026] Demo: Fast and Accurate Responses from Pretrained VLMs via Early-Start Progressive Inference over High-Latency Mobile Networks
DOI: https://doi.org/10.1109/infocom59046.2026.11571585
[2026] Communication-Efficient and Privacy-Preserving Cooperative Robot-Arm Imitation Learning via Parallel Split Federated Learning
DOI: https://doi.org/10.1109/infocom59046.2026.11571408
[2025] LatentCSI: Real-Time Reconstruction of Physical Scenes from WiFi CSI via Latent Diffusion
DOI: https://doi.org/10.1145/3680207.3765601
[2025] A Semantic Inpainting Framework for Distributed Cross-Modal Integrated Sensing and Communication
DOI: https://doi.org/10.1109/icmlcn64995.2025.11140469
[2025] FireSpot-Seg: A Segmentation Database for Early-Stage Wildfire Smoke Detection with Using YOLOv8-Seg
DOI: https://doi.org/10.1109/kst65016.2025.11003368
[2025] Enabling Visual Scene Recovery From Wi-Fi CSI for Occlusion-Free Surveillance
DOI: https://doi.org/10.1109/jiot.2025.3529499

続きを表示（残り 60 件）

[2025] SALT: A Lightweight Model Adaptation Method for Closed Split Computing Environments
DOI: https://doi.org/10.1109/gcwkshps68340.2025.11591158
[2025] Experimental Evaluation of Long-Term Concept Drift and Its Mitigation in WiFi CSI Sensing
DOI: https://doi.org/10.1109/ccnc54725.2025.10975920
[2025] Estimating Deformation of Tubular Object from WiFi CSI Toward Tactile Sensing
DOI: https://doi.org/10.1109/ccnc54725.2025.10976126
[2025] One-shot Bottleneck Size Optimization in CNN for Split Computing
DOI: https://doi.org/10.1109/ccnc54725.2025.10975999
[2025] High-resolution efficient image generation from WiFi CSI using a pretrained latent diffusion model
DOI: https://doi.org/10.1109/gcwkshps68340.2025.11591056
[2025] Load-Aware Training Scheduling for Model Circulation-based Decentralized Federated Learning
DOI: https://doi.org/10.1109/globecom59602.2025.11431996
[2024] Beamforming Feedback-Based Line-of-Sight Identification Toward Firmware-Agnostic WiFi Sensing
DOI: https://doi.org/10.1109/ojvt.2024.3440400
[2024] Tram-FL: Routing-based Model Training for Decentralized Federated Learning
DOI: https://doi.org/10.1109/ccnc51664.2024.10454716
[2024] Sensing SNR-Based Feature Selection of Beamforming Feedback Toward Firmware-Agnostic WiFi Sensing
DOI: https://doi.org/10.1109/lwc.2024.3373757
[2024] Enhancing Latency-Accuracy Tradeoff in Dynamic Split Inference via Vector Quantized Bottleneck
DOI: https://doi.org/10.1109/gcwkshp64532.2024.11100386
[2024] Real2Sim2Real for Point Cloud-Based mmWave Link Quality Prediction: An Empirical Study
DOI: https://doi.org/10.1109/tvt.2024.3486371
[2024] Data Acquisition Framework for Micromobility Vehicles Toward Driving Risk Prediction Against Cyberphysical Security Attack
DOI: https://doi.org/10.1109/msec.2024.3441731
[2024] Proactive Millimeter-Wave Link Quality Prediction Utilizing Out-of-Band CSI Fingerprinting and Supervised Learning: An Experimental Study
DOI: https://doi.org/10.1109/ccnc51664.2024.10454787
[2024] Demo: Split Computing-Based Privacy-Preserving Image Classification and Object Detection
DOI: https://doi.org/10.1109/ccnc51664.2024.10454718
[2024] Deep Reinforcement Learning-Based Overfill Rendering, Offloading, and Subband Allocation for Edge-Assisted VR System
DOI: https://doi.org/10.1109/access.2024.3477497
[2024] Tram-FL: Routing-based Model Training for Decentralized Federated Learning
[2023] Spatial Frequency-based Feature Extraction for Point Cloud-based Proactive mmWave Link Quality Prediction
DOI: https://doi.org/10.1109/globecom54140.2023.10437609
[2023] Vehicle Telematics System Design for Real-time Applications using Mobile Networks
DOI: https://doi.org/10.1109/isai-nlp60301.2023.10354548
[2023] Convergence Improvement by Parameters Exchange in Asynchronous Decentralized Federated Learning for Non-IID Data
DOI: https://doi.org/10.1109/seaa60479.2023.00015
[2023] Convergence Improvement by Parameters Exchange in Asynchronous Decentralized Federated Learning for Non-IID Data
[2023] Evaluation of stabilization status of the landfill layers by comparing long-term monitoring data of methane emission with FOD model estimate
DOI: https://doi.org/10.1080/09593330.2023.2226331
[2023] Exploring the threshold for the start of respiratory syncytial virus infection epidemic season using sentinel surveillance data in Japan
DOI: https://doi.org/10.3389/fpubh.2023.1062726
[2023] Watch From Sky: Machine-Learning-Based Multi-UAV Network for Predictive Police Surveillance
DOI: https://doi.org/10.1109/ccnc51644.2023.10060624
[2023] Vision-Aided Frame-Capture-Based CSI Recomposition for WiFi Sensing: A Multimodal Approach
DOI: https://doi.org/10.1109/ccnc51644.2023.10060680
[2023] Point Cloud-Based Proactive Link Quality Prediction for Millimeter-Wave Communications
DOI: https://doi.org/10.1109/tmlcn.2023.3319286
[2022] RF-Inpainter: Multimodal Image Inpainting Based on Vision and Radio Signals
DOI: https://doi.org/10.1109/access.2022.3214972
[2022] Adversarial Reinforcement Learning-Based Coordinated Robust Spatial Reuse in Broadcast-Overlaid WLANs
DOI: https://doi.org/10.1587/transcom.2022ebp3026
[2022] MAB-based Joint Optimization of Wireless LAN and Machine Learning for Communication-efficient Distributed Inference in Lossy Networks
DOI: https://doi.org/10.1109/vtc2022-spring54318.2022.9860545
[2022] Anomaly Traffic Detection with Federated Learning toward Network-based Malware Detection in IoT
DOI: https://doi.org/10.1109/globecom48099.2022.10000633
[2022] Millimeter-wave Received Power Prediction Using Point Cloud Data and Supervised Learning
DOI: https://doi.org/10.1109/vtc2022-spring54318.2022.9860728
[2022] Aquatic Fronthaul for Underwater-Ground Communication in 6G Mobile Communications
DOI: https://doi.org/10.1109/vtc2022-spring54318.2022.9860523
[2022] Aquatic Fronthaul for Underwater-Ground Communication in 6G Mobile Communications
[2022] Landslide Semantic Segmentation Using Satellite Imagery
DOI: https://doi.org/10.1109/ecti-con54298.2022.9795537
[2022] Skip & Swap: Efficient Weight Spreading for Decentralized Machine Learning with Non-IID Data
[2022] Interference-free AP identification and shared information reduction for tabular Q-learning-based WLAN coordinated spatial reuse
DOI: https://doi.org/10.1587/comex.2022xbl0051
[2022] Penalized and Decentralized Contextual Bandit Learning for WLAN Channel Allocation with Contention-Driven Feature Extraction
DOI: https://doi.org/10.1587/transcom.2021ebp3197
[2022] Extreme ultra-reliable and low-latency communication
DOI: https://doi.org/10.1038/s41928-022-00728-8
[2022] Zero-Shot Adaptation for mmWave Beam-Tracking on Overhead Messenger Wires through Robust Adversarial Reinforcement Learning
[2022] Multi-Sensor Data Fusion for Detection of Sensor Drifts in a Landslide Monitoring System
DOI: https://doi.org/10.1109/ectidamtncon53731.2022.9720361
[2022] Decentralized and Model-Free Federated Learning: Consensus-Based Distillation in Function Space
DOI: https://doi.org/10.1109/tsipn.2022.3205549
[2022] Communication-Oriented Model Fine-Tuning for Packet-Loss Resilient Distributed Inference Under Highly Lossy IoT Networks
DOI: https://doi.org/10.1109/access.2022.3149336
[2022] Beamforming Feedback-Based Model-Driven Angle of Departure Estimation Toward Legacy Support in WiFi Sensing: An Experimental Study
DOI: https://doi.org/10.1109/access.2022.3180178
[2022] ACK-Less Rate Adaptation Using Distributional Reinforcement Learning for Reliable IEEE 802.11bc Broadcast WLANs
DOI: https://doi.org/10.1109/access.2022.3179581
[2022] Bi-Directional Beamforming Feedback-Based Firmware-Agnostic WiFi Sensing: An Empirical Study
DOI: https://doi.org/10.1109/access.2022.3165029
[2022] Edge Computing-Assisted DNN Image Recognition System With Progressive Image Retransmission
DOI: https://doi.org/10.1109/access.2022.3202172
[2021] Joint Computation Offloading and Sampling Interval Optimization for Accuracy-Guaranteed Surveillance
DOI: https://doi.org/10.1109/ccnc49032.2021.9369655
[2021] Lyapunov Optimization-Based Latency-Bounded Allocation Using Deep Deterministic Policy Gradient for 11ax Spatial Reuse
DOI: https://doi.org/10.1109/access.2021.3133311
[2021] Packet-Loss-Tolerant Split Inference for Delay-Sensitive Deep Learning in Lossy Wireless Networks
DOI: https://doi.org/10.1109/globecom46510.2021.9685179
[2021] Zero-Shot Adaptation for mmWave Beam-Tracking on Overhead Messenger Wires Through Robust Adversarial Reinforcement Learning
DOI: https://doi.org/10.1109/tccn.2021.3116231
[2021] Millimeter Wave Communications on Overhead Messenger Wire: Deep Reinforcement Learning-Based Predictive Beam Tracking
DOI: https://doi.org/10.1109/tccn.2021.3074939
[2021] Stochastic Geometry Analysis of Inversely Proportional Carrier Sense Threshold and Transmission Power for WLAN Spatial Reuse
DOI: https://doi.org/10.1587/transcom.2020ebt0009
[2021] Throughput Measurement for IEEE 802.11ad with Various Obstacles and Reflectors by Real Machines
DOI: https://doi.org/10.1109/lifetech52111.2021.9391783
[2021] Throughput Measurement for IEEE 802.11 ad with Various Obstacles and Reflectors by Real Machines
[2021] Evaluating effect of interference on MAC delay in densely deployed IEEE 802.11ad based In-vehicle communications
DOI: https://doi.org/10.1109/icce-tw52618.2021.9603150
[2021] Effect of Beamforming and Vehicle Material on Communication Quality in In-Vehicle Wireless Communication with IEEE802.11ad
[2021] A Study of Online Training Method for Image-based Wireless Link Quality Prediction
[2021] QoS Measurement Using Real Machine with Interference in IEEE 802.11ad In-Vehicle Wireless Communication
[2021] IEEE 802.11ad Communication Quality Measurement in In-vehicle Wireless Communication with Real Machines
[2021] Latency-Aware Fair Scheduling for Spatial Reuse in WLANs: A Lyapunov Optimization Approach
DOI: https://doi.org/10.1109/ccnc49032.2021.9369593
[2021] Seasonal shift in epidemics of respiratory syncytial virus infection in Japan
DOI: https://doi.org/10.1017/s0950268821000340

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AI 要約（直近 5 年の研究成果）

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関連研究室(8 件)

研究成果（70 件）

科研費（0 件）

所属学会・役職（0 件）