| 2026 | INFOCOM | EP-VLMI: Early-Start Progressive VLM Inference for Fast Responses over Narrow and High-Latency Mobile Networks. | Sohei Itahara, Masaki Suzuki, Takayuki Nishio |
| 2026 | INFOCOM | Demo: Fast and Accurate Responses from Pretrained VLMs via Early-Start Progressive Inference over High-Latency Mobile Networks. | Sohei Itahara, Masaki Suzuki, Takayuki Nishio |
| 2026 | INFOCOM | Communication-Efficient and Privacy-Preserving Cooperative Robot-Arm Imitation Learning via Parallel Split Federated Learning. | Shohei Kamiguchi, Takayuki Nishio |
| 2026 | INFOCOM | Loss-robust split VLA inference framework toward real-time cloud-controlled robots: Proof of Concept. | Takumi Majima, Takayuki Nishio |
| 2025 | GLOBECOM | Load-Aware Training Scheduling for Model Circulation-based Decentralized Federated Learning. | Haruki Kainuma, Takayuki Nishio |
| 2025 | GLOBECOM | SALT: A Lightweight Model Adaptation Method for Closed Split Computing Environments. | Yuya Okada, Takayuki Nishio |
| 2025 | GLOBECOM | High-resolution efficient image generation from WiFi CSI using a pretrained latent diffusion model. | Eshan Ramesh, Takayuki Nishio |
| 2025 | MOBICOM | LatentCSI: Real-Time Reconstruction of Physical Scenes from WiFi CSI via Latent Diffusion. | Eshan Ramesh, Takayuki Nishio |
| 2024 | GLOBECOM | Enhancing Latency-Accuracy Tradeoff in Dynamic Split Inference via Vector Quantized Bottleneck. | Yen-Hsiu Chen, Yoichi Hirose, Shoma Shimizu, Shota Saito, Kento Uchida, Shinichi Shirakawa, Takayuki Nishio |
| 2023 | GLOBECOM | Spatial Frequency-based Feature Extraction for Point Cloud-based Proactive mmWave Link Quality Prediction. | Shoki Ohta, Takayuki Nishio, Riichi Kudo, Kahoko Takahashi, Hisashi Nagata |
| 2022 | GLOBECOM | Anomaly Traffic Detection with Federated Learning toward Network-based Malware Detection in IoT. | Takayuki Nishio, Masataka Nakahara, Norihiro Okui, Ayumu Kubota, Yasuaki Kobayashi, Keizo Sugiyama, Ryoichi Shinkuma |
| 2022 | GLOBECOM | Neural Architecture Search for Improving Latency-Accuracy Trade-off in Split Computing. | Shoma Shimizu, Takayuki Nishio, Shota Saito, Yoichi Hirose, Yen-Hsiu Chen, Shinichi Shirakawa |
| 2022 | VTC | Aquatic Fronthaul for Underwater-Ground Communication in 6G Mobile Communications. | Ayano Higuchi, Erina Takeshita, Daisuke Hisano, Yoshiaki Inoue, Kazuki Maruta, Takayuki Nishio, Yuko Hara-Azumi, Yu Nakayama |
| 2022 | VTC | Millimeter-wave Received Power Prediction Using Point Cloud Data and Supervised Learning. | Shoki Ohta, Takayuki Nishio, Riichi Kudo, Kahoko Takahashi |
| 2022 | VTC | MAB-based Joint Optimization of Wireless LAN and Machine Learning for Communication-efficient Distributed Inference in Lossy Networks. | Kojin Yorita, Sohei Itahara, Takayuki Nishio, Daiki Yoda, Toshihisa Nabetani |
| 2021 | GLOBECOM | Packet-Loss-Tolerant Split Inference for Delay-Sensitive Deep Learning in Lossy Wireless Networks. | Sohei Itahara, Takayuki Nishio, Koji Yamamoto |
| 2020 | GLOBECOM | Online Trainable Wireless Link Quality Prediction System using Camera Imagery. | Sohei Itahara, Takayuki Nishio, Masahiro Morikura, Koji Yamamoto |
| 2020 | GLOBECOM | Differentially Private AirComp Federated Learning with Power Adaptation Harnessing Receiver Noise. | Yusuke Koda, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura |
| 2020 | GLOBECOM | Estimation of Individual Device Contributions for Incentivizing Federated Learning. | Takayuki Nishio, Ryoichi Shinkuma, Narayan B. Mandayam |
| 2020 | GLOBECOM | MAB-based Client Selection for Federated Learning with Uncertain Resources in Mobile Networks. | Naoya Yoshida, Takayuki Nishio, Masahiro Morikura, Koji Yamamoto |
| 2020 | VTC | Lottery Hypothesis based Unsupervised Pre-training for Model Compression in Federated Learning. | Sohei Itahara, Takayuki Nishio, Masahiro Morikura, Koji Yamamoto |
| 2020 | VTC | Transfer Learning-Based Received Power Prediction with Ray-tracing Simulation and Small Amount of Measurement Data. | Masahiro Iwasaki, Takayuki Nishio, Masahiro Morikura, Koji Yamamoto |
| 2020 | VTC | Adversarial Reinforcement Learning-based Robust Access Point Coordination Against Uncoordinated Interference. | Yuto Kihira, Yusuke Koda, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura |
| 2020 | VTC | Real-Time Routing for Wireless Relay Fronthaul with Vehicle-Mounted Radio Units. | Yu Nakayama, Yuko Hara-Azumi, Anh Hoang Ngoc Nguyen, Daisuke Hisano, Yoshiaki Inoue, Takayuki Nishio, Kazuki Maruta |
| 2020 | VTC | Deep Reinforcement Learning-based Beam Tracking from mmWave Antennas Installed on Overhead Messenger Wires. | Masao Shinzaki, Yusuke Koda, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura, Chun-Hsiang Huang, Yushi Shirato, Naoki Kita |
| 2019 | CoNEXT | One Pixel Image and RF Signal Based Split Learning for mmWave Received Power Prediction. | Yusuke Koda, Jihong Park, Mehdi Bennis, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura |
| 2019 | ICDCS | Data Assessment and Prioritization in Mobile Networks for Real-Time Prediction of Spatial Information with Machine Learning. | Ryoichi Shinkuma, Takayuki Nishio |
| 2019 | VTC | Replica Exchange Spatial Adaptive Play for Channel Allocation in Cognitive Radio Networks. | Wangdong Deng, Shotaro Kamiya, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura |
| 2019 | VTC | Transfer Learning-Based Received Power Prediction Using RGB-D Camera in mmWave Networks. | Tomoya Mikuma, Takayuki Nishio, Masahiro Morikura, Koji Yamamoto, Yusuke Asai, Ryo Miyatake |
| 2019 | VTC | Deep Reinforcement Learning-Based Channel Allocation for Wireless LANs with Graph Convolutional Networks. | Kota Nakashima, Shotaro Kamiya, Kazuki Ohtsu, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura |
| 2019 | VTC | Experimental Results on Crowdsourced Radio Units Mounted on Parked Vehicles. | Yu Nakayama, Daisuke Hisano, Takayuki Nishio, Kazuki Maruta |
| 2019 | VTC | Joint Channel Selection and Spatial Reuse for Starvation Mitigation in IEEE 802.11ax WLANs. | Hiroyasu Shimizu, Bo Yin, Koji Yamamoto, Motoki Iwata, Takayuki Nishio, Masahiro Morikura, Hirantha Abeysekera |
| 2018 | INFOCOM | Reinforcement learning based predictive handover for pedestrian-aware mmWave networks. | Yusuke Koda, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura |
| 2018 | MOBICOM | Mobile User Identification by Camera-Based Motion Capture and Mobile Device Acceleration Sensors. | Ryota Kosono, Takayuki Nishio, Masahiro Morikura, Koji Yamamoto, Yuichi Maki, Takuya Goda, Hisashi Matsukawa, Takuya Indo |
| 2018 | VTC | Optimal Primary Exclusive Region Design for Cognitive Radio VANETs on Multiple Roads. | Yuxiang Fu, Keiji Yoshikawa, Shota Yamashita, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura |
| 2018 | VTC | Impact of Input Data Size on Received Power Prediction Using Depth Images for mm Wave Communications. | Kota Nakashima, Yusuke Koda, Koji Yamamoto, Hironao Okamoto, Takayuki Nishio, Masahiro Morikura, Yusuke Asai, Ryo Miyatake |
| 2018 | VTC | Coverage Expansion through Dynamic Relay Vehicle Deployment in mmWave V2I Communications. | Akihito Taya, Takayuki Nishio, Masahiro Morikura, Koji Yamamoto |
| 2018 | VTC | Concurrent Data Dissemination at Intersections in mmWave for Cooperative Perceptions. | Akihito Taya, Takayuki Nishio, Masahiro Morikura, Koji Yamamoto |
| 2017 | PIMRC | Dependent interferer arrangement for physical layer security: Secrecy outage probability in clustered wireless networks. | Motoki Iwata, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura |
| 2017 | VTC | Time Series Measurement of IEEE 802.11ad Signal Power Involving Human Blockage with HMM-Based State Estimation. | Yusuke Koda, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura |
| 2017 | VTC | Machine-Learning-Based Throughput Estimation Using Images for mmWave Communications. | Hironao Okamoto, Takayuki Nishio, Masahiro Morikura, Koji Yamamoto, Daisuke Murayama, Katsuya Nakahira |
| 2017 | VTC | Machine Learning-Based Primary Exclusive Region Update for Database-Driven Spectrum Sharing. | Aogu Yamada, Takayuki Nishio, Masahiro Morikura, Koji Yamamoto |
| 2017 | VTC | Stochastic Geometry Analysis of Spatial Grid-Based Spectrum Database. | Shota Yamashita, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura |
| 2017 | VTC | Inversely Proportional Carrier Sense Threshold and Transmit Power Setting Towards Green WLANs. | Bo Yin, Liang Lin, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura, Hirantha Abeysekera |
| 2017 | VTC | Resource Allocation for 3D Drone Networks Sharing Spectrum Bands. | Keiji Yoshikawa, Shota Yamashita, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura |
| 2016 | GLOBECOM | Green Deployment of Camera-Assisted mmWave Networks via Submodular Optimization. | Yuta Oguma, Takayuki Nishio, Koji Yamamoto, Masahiro Morikura |
| 2016 | MOBICOM | High-speed mobile networking through hybrid mmWave-camera communications. | Takayuki Nishio, Ashwin Ashok |
| 2016 | VTC | Inversely Proportional Transmission Power and Carrier Sense Threshold Setting for WLANs: Experimental Evaluation of Partial Settings. | Daichi Okuhara, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura, Hirantha Abeysekera |
| 2016 | WCNC | Performance modeling of camera-assisted proactive base station selection for human blockage problem in mmWave communications. | Yuta Oguma, Takayuki Nishio, Koji Yamamoto, Masahiro Morikura |
| 2016 | WCNC | Knowledge-based update of primary exclusive region for database-driven spectrum sharing towards 5G. | Shota Yamashita, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura |
| 2016 | WCNC | Knowledge-based update of primary exclusive region for database-driven spectrum sharing towards 5G. | Shota Yamashita, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura |
| 2015 | APCC | Frame length optimization for in-band full-duplex wireless LANs. | Naoto Iida, Takayuki Nishio, Masahiro Morikura, Koji Yamamoto, Toshihisa Nabetani, Tsuguhide Aoki |
| 2015 | APCC | Performance evaluation of overlap mitigation through spatial adaptive play for dense wlans. | Shotaro Kamiya, Keita Nagashima, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura, Tomoyuki Sugihara |
| 2015 | APCC | Implementation and evaluation of reactive base station selection for human blockage in mmWave communications. | Yuta Oguma, Takayuki Nishio, Koji Yamamoto, Masahiro Morikura |
| 2015 | APCC | Generalized PF scheduling for bidirectional and user-multiplexing unidirectional full-duplex links. | Takuya Ohto, Koji Yamamoto, Katsuyuki Haneda, Takayuki Nishio, Masahiro Morikura |
| 2015 | APCC | Experimental evaluation of IEEE 802.11ad millimeter-wave WLAN devices. | Taro Yamada, Takayuki Nishio, Masahiro Morikura, Koji Yamamoto |
| 2015 | GLOBECOM | Throughput and Fairness Improvement for WLANs with Long Propagation Delay Coexisting with Conventional WLANs. | Kaito Funabiki, Takayuki Nishio, Masahiro Morikura, Koji Yamamoto, Daisuke Murayama, Takayuki Yamada, Katsuya Nakahira |
| 2015 | GLOBECOM | Proactive Base Station Selection Based on Human Blockage Prediction Using RGB-D Cameras for mmWave Communications. | Yuta Oguma, Ryohei Arai, Takayuki Nishio, Koji Yamamoto, Masahiro Morikura |
| 2015 | PIMRC | Joint range adjustment and channel assignment for overlap mitigation in dense WLANs. | Shotaro Kamiya, Keita Nagashima, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura, Tomoyuki Sugihara |
| 2015 | PIMRC | Coverage adaptation focusing on coverage boundary in densely deployed WLANs: Potential game approach. | Keita Nagashima, Shotaro Kamiya, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura, Tomoyuki Sugihara |
| 2015 | PIMRC | Symmetric interaction in channel allocation for Bi-directional in-band full-duplex network. | Koichi Sakaguchi, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura |
| 2014 | PIMRC | Attenuators enable inversely proportional transmission power and carrier sense threshold setting in WLANs. | Daichi Okuhara, Fumiya Shiotani, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura, Riichi Kudo, Koichi Ishihara |
| 2013 | GLOBECOM | Impact of communication availability in a demand-side energy management system: Differential game-theoretic approach. | Ryohei Arai, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura |
| 2013 | GLOBECOM | VRMAC: A novel WLAN medium access control mechanism using LEDs and a camera. | Takayuki Nishio, Ryo Nishioka, Masahiro Morikura, Koji Yamamoto |