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業績更新
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19 changes: 19 additions & 0 deletions _data/news.yml
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# 論文にはdoi、学会発表はあればdoi、なければプログラム等のurlを記載する
#
#
- date: 2023年10月5日
headline: しばらく更新をサボっていました。すみません。
url:

- date: 2023年9月吉日
headline: M2の太田さんの論文がIEEE Transactions on Machine Learning in Communications and Networkingに掲載されました。おめでとうございます!Open Access論文なので是非読んでみてください。
url: https://ieeexplore.ieee.org/document/10262333

- date: 2023年9月6日
headline: 原研M1の山崎さんが共同研究成果をEuromicro Conference Series on Software Engineering and Advanced Applications (SEAA)で発表しました。
url: https://dsd-seaa2023.com/program/

- date: 2023年7月13日
headline: M2の依田さんがSeMI研究会 優秀発表賞を受賞しました。おめでとうございます!
url: https://www.ieice.org/~semi/pub/ja/awards-ja.html

- date: 2023年7月12-14日
headline: B4の茅野さんが大阪で開催されたSeMI研究会で発表しました。
url: https://ken.ieice.org/ken/program/index.php?mode=program&tgs_regid=3c5b6b3825135adcbe1a9b027301fecd0df7f2f2e98a48d8bf3f31533b0c2ba0&tgid=SeMI&layout=&lang=

- date: 2023年5月18, 19日
headline: D1の陳さん、M2の太田さん、依田さん、前島さんが沖縄で開催されたSeMI研究会で発表しました。
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34 changes: 27 additions & 7 deletions _data/pub_conf.yml
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- authors: "S. Ohta, T. Nishio, R. Kudo, K. Takahashi and H. Nagata"
title: "Spatial Frequency-based Feature Extraction for Point Cloud-based Proactive mmWave Link Quality Prediction"
journal: "Proc. IEEE Globecom, Dec. 2023."
year: 2023
url:
doi:
image: dummy.png
description:
highlight: 0

- authors: "Asato Yamazaki, Takayuki Nishio, and Yuko Hara-Azumi"
title: "Convergence Improvement by Parameters Exchange in Asynchronous Decentralized Federated Learning for Non-IID Data"
journal: "Proc. Euromicro Conference Series on Software Engineering and Advanced Applications (SEAA), Sept. 2023."
year: 2023
url:
doi: 10.1109/SEAA60479.2023.00015
image: dummy.png
description:
highlight: 0

- authors: "H. Shimomura, Y. Koda, T. Kanda, K. Yamamoto, T. Nishio, and A. Taya"
title: "Vision-Aided Frame-Capture-Based CSI Recomposition for WiFi Sensing: A Multimodal Approach"
journal: "Proc. IEEE CCNC, Jan. 2023."
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- authors: "T. Nishio, R. Shinkuma, and N.B. Mandayam"
title: "Estimation of Individual Device Contributions for Incentivizing Federated Learning"
journal: "Proc. IEEE Globecom 2020 Open Workshop on Machine Learning in Communications, pp.1-6, Taipei, Taiwan, Dec.7-11, 2020."
journal: "Proc. IEEE Globecom 2020 Open Workshop on Machine Learning in Communications, pp.1-6, Taipei, Taiwan, Dec. 2020."
year: 2020
url:
doi:
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- authors: "N. Yoshida, T. Nishio, M. Morikura, and K. Yamamoto"
title: "MAB-based Client Selection for Federated Learning with Uncertain Resources in Mobile Networks"
journal: "Proc. IEEE Globecom 2020 Open Workshop on Machine Learning in Communications, pp.1-6, Taipei, Taiwan, Dec.7-11, 2020."
journal: "Proc. IEEE Globecom 2020 Open Workshop on Machine Learning in Communications, pp.1-6, Taipei, Taiwan, Dec. 2020."
year: 2020
url:
doi:
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- authors: "S. Itahara, T. Nishio, M. Morikura, and K. Yamamoto"
title: "Online Trainable Wireless Link Quality Prediction System using Camera Imagery"
journal: "Proc. IEEE Globecom Open Workshop on Machine Learning in Communications, pp.1-6, Taipei, Taiwan, Dec.7-11, 2020"
journal: "Proc. IEEE Globecom Open Workshop on Machine Learning in Communications, pp.1-6, Taipei, Taiwan, Dec. 2020"
year: 2020
url:
doi:
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- authors: "Y. Koda, K. Yamamoto, T. Nishio, and M. Morikura"
title: "Differentially Private AirComp Federated Learning with Power Adaptation Harnessing Receiver Noise"
journal: "Proc. IEEE Global Communications Conference (Globecom), pp.1-6, Taipei, Taiwan, Dec.7-11, 2020."
journal: "Proc. IEEE Global Communications Conference (Globecom), pp.1-6, Taipei, Taiwan, Dec. 2020."
year: 2020
url:
doi:
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- authors: "M. Shinzaki, Y. Koda, K. Yamamoto, T. Nishio, M. Morikura, C.-H. Huang, Y. Shirato, and N. Kita"
title: "Deep Reinforcement Learning-based Beam Tracking from mmWave Antennas Installed on Overhead Messenger Wires"
journal: "Proc. IEEE Vehicular Technology Conference (VTC-Fall), Victria, B.C., Canada, Oct. 4-,7 2020."
journal: "Proc. IEEE Vehicular Technology Conference (VTC-Fall), Victria, B.C., Canada, Oct. 2020."
year: 2020
url:
doi:
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- authors: "Y. Koda, K. Nakashima, K. Yamamoto, T. Nishio, and M. Morikura"
title: "Cooperative Sensing in Deep RL-Based Image-to-Decision Proactive Handover for mmWave Networks"
journal: "Proc. IEEE CCNC, Ja. 2020."
journal: "Proc. IEEE CCNC, Jan. 2020."
year: 2020
url:
doi:
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- authors: "Y. Koda, J. Park, M.. Bennis, K. Yamamoto, T. Nishio, and M. Morikura"
title: "One Pixel Image and RF Signal Based Split Learning for mmWave Received Power Prediction"
journal: "Proc. ACM CoNEXT Poster, Orland, Florida, Dec. 9-12, 2019."
journal: "Proc. ACM CoNEXT Poster, Orland, Florida, Dec. 2019."
year: 2019
url:
doi:
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32 changes: 21 additions & 11 deletions _data/pub_journal.yml
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- authors: "S. Ohta, T. Nishio, R. Kudo, K. Takahashi and H. Nagata"
title: "Point Cloud-Based Proactive Link Quality Prediction for Millimeter-Wave Communications"
journal: "IEEE Transactions on Machine Learning in Communications and Networking, vol. 1, pp. 258-276, Sept. 2023."
year: 2023
url:
doi: 10.1109/TMLCN.2023.3319286
image: dummy.png
description:
highlight: 0

- authors: "Yoshida, N., Nishio, T., Yamamoto, K., Morikura, M."
title: "Federated Learning with Client Selection in Resource-Uncertain Wireless Networks: Simulation and Proof of Concept Experiments"
journal: "Advances in Engineering and Information Science Toward Smart City and Beyond. Engineering Cyber-Physical Systems and Critical Infrastructures, vol 5. Springer, Cham, May 2023."
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- authors: "S. Kondo, S. Itahara, K. Yamashita, K. Yamamoto, Y. Koda, T. Nishio, and A. Taya"
title: "Bi-directional Beamforming Feedback-based Firmware-agnostic WiFi Sensing: An Empirical Study"
journal: "IEEE Access, vol. 10, pp. 36924-36934, Apr. 2022. (Accepted)"
journal: "IEEE Access, vol. 10, pp. 36924-36934, Apr. 2022."
year: 2022
url:
doi: 10.1109/ACCESS.2022.3180178
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- authors: "M. Shinzaki, Y. Koda, K. Yamamoto, T. Nishio, M. Morikura, Y. Shirato, and D. Uchida"
title: "Zero-shot adaptation for mmWave beam-tracking on overhead messenger wires through robust adversarial reinforcement learning"
journal: "IEEE Transactions on Cognitive Communications and Networking, 2021. (Accepted)"
journal: "IEEE Transactions on Cognitive Communications and Networking, Dec. 2021."
year: 2021
url:
doi:
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- authors: "Y. Koda, M. Shinzaki, K. Yamamoto, T. Nishio, M. Morikura, Y. Shirato, D. Uchida, and N. Kita"
title: "Millimeter Wave Communications on Overhead Messenger Wire: Deep Reinforcement Learning-Based Predictive Beam Tracking"
journal: "IEEE Transactions on Cognitive Communications and Networking, vol., no., pp.-, Apr. 2021. (Early Access)"
journal: "IEEE Transactions on Cognitive Communications and Networking, vol., no., pp.-, Apr. 2021."
year: 2021
url:
doi: "10.1109/TCCN.2021.3074939"
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- authors: "S. Itahara, T. Nishio, Y. Koda, M. Morikura, and K. Yamamoto"
title: "Distillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training with Non-IID Private Data"
journal: "IEEE Transactions on Mobile Computing, vol., no., pp.-, Apr. 2021. (Early Access)"
journal: "IEEE Transactions on Mobile Computing, vol. 22, no. 1, pp. 191-205, Jan. 2023."
year: 2021
url:
doi: "10.1109/TMC.2021.3070013"
image: dummy.png
description:
description: Apr. 2021 by Early Access
highlight: 1

- authors: "Y. Fu, K. Yamamoto, Y. Koda, T. Nishio, M. Morikura, C. Huang, Y. Shirato, and N. Kita"
title: "Stochastic Geometry Analysis of Wireless Backhaul Networks with Beamforming in Roadside Environments"
journal: "IEICE Trans. Commun., vol.E104B, no.1, pp.-, Jan. 2021.(Accepted)"
journal: "IEICE Trans. Commun., vol.E104B, no.1, pp.-, Jan. 2021."
year: 2021
url:
doi:
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- authors: "R. Shinkuma, T. Nishio, Y. Inagaki, and E. Oki"
title: "Data assessment and prioritization in mobile networks for real-time prediction of spatial information using machine learning"
journal: "EURASIP J Wireless Com Network 2020, 92 (May 2020)."
journal: "EURASIP J Wireless Com Network 2020, 92, May 2020."
year: 2020
url:
doi:
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- authors: "山田仰, 西尾理志, 守倉正博, 山本高至"
title: "周波数共用に向けた教師あり学習による一次利用者排他領域更新方式"
journal: "電子情報通信学会論文誌B, Vol.J101-B,No.5,pp.372-382,May. 2018."
journal: "電子情報通信学会論文誌B, Vol.J101-B, No.5, pp.372-382, May. 2018."
year: 2018
url:
doi:
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- authors: "江上晃弘, 西尾理志, 守倉正博, 山本高至"
title: "劣モジュラ最適化を用いたミリ波無線LAN基地局のスリープ制御"
journal: "電子情報通信学会論文誌B, Vol.J101-B,No.5,pp.383-395,May. 2018."
journal: "電子情報通信学会論文誌B, Vol.J101-B, No.5, pp.383-395, May. 2018."
year: 2018
url:
doi:
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- authors: "Yusuke Koda, Koji Yamamoto, Takayuki Nishio, and Masahiro Morikura"
title: "Measurement Method of Temporal Attenuation by Human Body in Off-the-Shelf 60 GHz WLAN with HMM-Based Transmission State Estimation"
journal: "Wireless Communications and Mobile Computing, vol. 2018, Article ID 7846936, 9 pages, 2018. doi:10.1155/2018/7846936."
journal: "Wireless Communications and Mobile Computing, vol. 2018, Article ID 7846936, 9 pages, Apr. 2018. doi:10.1155/2018/7846936."
year: 2018
url:
doi:
doi: doi:10.1155/2018/7846936
image: dummy.png
description:
highlight: 0
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14 changes: 7 additions & 7 deletions _data/pub_tutorial.yml
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- authors: "西尾理志"
title: "[招待講演]Model-Free Federated Learningに向けた知識蒸留の応用"
journal: "信学技報, vol. 123, no. 19, SR2023-21, pp. 92-92, 2023年5月."
journal: "信学技報, vol. 123, no. 19, SR2023-21, pp. 92-92, May 2023."
year: 2023
url: https://ken.ieice.org/ken/paper/20230512JCtn/
image: dummy.png
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- authors: "西尾理志"
title: "分散協調機械学習 (Federated Learning) チュートリアル"
journal: "信学ソサイエティ大会, 2021年9月. (オーガナイザ兼講演者)"
journal: "信学ソサイエティ大会, Sep. 2021. "
year: 2021
url:
image: dummy.png
description:
description: オーガナイザ兼講演者
highlight: 0

- authors: "西尾理志"
title: "[特別招待講演] 通信効率の良いFederated Learningに向けて"
journal: "信学技報, vol. 121, no. 173, CQ2021-56, pp. 94-96, 2021年9月."
journal: "信学技報, vol. 121, no. 173, CQ2021-56, pp. 94-96, Sep. 2021."
year: 2021
url: https://www.ieice.org/ken/paper/202109109Cf2/
image: dummy.png
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- authors: "西尾理志"
title: "[依頼チュートリアル] 無線通信分野への応用に向けた機械学習の基礎"
journal: "信学総大, March 2020."
journal: "信学総大, Mar. 2020."
year: 2020
url:
image: dummy.png
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- authors: "西尾理志"
title: "[招待講演] 無線通信制御への応用に向けた深層学習の基礎と実践"
journal: "IEEEAP-S Kansai Joint Chapter Tutorial, Sept. 2019."
journal: "IEEEAP-S Kansai Joint Chapter Tutorial, Sep. 2019."
year: 2019
url:
image: dummy.png
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- authors: "西尾理志"
title: "[招待講演] 深層学習による画像系列からのミリ波受信電力予測"
journal: "電気関係学会関西連合大会,Dec. 2018."
journal: "電気関係学会関西連合大会, Dec. 2018."
year: 2018
url:
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# Awards and Grants
## Awards
1. 電子情報通信学会通信ソサイエティ 活動功労賞 2015年度, 2018年度, 2021年度, 2023年度
1. 2022年度 電子情報通信学会 末松安晴賞
1. IEICE Communication Society Best Paper Award
「K. Yamamoto, T. Nishio, M. Morikura, and H. Abeysekera, "Stochastic geometry analysis of inversely proportional carrier sense threshold and transmission power for WLAN spatial reuse," IEICE Trans. Commun., vol.E104-B, no.10, pp. 1345-1353, Oct. 2021.
1. 第35回 電気通信普及財団賞テレコムシステム技術賞
T. Nishio, H. Okamoto, K. Nakashima, Y. Koda, K. Yamamoto, M. Morikura, Y. Asai, and R. Miyatake, “Proactive Received Power Prediction Using Machine Learning and Depth Images for mmWave Networks,” IEEE Journal on Selected Areas in Communications, vol. 37, no. 11, pp. 2413-2427, Nov. 2019.
T. Nishio, H. Okamoto, K. Nakashima, Y. Koda, K. Yamamoto, M. Morikura, Y. Asai, and R. Miyatake, “Proactive Received Power Prediction Using Machine Learning and Depth Images for mmWave Networks,” IEEE Journal on Selected Areas in Communications, vol. 37, no. 11, pp. 2413-2427, Nov. 2019.
1. 2019年度 IEEE関西支部 Young Professionals賞
1. 電子情報通信学会通信ソサイエティ 活動功労賞 2015年度, 2018年度
1. 2015年度 船井情報科学振興財団研究奨励賞
1. 平成27年度 電子情報通信学会 学術奨励賞
1. MoNA研究会 2014年度優秀発表賞
1. 電子情報通信学会関西支部支部長賞 功労賞
1. 2012年 第28回 電気通信普及財団賞テレコムシステム技術学生賞
T. Nishio, R. Shinkuma, T. Takahashi, and N. Mandayam, “TXOP Exchange: A Mechanism for Cooperation in CSMA Networks,” IEICE Transactions on Communications, vol.E95-B, no.6, pp.1944-1952, June 2012.
T. Nishio, R. Shinkuma, T. Takahashi, and N. Mandayam, “TXOP Exchange: A Mechanism for Cooperation in CSMA Networks,” IEICE Transactions on Communications, vol.E95-B, no.6, pp.1944-1952, June 2012.
1. 2011年(第8回)IEEE関西支部学生研究奨励賞
T. Nishio, R. Shinkuma, T. Takahashi, and G. Hasegawa, “TCP Window-size Delegation for TXOP Exchange in Wireless Access Networks,” Proc. of IEEE International Conference on Communications (ICC) 2011, Kyoto, Japan, June 2011.
T. Nishio, R. Shinkuma, T. Takahashi, and G. Hasegawa, “TCP Window-size Delegation for TXOP Exchange in Wireless Access Networks,” Proc. of IEEE International Conference on Communications (ICC) 2011, Kyoto, Japan, June 2011.
1. MoMuC研究会 2010年度若手研究奨励賞
西尾理志, 新熊亮一, 高橋達郎(京大), 長谷川 剛(阪大), Mandayam, Narayan(ラトガース大), ``動的無線アクセス環境のための帯域協調利用メカニズム," 信学技報MoMuC, Mar 2011.
西尾理志, 新熊亮一, 高橋達郎(京大), 長谷川 剛(阪大), Mandayam, Narayan(ラトガース大), ``動的無線アクセス環境のための帯域協調利用メカニズム," 信学技報MoMuC, Mar 2011.

## Grants
### 研究代表
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