Rchr

J-GLOBAL ID：200901046574000783 Update date: Mar. 16, 2024

Ji Yusheng

ケイウセイ | Ji Yusheng

Affiliation and department：
Job title： Professor, Director
Other affiliations (1)：

Graduate University for Advanced Studies, SOKENDAI Department of Informatics, School of Multidisciplinary Sciences Professor

Homepage URL (1)： https://klab.nii.ac.jp/

Research field (2)： Information networks , Computer systems

Research keywords (5)： communication network , network architecture , mobile computing , resource management , quality of service

Research theme for competitive and other funds (28)：

2021 - 2024 Collaborative information processing platform for vehicular IoT based on federated learning
2020 - 2024 Researches on Model-aided Learning Approaches for Reliable Realtime Control in Future Wireless Systems
2019 - 2022 High Speed Communications in Wide Area Covered with Massive Running Vehicles Equipped with Wireless LAN Access Point
2018 - 2022 Self-Evolving Vehicular Edge Platform for Next Generation Mobility Support
2016 - 2019 Context-aware, Resource Requirement-based Wireless Access Network Densification

2015 - 2018 Disaster Preparation and Response via Big Data Analysis and Robust Networking

2014 - 2017 Research on SDN Driven Network Resource Control for IoT-oriented Distributed Services

2015 - 2016 Algorithm and applicatins of RF based recognition using trend mining techniques

2011 - 2015 Research on Green Network Archtecture of Efficient Optical Path-Packet Combination and Native Information-Resource Association

2010 - 2012 Wireless Medical Sensor Network for Elder Healthcare: Principle and Design

2004 - 2007 Study on the Wide Area Resource Operation and Management for the Improvement of Network Safety and Reliability

2004 - 2006 New flexible software platform to overcome ubiquitous NW complexity

2004 - 2005 Researches on the Architecture of Multi-Serviced Optical Networks which Enables the Quality of Service Provisioning

2002 - 2003 文献資料の組織化を支援するコミュニティ形成のための情報通信網構成法の研究

2001 - 2003 Research on an extensible real-time operating system to support integrated distributed services

2001 - 2003 Geomedia resource discovery and retrieval project

2001 - 2003 Research on Clarifying and Control of the Characteristics of Internet Traffic Based on Monitored Traffic Data

2000 - 2003 Scalable IP Routing Control applied to Next-generation High-speed Internet

1999 - 2001 joint Study of Global Sharing of digital Assets of Scientific and Cultural Information

1996 - 1997 A Study on Scheduling Disciplines for Providing the Quality of Services Guarantee

1995 - 1997 Study on Demand and Supply of Japanese Scholarly Information Abroad

1995 - 1997 Studies on International Collaboration for Research Networking and International Coordination of Asia-Pacific Coutries

1994 - 1996 Joint Study of International Exchange of Academic Informations

1992 - 1994 Research for Realization of International Research Network

1992 - 1993 International Exchange of Japanese Information and Scholarly Databases in East Asian Scripts.

1990 - 1992 Feasibility Study on International Exchange of East Asian Databases

1990 - 1992 Field Research on Promotion of International Flow of Scholarly Information focusing on Science Information Systems

1990 - 1991 学術情報ネットワ-クに適用する高速パケット交換機の設計に関する研究

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Papers (560)：

Tutomu Murase, Yukinobu Fukushima, Celimuge Wu, Yusheng Ji. Multi-stage Information Processing Systems with VM Migration for Maximum Accuracy. ICCE. 2024. 1-2
Wenbin Rao, Jiantao Yuan, Meng Zhou, Celimuge Wu, Yusheng Ji, Weidang Lu, Rui Yin. Unlicensed Spectrum Assisted Connection in 5G-NR Networks. IEEE International Conference on Metaverse Computing, Networking and Applications. 2023
Tingkai Sun, Xiaoyan Wang, Masahiro Umehara, Yusheng Ji. Split Learning Assisted Multi-UAV System for Image Classification Task. IEEE VTC 2023-Spring. 2023
Xiang Zhang, Yu Gu, Huan Yan, Yantong Wang, Mianxiong Dong, Kaoru Ota, Fuji Ren, Yusheng Ji. Wital: A COTS WiFi Devices Based Vital Signs Monitoring System Using NLOS Sensing Model. IEEE Transactions on Human-Machine Systems. 2023
Yu Gu, Huan Yan, Xiang Zhang, Yantong Wang, Jinyang Huang, Yusheng Ji, Fuji Ren. Attention-based gesture recognition using commodity WiFi devices. IEEE Sensors Journal. 2023

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MISC (99)：

VM Migration Control that Assures and Maximizes Quality in Multi-stage Information Processing Systems. 電子情報通信学会技術研究報告(Web). 2023. 123. 148(IN2023 17-27)
Distributed Multi-agent Deep Reinforcement Learning for Traffic Engineering. Symposium on AI, Data and Digitalization. 2023
浅尾英寿, 福島行信, WU Celimuge, JI Yusheng, 村瀬勉. Task offloading and scheduling with edge-peer computing in multi-stage Information processing system to improve progress of computing process. 電子情報通信学会技術研究報告(Web). 2023. IN2022-80. 407(IN2022 65-125)
中根和俊, 福島行信, WU Celimuge, JI Yusheng, 村瀬勉. Prospective Preparation of VM Migration for Accuracy Improvement at server nodes in Multi-Stage Information Processing System. 電子情報通信学会技術研究報告(Web). 2023. IN2022-73. 407(IN2022 65-125)
Wang Ganggui, Celimuge Wu, Tsutomu Yoshinaga, Yusheng Ji. Performance Analysis of D2D-Unlicensed Communications with Mode Selection. IEICE Technical Report, CQ2020-59. 2020. 120. 258. 66-71

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Patents (3)：

検索木描画装置、検索木描画方法およびプログラム
断片的自己相似過程を用いる通信トラヒックの評価方法及び評価装置
情報提供システム及び情報提供方法

Books (3)：

日経サイエンス別冊「コンピュータネットワーク」
日経サイエンス社 1992
UNIX 4.3BSDの設計と実装アンサーブック (アジソンウェスレイ・トッパン情報科学シリーズ 17)
株式会社トッパン 1991
UNIX 4.3BSDの設計と実装
丸善株式会社 1991

Lectures and oral presentations (126)：

モデルポイズニング攻撃に対処する連合学習の開発に関する研究
(2023年電子情報通信学会総合大会 2023)
モバイルSINETを用いた連合学習の性能に関する実証実験
(2023年電子情報通信学会総合大会 2023)
胸部X線画像におけるデータ不均一度が連合学習に与える影響に関する分析
(令和4年電気関係学会関西連合大会 2022)
Machine Learning Aided Traffic Engineering
(AXIES High Quality and Secure ICT Workshop 2022 2022)
Resource Allocation for Over-the-Air Federated Learning with Energy Harvesting
(WiE Special Session, IEEE World Forum on IoT 2022 2022)

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Education (3)：

1986 - 1989 Graduate School, University of Tokyo Faculty of Engineering Doctor Course, Electrical Engineering
1984 - 1986 Graduate School, Univeristy of Tokyo Faculty of Engineering Master Course, Electrical Engineering
1980 - 1984 University of Tokyo Faculty of Engineering Electronic Engineering

Professional career (1)：

Doctor of Engineering (University of Tokyo)

Committee career (60)：

2023/08 - 現在 IEEE INFOCOM 2024 Area Chair
2022/01 - 現在 IEEE Communications Society Awards Standing Committee Member
2020/05 - 現在 IEEE Vehicular Technology Magazine Associate Editor
2020/04 - 現在情報処理学会マルチメディア通信と分散処理研究運営委員会委員
2012 - 現在 IEEE WCNC プログラム委員

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Awards (31)：

2023/01 - IEEE CCNC 2023 Best Paper Award Runner-Up "Deep Reinforcement Learning-based Uplink Power Control in Cell-Free Massive MIMO"
2022/02 - IEEE Computer Society 2020 Best Paper Award for IEEE Open Journal of the Computer Society "Federated Learning for Vehicular Internet of Things: Recent Advances and Open Issues"
2022/01 - IEEE Fellow
2021/11 - 2021 IEEE Internet of Things Journal Best Paper Award "Optimized Computation Offloading Performance in Virtual Edge Computing Systems via Deep Reinforcement Learning"
2021/07 - IEEE Vehicular Technology Society Distinguished Lecturer

2021/06 - IEEE Communications Society Outstanding Paper Award "Optimized Computation Offloading Performance in Virtual Edge Computing Systems via Deep Reinforcement Learning"

2020/11 - Best Paper Award of 18th International Conference on Advances in Mobile Computing and Multimedia "Functional Gaze Prediction in Egocentric Video"

2020/10 - IEICE General Conference 2020 English Session Award "Dynamic Diffusion Convolutional Recurrent Neural Network-based Traffic Prediction with Partial Information"

2020/02 - Distinguished TPC member of IEEE INFOCOM 2020

2020/01 - Best Paper Award of 2020 International Conference on Information Networking (ICOIN) "Designing Content Placement of CDN for Improving Aggregation Effect of ICN FIBs"

2019/11 - Best Student Paper Award of the 22nd International Symposium on Wireless Personal Multimedia Communications Crowdsourced Radio Environment Mapping by Exploiting Machine Learning

2019/10 - Second Place in Grand Challenge on Live Video Streaming, the 27th ACM International Conference on Multimedia "HD3: Distributed Dueling DQN with Discrete-Continuous Hybrid Action Spaces for Live Video Streaming"

2019/10 - IEICE General Conference 2019 English Session Award "Segment Routed Traffic Engineering using Randomized Sampling with Bounded Stretch"

2019/08 - Best Paper Award of the 5th International Conference on Cloud and Big Data Computing 2019 "Age of Information-Aware Multi-Tenant Resource Orchestration in Network Slicing"

2019/01 - Best Paper Runner-Up of IEEE CCNC 2019 "Evaluating UAV-to-Car Communications Performance: From Testbed to Simulation Experiments"

2018/12 - Best Student Paper Award of 5th International Conference on Information and Communication Technologies for Disaster Management "Routing in the Vicinity of Multiple Holes in WSNs"

2017/06 - IEICE General Conference 2017 English Session Award "HVC: A Hybrid Cloud Computing Framework in Vehicular Environment"

2016/12 - Best Paper Award of the 3rd International Conference on Information and Communication Technologies for Disaster Management "Spatio-Temporal Data-Driven Analysis of Mobile Network Availability During Natural Disasters"

2016/07 - Best Student Paper Award of 12th IEEE IVMSP Workshop "IMAGE CLASSIFIER LEARNING FROM NOISY LABELS VIA GENERALIZED GRAPH SMOOTHNESS PRIORS"

2016/02 - Distinguished TPC Member of IEEE INFOCOM 2016

2015/01 - Distinguished TPC Member of IEEE INFOCOM 2015

2013/12 - IPSJ Best Presentation Award, 69th Mobile Computing and Ubiquitous Communications Workshop "Optimal Data Cache Allocation for Mobile Devices in Sensor-Cloud"

2013/10 - Best Paper Award of the 38th IEEE Conference on Local Computer Networks(LCN) "PopCache: cache more or less based on content popularity for information-centric networking"

2013/09 - IEICE General Conference 2013 English Session Award "Caching Aware Routing for Content-Centric Networking"

2013/01 - IEICE General Conference 2012 English Session Award "Evolution of Eye Movement Classification for Interactive Streaming System"

2012/04 - IEICE Information and System Society Service Award

2011/07 - Best Student Paper Award of StreamComm 2011 "Distributed Markov Decision Process in Cooperative Peer-to-peer Repair for WWAN Video Broadcast"

2009/09 - Excellent Paper Award of International Conference on Scalable Computing and Communications "Maximize Lifetime of Heterogeneous Wireless Sensor Networks with Joint Coverage and Connectivity Requirement"

2009/09 - IEICE Best Totorial Paper Award "Detailed Network Design of SINET3 for Advanced Network Services"

2008/04 - Best Paper Award of 2008 Spring Simulation Multiconference "Simulation Based Performance Evaluation of ICI Mitigation Schemes for Broadband Wireless Access Networks"

2008/02 - IEICE Society Conference 2007 English Session Award "A Study on the Performance of Fast Handover Schemes in IEEE 802.16e Broadband Wireless Networks"

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Association Membership(s) (4)：

ACM , IEEE , INFORMATION PROCESSING SOCIETY OF JAPAN , THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS

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