Rchr

J-GLOBAL ID：200901046574000783 Update date: Dec. 18, 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 (30)：

2024 - 2027 大規模分散システムにおける自律制御と安全性確保に関する研究
2023 - 2025 走行型ロボット群の自動運転のための通信データ量削減と信頼性向上機能の実現
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 Researches on the Architecture of Multi-Serviced Optical Networks which Enables the Quality of Service Provisioning

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

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 (606)：

Keita Hisamori, Yi-Han Chiang, Hai Lin, Yusheng Ji. Hybrid Quantum-Classical Computing in Federated Learning With Data Heterogeneity. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC’24). 2024
Xiaoyu Wang, Yonghui Guo, Hui Sheng, Peili Lv, Chi Zhou, Wei Huang, Shiqin Ta, Dongbo Huang, Xiujun Yang, Lan Xu, et al. Know in AdVance: Linear-Complexity Forecasting of Ad Campaign Performance with Evolving User Interest. ACM International Conference on Knowledge Discovery and Data Mining (KDD) 2024. 2024
Van An Le, Doc Long Nguyen, Phi Le Nguyen, Yusheng Ji. Traffic Engineering in Large-scale Networks via Multi-Agent Deep Reinforcement Learning with Joint-Training. 33rd International Conference on Computer Communications and Networks (ICCCN 2024). 2024
Linhui Wei, Tien Thanh Le, Yusheng Ji, Mingqian Wang, Yu Liu, Yumei Wang, John, C.S. Lui. Towards Efficient Traffic Engineering via Distributed Optimization in Large-Scale LEO Constellation. IEEE ICC 2024 Workshop on Intelligent Cloud Continuum for B5G Services. 2024
Yukinobu Fukushima, Yuki Koujitani, Kazutoshi Nakane, Yuta Tarutani, Celimuge Wu, Yusheng Ji, Tokumi Yokohira, Tutomu Murase. Application of a Deep Reinforcement Learning Algorithm to Virtual Machine Migration Control in Multi-Stage Information Processing Systems. 23rd International Conference on Networks. 2024

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MISC (107)：

Hayato Umeki, Kazutoshi Nakane, Yukinobu Fukushima, Celimuge Wu, Yusheng Ji, Tutomu Murase. VM Migration Control considering Terminal Location in Multi-stage Information Processing System. 2024 International Conference on Consumer Electronics - Taiwan (ICCE-TW). 2024
糀谷友貴, 福島行信, 中根和俊, 策力木格, 計宇生, 樽谷優弥, 横平徳美, 村瀬勉. 多段階情報処理システムにおけるVM移動制御への深層強化学習の適用. 電子情報通信学会技術研究報告. 2024. IN2023-87
梅木勇杜, 中根和俊, 福島行信, 策力木格, 計宇生, 村瀬勉. 多段階情報処理システムの端末位置に応じた最適VM移動制御. 電子情報通信学会技術研究報告. 2024. IN2023-86
久森敬太, 江易翰, 林海, 計宇生. 量子古典ハイブリッドコンピューティングによる連合学習. 電子情報通信学会総合大会. 2024. D-8-34
寺井広大, 江易翰, 林海, 計宇生. チャネル時変性に対処したOTA連合学習におけるコホート作成. 電子情報通信学会総合大会. 2024. B-15-04

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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 (130)：

Leveraging Machine Learning for Traffic Engineering in Large-scale Networks (Plenary Talk)
(2024 International Conference on Computing, Networking and Communications (ICNC 2024) 2024)
Resource Scheduling for Over-the-Air Federated Learning
(IEEE VTS Distinguished Lecturer Tour at Shanghai Jiao Tong University 2024)
空中計算連合学習のためのリソース制御
(AXIES高品質・セキュリティICTワークショップ2023 2023)
Benchmarking Multi-agent Reinforcement Learning-based Access Control using Real-world IoT Traffic
(14th International Workshop on Networking, Computing, Systems, and Software 2023)
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)

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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 (61)：

2024/01 - 現在 IEEE INFOCOM Steering Committee Member
2022/01 - 現在 IEEE Communications Society Awards Standing Committee Member
2020/05 - 現在 IEEE Vehicular Technology Magazine Associate Editor
2012 - 現在 IEEE WCNC プログラム委員
2011 - 現在 IEEE GLOBECOM プログラム委員

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Awards (32)：

2024/05 - 23rd International Conference on Networks Best Paper Award "Application of a Deep Reinforcement Learning Algorithm to Virtual Machine Migration Control in Multi-Stage Information Processing Systems"
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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