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LIN Lin  林 林

ORCIDConnect your ORCID iD *help
Researcher Number 90434331
Other IDs
Affiliation (based on the past Project Information) *help 2017: 一般財団法人ファジィシステム研究所, 研究部, 主任研究員
2014: 財)ファジイシステム研究所, 研究部, 主任研究員
2009: Waseda University, 理工学術院(情報生産システム研究科), 研究員
2009: Waseda University, 理工学術院, 研究員
2008: Waseda University, 情報生産システム研究センター, 講師
2007: Waseda University, 付置研究所, 助手
Review Section/Research Field
Principal Investigator
Computer system/Network
Except Principal Investigator
Soft computing / Social systems engineering/Safety system
Keywords
Principal Investigator
信頼性最適化設計 / ソフトコンピューティング / 情報ネットワーク / サービス指向進化的計算法 / サービス指向アーキテクチャ / Webサービス / 次世代ネットワーク / 進化的アルゴリズム / 情報通信システム
Except Principal Investigator
粒子群最適化(PSO) … More / データマイニング(DM) / リバースロジスティクス / 機械学習 / ビッグデータ / 物流配送・ルーチング問題 / 生産計画・スケジューリング / 分布推定アルゴリズム(EDA) / 遺伝的アルゴリズム(GA) / 進化算法(EA) / 不確実環境 / スケジューリング設計 / 最適生産計画 / ネットワークモデル設計 / ハイブリッド型 / メータヒユーリスティク / リバースロジスティクスネットワーク / 物流ネットワークルーチング / ハードディスク生産システム / 不確実環境のスケジューリングモデル / 多目的最適化モデル / メータヒユーリスティクス / パーネルディスプレイの生産スケジューリング / ハードディスクの生産スケジューリング / 不確実環境のスケジューリング / 分布推定アルゴリズム(EDA) / 多目的スケジューリングモデル / ハードディスクデバイス / パネルディスプレイ / 不確実環境下のスケジューリング / 分布推定アルゴリズム / 遺伝的アルゴリズム / 多目的スケジューリング / メータヒューリスティクス / 進化計算法 Less
  • Research Projects

    (3 results)
  • Research Products

    (62 results)
  • Co-Researchers

    (5 People)
  •  Optimal production planning and scheduling under big data environment

    • Principal Investigator
      Gen Mitsuo
    • Project Period (FY)
      2015 – 2017
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Soft computing
    • Research Institution
      Fuzzy Logic Systems Institute
  •  Study on Optimal Production Planning and Scheduling under Uncertainty by Advanced Evolutionary Algorithms

    • Principal Investigator
      GEN Mitsuo
    • Project Period (FY)
      2012 – 2014
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Social systems engineering/Safety system
    • Research Institution
      Fuzzy Logic Systems Institute
  •  Study on Evolutionary Algorithms for Optimization Design in Next Generation NetworkPrincipal Investigator

    • Principal Investigator
      LIN Lin
    • Project Period (FY)
      2007 – 2009
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Computer system/Network
    • Research Institution
      Waseda University

All 2018 2017 2016 2014 2013 2012 2010 2009 2008 2007 2006 2005 2004 Other

All Journal Article Presentation Book

  • [Book] 進化技術ハンドブック(第8章 進化論的多目的最適化)2010

    • Author(s)
      玄光男、林林
    • Total Pages
      276
    • Publisher
      株式会社近代科学社
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Book] Handbook of Evolutionary Technology(Computation and Application)2010

    • Author(s)
      Lin Lin (8th/9), et. al.
    • Publisher
      Kindaikagaku Sha
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Book] Chap. 29 Evolutionary Techniques for Automation, in Shimon Y.Nofed., Handbook of Automation2009

    • Author(s)
      M.Gen, Lin Lin
    • Total Pages
      17
    • Publisher
      Springer
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Book] Genetic Algorithms, in B.W. Wah et al. eds., Encyclopedia of Computer Science and Engineering2009

    • Author(s)
      M.Gen, Lin Lin
    • Total Pages
      15
    • Publisher
      John Wiley & Sons
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Book] Evolutionary Techniques for Automation(Shimon Y. Nof, Handbook of Automation)2008

    • Author(s)
      M. Gen, Lin Lin
    • Publisher
      Springer
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Book] Genetic Algorithms(B.W. Wah et al. eds., Encyclopedia of Computer Science and Engineering)2008

    • Author(s)
      M. Gen, Lin Lin
    • Publisher
      John Wiley & Sons
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Book] ネットワークモデルと多目的GA2008

    • Author(s)
      玄光男, 林林
    • Total Pages
      256
    • Publisher
      共立出版
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Book] Multiobjective Genetic Algorithm Approach2008

    • Author(s)
      M. Gen, R. Cheng, Lin Lin
    • Total Pages
      710
    • Publisher
      Springer
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Book] ネットワークモデルと多目的GA2008

    • Author(s)
      玄光男・林林
    • Total Pages
      266
    • Publisher
      共立出版
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Book] ネットワークモデルと多目的GA2008

    • Author(s)
      玄光男、林林
    • Total Pages
      256
    • Publisher
      共立出版
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Book] Network Models and Optimization : Multiobjective Genetic Algorithm Approach2008

    • Author(s)
      Mitsuo Gen, R. Cheng and L. Lin
    • Total Pages
      710
    • Publisher
      Springer
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Journal Article] Hybrid Evolutionary Optimization with Learning for Production Scheduling: State-of-the-Art Survey on Algorithms and Applications2018

    • Author(s)
      L. Lin and Mitsuo Gen
    • Journal Title

      Int. J. of Production Research

      Volume: 56 Issue: 1-2 Pages: 193-223

    • DOI

      10.1080/00207543.2018.1437288

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K00357
  • [Journal Article] Effective multiobjective EDA for bi-criteria stochastic job-shop scheduling problem2017

    • Author(s)
      X.C. Hao, Mitsuo Gen, Lin Lin and G.A. Suer
    • Journal Title

      Journal of Intelligent Manufacturing

      Volume: 28 Issue: 3 Pages: 833-845

    • DOI

      10.1007/s10845-014-1026-0

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K00357
  • [Journal Article] Recent Advances in Hybrid Evolutionary Algorithms for Multiobjective Manufacturing Scheduling2017

    • Author(s)
      Mitsuo Gen, W.Q. Zhang, Lin Lin, and Y.S. Yun
    • Journal Title

      Computers & Industrial Engineering

      Volume: 112 Pages: 616-633

    • DOI

      10.1016/j.cie.2016.12.045

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K00357
  • [Journal Article] Multiobjective Evolutionary Algorithm for Manufacturing Scheduling Problems: State-of-the-Art Survey2014

    • Author(s)
      Mitsuo Gen and Lin Lin
    • Journal Title

      J. of Intelligent Manufacturing

      Volume: 25 Issue: 5 Pages: 849-866

    • DOI

      10.1007/s10845-013-0804-4

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-24510219
  • [Journal Article] Network modeling and evolutionary optimization for scheduling in manufacturing2012

    • Author(s)
      Lin Lin
    • Journal Title

      Journal of Intelligent Manufacturing

      Volume: 23-6 Issue: 6 Pages: 2237-2253

    • DOI

      10.1007/s10845-011-0569-6

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-24510219
  • [Journal Article] A new solution method for joint replenishment problem2009

    • Author(s)
      M. Yoo, Lin Lin
    • Journal Title

      International Journal of Manufacturing Technology and Management vol.16,nos.1/2

      Pages: 166-175

    • Data Source
      KAKENHI-PROJECT-19700071
  • [Journal Article] Auto-tuning strategy for evolutionary algorithms : balancing between exploration and exploitation2009

    • Author(s)
      Lin Lin and M. Gen
    • Journal Title

      Soft Computing 13

      Pages: 157-168

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Journal Article] Auto-tuning strategy for evolutionary algorithms: balancing between exploration and exploitation2009

    • Author(s)
      Lin Lin, M. Gen
    • Journal Title

      Soft Computing vol.13,no.2

      Pages: 157-168

    • Data Source
      KAKENHI-PROJECT-19700071
  • [Journal Article] Multiobjective genetic algorithm for bicriteria network design problems2009

    • Author(s)
      Lin Lin, M. Gen
    • Journal Title

      Studies in Computational Intelligence vol.187

      Pages: 141-161

    • Data Source
      KAKENHI-PROJECT-19700071
  • [Journal Article] Priority-based genetic algorithm for shortest path routing problem in OSPF2009

    • Author(s)
      Lin Lin, M. Gen
    • Journal Title

      Studies in Computational Intelligence vol.187

      Pages: 91-103

    • Data Source
      KAKENHI-PROJECT-19700071
  • [Journal Article] Evolutionary network design by multiobjective hybrid genetic algorithm2009

    • Author(s)
      M. Gen, Lin Lin, J.B. Jo
    • Journal Title

      Studies in Computational Intelligence vol.187

      Pages: 105-121

    • Data Source
      KAKENHI-PROJECT-19700071
  • [Journal Article] Priority-based genetic algorithm for shortest path routing problem in OSPF2009

    • Author(s)
      Lin Lin and M. Gen
    • Journal Title

      Studies in Computational Intelligence 187

      Pages: 91-103

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Journal Article] Multiobjective genetic algorithm for bicriteria network design problems2009

    • Author(s)
      Lin Lin and M. Gen
    • Journal Title

      Studies in Computational Intelligence 187

      Pages: 141-161

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Journal Article] ランダムキー型遺伝的アルゴリズムによる資源制約付き多重プロジェクト・スケジューリング問題の解法2008

    • Author(s)
      岡田幾太郎、林林、玄光男
    • Journal Title

      電気学会論文誌C 128

      Pages: 441-449

    • NAID

      10021131770

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Journal Article] An effective evolutionary approach for bicriteria shortest path routing problems2008

    • Author(s)
      Lin Lin and M. Gen
    • Journal Title

      電気学会論文誌C 128

      Pages: 416-423

    • NAID

      10021131692

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Journal Article] 情報通信システムにおける最適化問題への進化技術応用2008

    • Author(s)
      辻村泰寛, 林林, 玄光男
    • Journal Title

      電気学会論文誌C 128

      Pages: 340-345

    • NAID

      10021131505

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Journal Article] Applications of Evolutionary Technology to Information and Communication Systems: State-of-the Art Survey2008

    • Author(s)
      Y. Tsujimura, Lin Lin, M. Gen
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems vol.128c,no.3

      Pages: 340-345

    • NAID

      10021131505

    • Data Source
      KAKENHI-PROJECT-19700071
  • [Journal Article] An effective evolutionary approach for bicriteria shortest path routing problems2008

    • Author(s)
      Lin Lin, M. Gen
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems vol.128c,no.3

      Pages: 416-423

    • NAID

      10021131692

    • Data Source
      KAKENHI-PROJECT-19700071
  • [Journal Article] Optimization and improvement in robot-based assembly line system by hybrid genetic algorithm2008

    • Author(s)
      Lin Lin, M, Gen and J. Gao
    • Journal Title

      電気学会論文誌C 128

      Pages: 424-431

    • NAID

      10021131721

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Journal Article] A steady-state genetic algorithm for multi-product supply chain network design2007

    • Author(s)
      F. Altiparmak, M. Gen, Lin Lin and I. Karaoglan
    • Journal Title

      Computers and lndustrial Engineering (On line)

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Journal Article] A hybrid genetic algorithm for logistics network design with flexible multistage model2007

    • Author(s)
      Lin Lin. M. Gen and X. Wang
    • Journal Title

      International Journal of Information Systems for Logistics and Management 3

      Pages: 1-12

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Journal Article] Node-based genetic algorithm for communication spanning tree problem2006

    • Author(s)
      Lin Lin, M. Gen
    • Journal Title

      IEICE Transactions on Communications vol.E89-B,no.4

      Pages: 1091-1098

    • NAID

      110007502942

    • Data Source
      KAKENHI-PROJECT-19700071
  • [Journal Article] Multi-objective hybrid genetic algorithm for bicriteria network design problem2005

    • Author(s)
      M. Gen, Lin Lin
    • Journal Title

      Complexity International vol.11

      Pages: 73-83

    • Data Source
      KAKENHI-PROJECT-19700071
  • [Journal Article] Bicriteria network optimization problem using priority-based genetic algorithm2004

    • Author(s)
      M. Gen, Lin Lin, R. Cheng
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems vol.124,no.10

      Pages: 1972-1978

    • NAID

      10013640772

    • Data Source
      KAKENHI-PROJECT-19700071
  • [Presentation] フレキシブル・ジョブショップ・スケジューリング問題とメタヒューリスティクスによる解法2017

    • Author(s)
      玄 光男,林 林
    • Organizer
      日本設備管理学会 知能技術応用研究会
    • Place of Presentation
      東京理科大学 経営学部 (富士見校舎)
    • Year and Date
      2017-02-18
    • Data Source
      KAKENHI-PROJECT-15K00357
  • [Presentation] Advances in Hybrid Priority-based Genetic Algorithms for Logistics and SCM Network Design2017

    • Author(s)
      Mitsuo Gen, L. Lin, Y.S. Yun, and H. Inoue
    • Organizer
      The 47th International Conference on Computers & Industrial Engineering, Lisbon, Portugal
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K00357
  • [Presentation] Hybrid Evolutional Algorithm for Industrial Automation: AGV Dispatching and Robot-based Assembly Line2016

    • Author(s)
      Mitsuo Gen, L. Lin and H. Kawakami
    • Organizer
      The 46th International Conference on Computers & Industrial Engineering
    • Place of Presentation
      Tianjin University, Tianjin, China
    • Year and Date
      2016-10-28
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K00357
  • [Presentation] 確率的フレキシブル・ジョブショップ・スケジューリング問題のMarkovネットワークベースEDAによる解法2016

    • Author(s)
      玄 光男, 林 林
    • Organizer
      日本設備管理学会 知能技術応用研究会
    • Place of Presentation
      前橋工科大学
    • Year and Date
      2016-10-22
    • Data Source
      KAKENHI-PROJECT-15K00357
  • [Presentation] Effective estimation of distribution algorithm for stochastic job shop scheduling problem2013

    • Author(s)
      X.C. Hao, L. Lin, Mitsuo Gen*and K. Ohno
    • Organizer
      Complex Adaptive Systems Conference
    • Place of Presentation
      Baltimore, USA
    • Data Source
      KAKENHI-PROJECT-24510219
  • [Presentation] A Hybrid EA for Reactive Flexible Job-shop Scheduling2012

    • Author(s)
      L. Lin
    • Organizer
      Inter. Conference on Complex Adaptive Systems
    • Place of Presentation
      Washington DC, USA
    • Data Source
      KAKENHI-PROJECT-24510219
  • [Presentation] Service-oriented Evolutionary Computation Architecture : An Introduction2009

    • Author(s)
      Lin Lin, X. Hao, M.Gen
    • Organizer
      The 8th Inter. Conf. on Information and Management Sciences
    • Place of Presentation
      KunMing, China
    • Year and Date
      2009-07-22
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Presentation] Genetic representations for network design optimizations by evolutionary algorithm2008

    • Author(s)
      Lin Lin and M. Gen
    • Organizer
      The 7th Inter. Conf. on Information and Management Sciences
    • Place of Presentation
      Urumchi, China
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Presentation] Network topology design by evolutionary algorithm in mobile ad-hoc networks2008

    • Author(s)
      Lin Lin, N.L. Xu, M. Gen
    • Organizer
      Proc. of the 38th International Conference on Computers & Industrial Engineering
    • Place of Presentation
      Beijing
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Presentation] A RTP packet's sequence problem on VoIP using hybrid genetic algorithm2008

    • Author(s)
      J, Song, Lin Lin, M. Gen
    • Organizer
      Artificial Neural Networks In Engineering
    • Place of Presentation
      ASME Press
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Presentation] Genetic representations for network design optimizations by evolutionary algorithm2008

    • Author(s)
      Lin Lin, M. Gen
    • Organizer
      Proc. of 7th Inter. Conf. on Information and Management Sciences
    • Place of Presentation
      Urumchi
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Presentation] Communication network design with network reliability and OoS improvement by hybrid evolutionary algorithm2008

    • Author(s)
      Lin Lin, X. Hao and Mitsuo Gen
    • Organizer
      Artificial Neural Networks In Engineering
    • Place of Presentation
      St Louis, USA
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Presentation] Network topology design by evolutionary algorithm in mobile ad-hoc networks2008

    • Author(s)
      Lin Lin, N. L. Xu and M. Gen
    • Organizer
      The 38th International Conference on Computers & Industrial Engineering
    • Place of Presentation
      Beijing, China
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Presentation] Communication network design with network reliability and QoS improvement by hybrid evolutionary algorithm2008

    • Author(s)
      Lin Lin, X. Hao, Mitsuo Gen
    • Organizer
      Artificial Neural Networks In Engineering
    • Place of Presentation
      ASME Press
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Presentation] An evolutionary algorithm for improvement of QoS of next generation network in dynamic environment2007

    • Author(s)
      Lin Lin, M. Gen
    • Organizer
      Artificial Neural Networks In Engineering
    • Place of Presentation
      ASME Press
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Presentation] A bicriteria shortest path routing problems by hybrid genetic algorithm in communication networks2007

    • Author(s)
      Lin Lin, M. Gen
    • Organizer
      Proc. of IEEE Congress on Evolutionary Computation
    • Place of Presentation
      Singapore
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Presentation] An evolutionary algorithm for improvement of QoS of next generation network in dynamic environment2007

    • Author(s)
      Lin Lin and M. Gen
    • Organizer
      ANNIE
    • Place of Presentation
      USA
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Presentation] A flexible multistage logistics network design by using hybrid genetic algorithm2007

    • Author(s)
      Lin Lin, M. Gen and X. Wang
    • Organizer
      Inter. Conf. on Information and Management Sciences
    • Place of Presentation
      China
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Presentation] A bicriteria shortes path routing problems by hybrid genetic algorithm in communication networks2007

    • Author(s)
      Lin Lin and M. Gen
    • Organizer
      IEEE Congress on Evolutionary Computation
    • Place of Presentation
      Singapore
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Presentation] A new approach for shortest path routing problem by random key-based GA2006

    • Author(s)
      M. Gen, Lin Lin
    • Organizer
      Proc. of Genetic and Evolutionary Computation Conference
    • Place of Presentation
      Seattle, USA
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Presentation] An effective analysis of multiobjective EAs for bicriteria communication spanning tree problem2006

    • Author(s)
      Lin Lin, M. Gen
    • Organizer
      Artificial Neural Networks In Engineering
    • Place of Presentation
      ASME Press
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Presentation] A self-control genetic algorithm for reliable communication network design2006

    • Author(s)
      Lin Lin, M. Gen
    • Organizer
      Proc. of IEEE Congress on Evolutionary Computation
    • Place of Presentation
      Vancouver, Canada
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Presentation] Priorty-based genetic algorithm for shortest path routing problem in OSPF2004

    • Author(s)
      Lin Lin, M. Gen, R. Cheng
    • Organizer
      Proc. of 3rd Inter. Conf. on Information and Management Sciences
    • Place of Presentation
      Dunhuang
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Presentation] Multiobjective genetic algorithm for network design problems using priority-based encoding2004

    • Author(s)
      Lin Lin, M. Gen, F. Altiparmak, R. Cheng
    • Organizer
      Proc. of the 33th International Conference on Computers & Industrial Engineering
    • Place of Presentation
      Jeju, Korea
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Presentation] Priority based genetic algorithm for increasing network performance with OSPF routing2004

    • Author(s)
      Lin Lin, M. Sasaki, M. Gen
    • Organizer
      Proc. of the 34th International Conference on Computers & Industrial Engineering
    • Place of Presentation
      San Francisco, USA
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Presentation] A weighted sum-based genetic algorithm for bicriteria network design problem2004

    • Author(s)
      M. Gen, Lin Lin
    • Organizer
      Proc. of 3rd Inter. Conf. on Information and Management Sciences
    • Place of Presentation
      Dunhuang
    • Data Source
      KAKENHI-PROJECT-19700071
  • [Presentation] An effective multiobjective EDA for robust resource constrained project scheduling with uncertain durations

    • Author(s)
      X.C. Hao, L. Lin and Mitsuo Gen
    • Organizer
      Complex Adaptive Systems Conference 2014
    • Place of Presentation
      DoubleTree by Hilton Philadelphia-Valley, Philadelphia, USA
    • Year and Date
      2014-11-03 – 2014-11-05
    • Data Source
      KAKENHI-PROJECT-24510219
  • 1.  GEN Mitsuo (20095003)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 10 results
  • 2.  川上 浩司 (90214600)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 3.  HAO Xinchang
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 4.  ZANG Wenqiang
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 5.  YUN Yongsu
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 2 results

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