Rchr
J-GLOBAL ID:201801001700828624   Update date: Jun. 29, 2024

YU Jun

ヨ シュン | YU Jun
Affiliation and department:
Job title: 助教
Homepage URL  (1): http://www.eng.niigata-u.ac.jp/~yujun/
Research field  (2): Intelligent informatics ,  Soft computing
Research keywords  (4): Artificial Intelligence ,  Machine Learning ,  Deep Learning ,  Evolutionary Computation
Research theme for competitive and other funds  (6):
  • 2023 - 2024 深層学習を用いた部分表情に基づく感情解析手法の開発
  • 2023 - 2024 安全なサイバー社会構築のための攻撃的画像誤認識の原因解析
  • 2021 - 2023 進化計算を用いたリアルタイム避難誘導システム構築
  • 2021 - 2022 実世界問題の厳しい要求仕様に答えうる進化計算に関する研究
  • 2020 - 2021 進化計算の演算子の有効性解析に関する研究
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Papers (60):
  • Rui ZHONG, Yang CAO, Jun YU, Masaharu MUNETOMO. Large Language Model Assisted Adversarial Robustness Neural Architecture Search. The 6th International Conference on Data-driven Optimization of Complex Systems. 2024. xx-xx
  • Yuefeng XU, Rui ZHONG, Chao ZHANG, Jun YU. Evolutionary Computation with Distance-based Pretreatment for Multimodal Problems. The Fifteenth International Conference on Swarm Intelligence. 2024. xx-xx
  • Rui ZHONG, Jun YU, Masaharu MUNETOMO. Hierarchical Adaptive Differential Evolution with Local Search for Extreme Learning Machine. The Fifteenth International Conference on Swarm Intelligence. 2024. xx-xx
  • Rui ZHONG, Jun YU, Masaharu MUNETOMO. Hyper-heuristic Differential Evolution with Novel Boundary Repair for Numerical Optimization. PDPTA'24 Workshop on Mathematical Modeling and Problem Solving. 2024. xx-xx
  • Rui ZHONG, Yuefeng XU, Chao ZHANG, Jun YU. Leveraging Large Language Model to Generate a Novel Metaheuristic Algorithm with CRISPE Framework. Cluster Computing: the Journal of Networks, Software Tools and Applications. 2024. xx. xx. xx-xx
more...
Books (1):
  • Handbook of Research on Fireworks Algorithms and Swarm Intelligence
    IGI Global 2019 ISBN:9781799816591
Lectures and oral presentations  (43):
  • Combining Feature Statistics and Clustering for Image Anomaly Detection
    (The 38th Annual Conference of the Japanese Society for Artificial Intelligence 2024)
  • A comprehensive performance investigation of metaheuristic algorithms in the adversarial robustness neural architecture search
    (25th Evolutionary Computation Workshop 2024)
  • Emotion Recognition from Partial Facial Expressions using a Two-Stage Generation Model with Contour Lines
    (25th Evolutionary Computation Workshop 2024)
  • Automatic Generation of Low-Perturbative Adversarial 3D Point Clouds Using Genetic Algorithms
    (25th Evolutionary Computation Workshop 2024)
  • Model training via labeled data augmentation using autoencoder based on particle swarm optimization
    (Evolutionary Computation Symposium 2023 2023)
more...
Education (4):
  • 2017 - 2019 Kyushu University (Doctor)
  • 2016 - 2017 Kyushu University (Master)
  • 2014 - 2016 Kyushu University (research student)
  • 2010 - 2014 Software Engineering, Northeastern University (China)
Professional career (1):
  • Doctor of Engineering (Kyushu University)
Work history (3):
  • 2020/03 - 現在 Niigata University Institute of Science and Technology Assistant Professor
  • 2019/10 - 2020/02 JSPS Research Fellow PD
  • 2019/04 - 2019/09 JSPS Research Fellow DC2
Awards (6):
  • 2023/12 - the 2023 6th Artificial Intelligence and Cloud Computing Conference Best Presentation Award Weakly-Supervised Motion In-Betweening Learning via Pose Priors
  • 2022/09 - 22nd Evolutionary Computing Meeting Best Presentation Award A Proposal for a Support System of Face Image Generation from StyleGAN Using Interactive Genetic Algorithm
  • 2019/09 - Kyushu University Award for Excellent Academic Research
  • 2019/09 - Graduate School of Design, Kyushu University Award for Excellent Academic Research
  • 2019/07 - 10th International Conference on Swarm Intelligence Best Student Paper Award Accelerating Fireworks Algorithm with Weight-based Guiding Sparks
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Association Membership(s) (3):
IEEE System, Man, and Cybernetics Society ,  IEEE Computational Intelligence Society ,  The Japaese Society for Evolutionary Computation
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