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
2019 - 2021 fitness景観からの進化計算のための知識獲得に関する研究
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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
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)
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
2018/06 - 9th International Conference on Swarm Intelligence Best Student Paper Award Accelerating Fireworks Algorithm with an Estimated Convergence Point
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Association Membership(s) (3):
IEEE System, Man, and Cybernetics Society
, IEEE Computational Intelligence Society
, The Japaese Society for Evolutionary Computation