Published Papers - NAKACHI Takayuki

Adaptive Task Offloading for Mobile Edge Computing With Forecast Information

Yitu Wang; Mengxue Kong; Guangchen Zhang; Wei Wang; Takayuki Nakachi; Juinjei Liou

IEEE Transactions on Vehicular Technology ( IEEE )  74 ( 3 ) 4132 - 4147   2025.03 [ Peer Review Accepted ]

Type of publication: Research paper (scientific journal)

• Access this article

  DOI

Fingerprint Adaptation for mmWave Vehicular Communications based on Trajectory Prediction

Guangchen Zhang, Xuying Zhou, Yitu Wang, Takayuki Nakachi, Wei Wang, Juinjei Liou

IEEE Internet of Things Journal ( IEEE )    2025.02 [ Peer Review Accepted ]

Type of publication: Research paper (scientific journal)

• Access this article

  DOI

Content Caching Oriented Popularity Forecast and User Clustering

Yitu Wang, Qi Chen , Wei Wang , Takayuki Nakachi , Guangchen Zhang , Juinjei Liou

IEEE Internet of Things Journal ( IEEE )  11 ( 23 ) 38425 - 38440   2024.12 [ Peer Review Accepted ]

Type of publication: Research paper (scientific journal)

• Access this article

  DOI

Privacy-Preserving Resource Management for Distributed Collaborative Edge Caching Systems

Qi Chen, Yitu Wang, Wei Wang, Takayuki Nakachi, Zhaoyang Zhang

IEEE Internet of Things Journal ( IEEE )  11 ( 21 ) 34296 - 34311   2024.11 [ Peer Review Accepted ]

Type of publication: Research paper (scientific journal)

• Access this article

  DOI

Stochastic Resource Allocation and Delay Analysis for Mobile Edge Computing Systems

Yitu Wang, Wei Wang, Vincent K. N. Lau, Takayuki Nakachi, Zhaoyang Zhang

IEEE Transactions on Communications ( IEEE )  71 ( 7 ) 4018 - 4033   2023.07 [ Peer Review Accepted ]

Type of publication: Research paper (scientific journal)

• Access this article

  DOI

Privacy Protection in JPEG XS: A Lightweight Spatio-Color Scrambling Approach

Takayuki Nakachi, Yasuhisa Kato, Mitsuru Maruyama

International Journal of Advanced Computer Science and Applications (IJACSA) ( The Science and Information (SAI) Organization )  16 ( 3 )   2025.03 [ Peer Review Accepted ]

Type of publication: Research paper (scientific journal)

• Access this article

  DOI

Pattern Discovery and Multi-slot-ahead Forecast of Network Traffic: A Revisiting to Gaussian Process

Yitu Wang, Takayuki Nakachi, Wei Wang

IEEE Transactions on Network and Service Management   20 ( 2 ) 1691 - 1706   2022.10 [ Peer Review Accepted ]

Type of publication: Research paper (scientific journal)

• Access this article

  DOI

Defending Against Gaussian Process Membership Inference Attack

Rashedul Islam, Jannatul Ferdous Akhi, Takayuki Nakachi

International Conference on Cryptography, Security and Privacy (CSP 2025)     2025.04 [ Peer Review Accepted ]

Type of publication: Research paper (international conference proceedings)

Distributed and Secured Gaussian Process Learning over Networks

Ling Zhu, Takayuki Nakachi, Yitu Wang

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences   E108-A ( 3 )   2025.03 [ Peer Review Accepted ]

Type of publication: Research paper (scientific journal)

Privacy Preserving Deep Unrolling Methods and Its Application to Image Modeling

Nichika Yuge, Hiroyuki Ishihara, Morikazu Nakamura, Takayuki Nakachi

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences   E108-A ( 3 )   2025.03 [ Peer Review Accepted ]

Type of publication: Research paper (scientific journal)

Enhanced Network Bandwidth Prediction with Multi-Output Gaussian Process Regression

Shude Chen, Takayuki Nakachi

International Journal of Advanced Computer Science and Applications     2025.02 [ Peer Review Accepted ]

Type of publication: Research paper (scientific journal)

Secure Linearized Kernel Dictionary Learning for Supervised Image Classification

Kazuki Kurozawa, Takayuki Nakachi

IEICE International Workshop on Smart Info-Media Systems in Asia (SISA2024) ( IEICE )    2024.12 [ Peer Review Accepted ]

Type of publication: Research paper (international conference proceedings)

Privacy Preserving Image Denoising Using Secure Permutation TISTA

Nichika Yuge, Takayuki Nakachi

IEICE International Workshop on Smart Info-Media Systems in Asia (SISA2024) ( IEICE )    2024.12 [ Peer Review Accepted ]

Type of publication: Research paper (international conference proceedings)

Privacy-preserving Bayesian Inference for Deep Gaussian Processes

Takayuki Nakachi, Yitu Wang

IEEE International Symposium on Intelligent Signal Processing and Communications Systems (ISPACS 2024) ( IEEE )    2024.12 [ Peer Review Accepted ]

Type of publication: Research paper (international conference proceedings)

Multi-objective Quantum Optimization based on Bayesian Approach for Computing Resource Assignment Problems

Toyoki Kosuda, Morikazu Nakamura, Tadashi Shiroma, Takayuki Nakachi

Twelfth International Symposium on Computing and Networking Workshops (CANDARW)     2024.11 [ Peer Review Accepted ]

Type of publication: Research paper (international conference proceedings)

Petri net-based QUBO Model Formulation for Multi-Resource Flow-Shop Scheduling Problems

Ryota Uechi, Morikazu Nakamura, Tadashi Shiroma, Takayuki Nakachi

Twelfth International Symposium on Computing and Networking Workshops (CANDARW)     2024.11 [ Peer Review Accepted ]

Type of publication: Research paper (international conference proceedings)

Privacy-preserving Bayesian Inference for Sparse Gaussian Processes

Takayuki Nakachi

ACM International Conference on Advances in Artificial Intelligence (ICAAI 2024) ( ACM )    2024.10 [ Peer Review Accepted ]

Type of publication: Research paper (international conference proceedings)

Improving Accuracy of Network Bandwidth Prediction Using Multi-channel Gaussian Process Regression

Shude Chen, Takayuki Nakachi

IEEE International Conference on Information Communication and Signal Processing (ICICSP 2024) ( IEEE )    2024.09 [ Peer Review Accepted ]

Type of publication: Research paper (international conference proceedings)

Deep Unrolling Approaches for Sparse Dictionary Learning

Abu Kaisar Jamil, Nichika Yuge, Takayuki Nakachi

Proceedings of the 11th IIAE International Conference on Intelligent Systems and Image Processing 2024 (ICISIP2024)     2024.09 [ Peer Review Accepted ]

Type of publication: Research paper (international conference proceedings)

Secure Sparse Modeling Through Linearized Kernel Dictionary Learning with Random Unitary Transformation

Kazuki Kurozawa, Takayuki Nakachi

International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC2024) ( IEEE )    2024.07 [ Peer Review Accepted ]

Type of publication: Research paper (international conference proceedings)