Kazuki Sunaga

According to our database, Kazuki Sunaga authored at least 4 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

A Sequential Approach to Detect Drifts and Retrain Neural Networks on Resource-Limited Edge Devices.

Kazuki Sunaga, Takeya Yamada, Hiroki Matsutani

IEICE Trans. Inf. Syst., 2024

Skip2-LoRA: A Lightweight On-device DNN Fine-tuning Method for Low-cost Edge Devices.

Hiroki Matsutani, Masaaki Kondo, Kazuki Sunaga, Radu Marculescu

CoRR, 2024

An FPGA-Based Accelerator for Graph Embedding using Sequential Training Algorithm.

Kazuki Sunaga, Keisuke Sugiura, Hiroki Matsutani

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

2023

Addressing the Gap Between Training Data and Deployed Environment by On-Device Learning.

Kazuki Sunaga, Masaaki Kondo, Hiroki Matsutani

IEEE Micro, 2023