Tsuguchika Tabaru

Joined

February 2025

Names

Tsuguchika Tabaru (Preferred)

Emails

****@fujitsu.com (Confirmed)

Personal Links

Career & Education History

Researcher

Computing Lab, Fujitsu Research and Development Center Co. Ltm. (fujitsu.com)

2014 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

Deep learning

,

HPC

2014 – 2025

Publications

Revisiting Replay and Gradient Alignment For Continual Pretraining of Large Language Models
Istabrak Abbes, Gopeshh Subbaraj, Matthew Riemer, Nizar Islah, Benjamin Thérien, Tsuguchika Tabaru, Hiroaki Kingetsu, Sarath Chandar, Irina Rish
- WiML @ NeurIPS 2025
- Readers: Everyone
Direct Quantized Training of Language Models with Stochastic Rounding
Kaiyan Zhao, Tsuguchika Tabaru, Kenichi Kobayashi, Takumi Honda, Masafumi Yamazaki, Yoshimasa Tsuruoka
- ACML 2025 Conference Track
- Readers: Everyone
Direct Quantized Training of Language Models with Stochastic Rounding
Kaiyan Zhao, Tsuguchika Tabaru, Kenichi Kobayashi, Takumi Honda, Masafumi Yamazaki, Yoshimasa Tsuruoka
- CoRR 2024
- Readers: Everyone
NEEBS: Nonexpert large-scale environment building system for deep neural network
Yoshiharu Tajima, Masahiro Asaoka, Akihiro Tabuchi, Akihiko Kasagi, Tsuguchika Tabaru
- Concurr. Comput. Pract. Exp. 2023
- Readers: Everyone
A novel structured sparse fully connected layer in convolutional neural networks
Naoki Matsumura, Yasuaki Ito, Koji Nakano, Akihiko Kasagi, Tsuguchika Tabaru
- Concurr. Comput. Pract. Exp. 2023
- Readers: Everyone
Optimization of NumPy Transcendental Functions for Arm SVE
Fuyuka Yamada, Kentaro Kawakami, Kouji Kurihara, Kazuhito Matsuda, Tsuguchika Tabaru
- HPC Asia Workshops 2023
- Readers: Everyone
Accelerating LiNGAM Causal Discovery with Massive Parallel Execution on Supercomputer Fugaku
Kazuhito Matsuda, Kouji Kurihara, Kentaro Kawakami, Masafumi Yamazaki, Fuyuka Yamada, Tsuguchika Tabaru, Ken Yokoyama
- IEICE Trans. Inf. Syst. 2022
- Readers: Everyone
Structured Pruning with Automatic Pruning Rate Derivation for Image Processing Neural Networks
Yasufumi Sakai, Akinori Iwakawa, Tsuguchika Tabaru
- ISMSI 2022
- Readers: Everyone
Automatic Pruning Rate Derivation for Structured Pruning of Deep Neural Networks
Yasufumi Sakai, Akinori Iwakawa, Tsuguchika Tabaru, Atsuki Inoue, Hiroshi Kawaguchi
- ICPR 2022
- Readers: Everyone
Regularizing Data for Improving Execution Time of NLP Model
Thang Dang, Yasufumi Sakai, Tsuguchika Tabaru, Akihiko Kasagi
- FLAIRS 2022
- Readers: Everyone

View all 23 publications

Co-Authors

View all 84 co-authors