Yasufumi Sakai

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 15

Top Topics

Fitness Evaluation

Pruning Algorithm

Top Venues

GECCO (Companion)

Publications

Kengo Matsumoto, Tomoya Matsuda, Atsuki Inoue, Hiroshi Kawaguchi, Yasufumi Sakai
A Mixed-Precision Quantization Method without Accuracy Degradation Using Semilayers. ACML (2023)
Tomoya Matsuda, Kengo Matsumoto, Atsuki Inoue, Hiroshi Kawaguchi, Yasufumi Sakai
Semilayer-Wise Partial Quantization Without Accuracy Degradation or Back Propagation. ICANN (9) (2023)
Yasufumi Sakai, Thang Dang, Shigeki Fukuta, Koichi Shirahata, Atsushi Ishikawa, Atsuki Inoue, Hiroshi Kawaguchi, Árni Björn Höskuldsson, Egill Skúlason
Self-Supervised Learning with Atom Replacement for Catalyst Energy Prediction by Graph Neural Networks. INNS DLIA@IJCNN (2023)
Kazuki Okado, Kengo Matsumoto, Atsuki Inoue, Hiroshi Kawaguchi, Yasufumi Sakai
Channel-wise quantization without accuracy degradation using Δloss analysis. ICMLT (2022)
Yasufumi Sakai, Akinori Iwakawa, Tsuguchika Tabaru, Atsuki Inoue, Hiroshi Kawaguchi
Automatic Pruning Rate Derivation for Structured Pruning of Deep Neural Networks. ICPR (2022)
Yasufumi Sakai, Akinori Iwakawa, Tsuguchika Tabaru
Structured Pruning with Automatic Pruning Rate Derivation for Image Processing Neural Networks. ISMSI (2022)
Thang Dang, Yasufumi Sakai, Tsuguchika Tabaru, Akihiko Kasagi
Regularizing Data for Improving Execution Time of NLP Model. FLAIRS (2022)
Akihiko Kasagi, Masahiro Asaoka, Akihiro Tabuchi, Yosuke Oyama, Takumi Honda, Yasufumi Sakai, Thang Dang, Tsuguchika Tabaru
Efficient and Large Scale Pre-training Techniques for Japanese Natural Language Processing. CANDAR (2021)
Satoki Tsuji, Hiroshi Kawaguchi, Atsuki Inoue, Yasufumi Sakai, Fuyuka Yamada
Greedy Search Algorithm for Mixed Precision in Post-Training Quantization of Convolutional Neural Network Inspired by Submodular Optimization. ACML (2021)
Fuyuka Yamada, Satoki Tsuji, Hiroshi Kawaguchi, Atsuki Inoue, Yasufumi Sakai
A High-Speed Neural Architecture Search Considering the Number of Weights. KI (2021)
Yasufumi Sakai, Bruno U. Pedroni, Siddharth Joshi, Abraham Akinin, Gert Cauwenberghs
DropOut and DropConnect for Reliable Neuromorphic Inference under Energy and Bandwidth Constraints in Network Connectivity. AICAS (2019)
Yukito Tsunoda, Takahiro Notsu, Yasufumi Sakai, Naoki Hamada, Toshihiko Mori, Teruo Ishihara, Atsuki Inoue
Neural-network assistance to calculate precise eigenvalue for fitness evaluation of real product design. GECCO (Companion) (2019)
Yasufumi Sakai, Bruno U. Pedroni, Siddharth Joshi, Satoshi Tanabe, Abraham Akinin, Gert Cauwenberghs
Dropout and DropConnect for Reliable Neuromorphic Inference Under Communication Constraints in Network Connectivity. IEEE J. Emerg. Sel. Topics Circuits Syst. 9 (4) (2019)
Takayuki Shibasaki, Takumi Danjo, Yuuki Ogata, Yasufumi Sakai, Hiroki Miyaoka, Futoshi Terasawa, Masahiro Kudo, Hideki Kano, Atsushi Matsuda, Shigeaki Kawai, Tomoyuki Arai, Hirohito Higashi, Naoaki Naka, Hisakatsu Yamaguchi, Toshihiko Mori, Yoichi Koyanagi, Hirotaka Tamura
3.5 A 56Gb/s NRZ-electrical 247mW/lane serial-link transceiver in 28nm CMOS. ISSCC (2016)
Hiroki Miyaoka, Futoshi Terasawa, Masahiro Kudo, Hideki Kano, Atsushi Matsuda, Noriaki Shirai, Shigeaki Kawai, Takayuki Shibasaki, Takumi Danjo, Yuuki Ogata, Yasufumi Sakai, Hisakatsu Yamaguchi, Toshihiko Mori, Yoichi Koyanagi, Hirotaka Tamura, Yutaka Ide, Kazuhiro Terashima, Hirohito Higashi, Tomokazu Higuchi, Naoaki Naka
A 28.3 Gb/s 7.3 pJ/bit 35 dB backplane transceiver with eye sampling phase adaptation in 28 nm CMOS. VLSI Circuits (2016)
Kazuaki Oishi, Eiji Yoshida, Yasufumi Sakai, Hideki Takauchi, Yoichi Kawano, Noriaki Shirai, Hideki Kano, Masahiro Kudo, Tomotoshi Murakami, Tetsuro Tamura, Seitaro Kawai, Shinji Yamaura, Kazuo Suto, Hiroshi Yamazaki, Toshihiko Mori
3.2 A 1.95GHz fully integrated envelope elimination and restoration CMOS power amplifier with envelope/phase generator and timing aligner for WCDMA and LTE. ISSCC (2014)
Kazuaki Oishi, Eiji Yoshida, Yasufumi Sakai, Hideki Takauchi, Yoichi Kawano, Noriaki Shirai, Hideki Kano, Masahiro Kudo, Tomotoshi Murakami, Tetsuro Tamura, Shigeaki Kawai, Kazuo Suto, Hiroshi Yamazaki, Toshihiko Mori
A 1.95 GHz Fully Integrated Envelope Elimination and Restoration CMOS Power Amplifier Using Timing Alignment Technique for WCDMA and LTE. IEEE J. Solid State Circuits 49 (12) (2014)