Akira Naruse

22 papers A* 3A 3B 1Misc 2Journal 7Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Sparser, Faster, Lighter Transformer Language Models.
CoRR
Edoardo Cetin, Stefano Peluchetti, Emilio Castillo, Akira Naruse, Mana Murakami, Llion Jones
2024 A* conf
CAGRA: Highly Parallel Graph Construction and Approximate Nearest Neighbor Search for GPUs.
ICDE
Hiroyuki Ootomo, Akira Naruse, Corey Nolet, Ray Wang, Tamas Feher, Yong Wang
2024 — conf
Preliminary Performance Evaluation of Grace-Hopper GH200.
CLUSTER Workshops
Toshihiro Hanawa, Kengo Nakajima, Yohei Miki, Takashi Shimokawabe, Kazuya Yamazaki, Shinji Sumimoto, Osamu Tatebe, Taisuke Boku, Daisuke Takahashi, Akira Nukada, Norihisa Fujita, Ryohei Kobayashi, Hiroto Tadano, Akira Naruse
2023 J jnl
CAGRA: Highly Parallel Graph Construction and Approximate Nearest Neighbor Search for GPUs.
CoRR
Hiroyuki Ootomo, Akira Naruse, Corey Nolet, Ray Wang, Tamas Feher, Yong Wang
2023 J jnl
Custom 8-bit floating point value format for reducing shared memory bank conflict in approximate nearest neighbor search.
CoRR
Hiroyuki Ootomo, Akira Naruse
2023 A conf
Parallel Top-K Algorithms on GPU: A Comprehensive Study and New Methods.
SC
Jingrong Zhang, Akira Naruse, Xipeng Li, Yong Wang
2022 J jnl
Scalable and Practical Natural Gradient for Large-Scale Deep Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno, Akira Naruse, Chuan-Sheng Foo, Rio Yokota
2020 — conf
Low-Order Finite Element Solver with Small Matrix-Matrix Multiplication Accelerated by AI-Specific Hardware for Crustal Deformation Computation.
PASC
Takuma Yamaguchi, Kohei Fujita, Tsuyoshi Ichimura, Akira Naruse, Jack C. Wells, Christopher Zimmer, Tjerk P. Straatsma, Muneo Hori, Lalith Maddegedara, Naonori Ueda
2020 A* conf
Rich Information is Affordable: A Systematic Performance Analysis of Second-order Optimization Using K-FAC.
KDD
Yuichiro Ueno, Kazuki Osawa, Yohei Tsuji, Akira Naruse, Rio Yokota
2020 J jnl
Scalable and Practical Natural Gradient for Large-Scale Deep Learning.
CoRR
Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno, Akira Naruse, Chuan-Sheng Foo, Rio Yokota
2019 — conf
GPU Implementation of a Sophisticated Implicit Low-Order Finite Element Solver with FP21-32-64 Computation Using OpenACC.
WACCPD@SC
Takuma Yamaguchi, Kohei Fujita, Tsuyoshi Ichimura, Akira Naruse, Lalith Maddegedara, Muneo Hori
2019 A* conf
Large-Scale Distributed Second-Order Optimization Using Kronecker-Factored Approximate Curvature for Deep Convolutional Neural Networks.
CVPR
Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno, Akira Naruse, Rio Yokota, Satoshi Matsuoka
2019 — conf
Performance Optimizations and Analysis of Distributed Deep Learning with Approximated Second-Order Optimization Method.
ICPP Workshops
Yohei Tsuji, Kazuki Osawa, Yuichiro Ueno, Akira Naruse, Rio Yokota, Satoshi Matsuoka
2018 A conf
A Fast Scalable Implicit Solver with Concentrated Computation for Nonlinear Time-Evolution Problems on Low-Order Unstructured Finite Elements.
IPDPS
Tsuyoshi Ichimura, Kohei Fujita, Masashi Horikoshi, Larry Meadows, Kengo Nakajima, Takuma Yamaguchi, Kentaro Koyama, Hikaru Inoue, Akira Naruse, Keisuke Katsushima, Muneo Hori, Lalith Maddegedara
2018 A conf
A fast scalable implicit solver for nonlinear time-evolution earthquake city problem on low-ordered unstructured finite elements with artificial intelligence and transprecision computing.
SC
Tsuyoshi Ichimura, Kohei Fujita, Takuma Yamaguchi, Akira Naruse, Jack C. Wells, Thomas C. Schulthess, Tjerk P. Straatsma, Christopher Zimmer, Maxime Martinasso, Kengo Nakajima, Muneo Hori, Lalith Maddegedara
2018 J jnl
Second-order Optimization Method for Large Mini-batch: Training ResNet-50 on ImageNet in 35 Epochs.
CoRR
Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno, Akira Naruse, Rio Yokota, Satoshi Matsuoka
2016 J jnl
Massively parallel algorithm and implementation of RI-MP2 energy calculation for peta-scale many-core supercomputers.
J. Comput. Chem.
Michio Katouda, Akira Naruse, Yukihiko Hirano, Takahito Nakajima
2013 B conf
Interference-aware Incoming Message Detection for MPI Threaded Progression.
CCGRID
Masahiro Miwa, Kohta Nakashima, Akira Naruse
2012 Misc conf
Multiplexing aware arbiter physical unclonable function.
IRI
Masaya Yoshikawa, Akira Naruse
2009 Misc conf
Adaptive Immune Algorithm Considering Intensification and Diversification.
IRI
Masaya Yoshikawa, Akira Naruse, Shinsuke Souboku
2009 — conf
The Design of Seamless MPI Computing Environment for Commodity-Based Clusters.
PVM/MPI
Shinji Sumimoto, Kohta Nakashima, Akira Naruse, Kouichi Kumon, Takashi Yasui, Yoshikazu Kamoshida, Hiroya Matsuba, Atsushi Hori, Yutaka Ishikawa
2002 — conf
Speeding Up Kernel Scheduler by Reducing Cache Misses.
USENIX ATC, FREENIX Track
Shuji Yamamura, Akira Hirai, Mitsuru Sato, Masao Yamamoto, Akira Naruse, Kouichi Kumon