Speeding Up Kernel Scheduler by Reducing Cache Misses. - Shuji Yamamura; Akira Hirai; Mitsuru Sato; Masao Yamamoto; Akira Naruse; Kouichi Kumon (USENIX ATC, FREENIX Track, 2002)

Adaptive Immune Algorithm Considering Intensification and Diversification. - Masaya Yoshikawa; Akira Naruse; Shinsuke Souboku (IRI, 2009)

The Design of Seamless MPI Computing Environment for Commodity-Based Clusters. - Shinji Sumimoto; Kohta Nakashima; Akira Naruse; Kouichi Kumon; Takashi Yasui; Yoshikazu Kamoshida; Hiroya Matsuba; Atsushi Hori; Yutaka Ishikawa (PVM/MPI, 2009)

Multiplexing aware arbiter physical unclonable function. - Masaya Yoshikawa; Akira Naruse (IRI, 2012)

Interference-aware Incoming Message Detection for MPI Threaded Progression. - Masahiro Miwa; Kohta Nakashima; Akira Naruse (CCGRID, 2013)

Massively parallel algorithm and implementation of RI-MP2 energy calculation for peta-scale many-core supercomputers. - Michio Katouda; Akira Naruse; Yukihiko Hirano; Takahito Nakajima (J. Comput. Chem., 2016)

A Fast Scalable Implicit Solver with Concentrated Computation for Nonlinear Time-Evolution Problems on Low-Order Unstructured Finite Elements. - Tsuyoshi Ichimura; Kohei Fujita; Masashi Horikoshi; Larry Meadows; Kengo Nakajima; Takuma Yamaguchi; Kentaro Koyama; Hikaru Inoue; Akira Naruse; Keisuke Katsushima; Muneo Hori; Lalith Maddegedara (IPDPS, 2018)

A fast scalable implicit solver for nonlinear time-evolution earthquake city problem on low-ordered unstructured finite elements with artificial intelligence and transprecision computing. - Tsuyoshi Ichimura; Kohei Fujita; Takuma Yamaguchi; Akira Naruse; Jack C. Wells; Thomas C. Schulthess; Tjerk P. Straatsma; Christopher Zimmer 001; Maxime Martinasso; Kengo Nakajima; Muneo Hori; Lalith Maddegedara (SC, 2018)

Second-order Optimization Method for Large Mini-batch: Training ResNet-50 on ImageNet in 35 Epochs. - Kazuki Osawa; Yohei Tsuji; Yuichiro Ueno; Akira Naruse; Rio Yokota; Satoshi Matsuoka (CoRR, 2018)

Large-Scale Distributed Second-Order Optimization Using Kronecker-Factored Approximate Curvature for Deep Convolutional Neural Networks. - Kazuki Osawa; Yohei Tsuji; Yuichiro Ueno; Akira Naruse; Rio Yokota; Satoshi Matsuoka (CVPR, 2019)

Performance Optimizations and Analysis of Distributed Deep Learning with Approximated Second-Order Optimization Method. - Yohei Tsuji; Kazuki Osawa; Yuichiro Ueno; Akira Naruse; Rio Yokota; Satoshi Matsuoka (ICPP Workshops, 2019)

GPU Implementation of a Sophisticated Implicit Low-Order Finite Element Solver with FP21-32-64 Computation Using OpenACC. - Takuma Yamaguchi; Kohei Fujita; Tsuyoshi Ichimura; Akira Naruse; Lalith Maddegedara; Muneo Hori (WACCPD@SC, 2019)

Rich Information is Affordable: A Systematic Performance Analysis of Second-order Optimization Using K-FAC. - Yuichiro Ueno; Kazuki Osawa; Yohei Tsuji; Akira Naruse; Rio Yokota (KDD, 2020)

Low-Order Finite Element Solver with Small Matrix-Matrix Multiplication Accelerated by AI-Specific Hardware for Crustal Deformation Computation. - Takuma Yamaguchi; Kohei Fujita; Tsuyoshi Ichimura; Akira Naruse; Jack C. Wells; Christopher Zimmer 001; Tjerk P. Straatsma; Muneo Hori; Lalith Maddegedara; Naonori Ueda (PASC, 2020)

Scalable and Practical Natural Gradient for Large-Scale Deep Learning. - Kazuki Osawa; Yohei Tsuji; Yuichiro Ueno; Akira Naruse; Chuan-Sheng Foo; Rio Yokota (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Parallel Top-K Algorithms on GPU: A Comprehensive Study and New Methods. - Jingrong Zhang; Akira Naruse; Xipeng Li; Yong Wang (SC, 2023)

Custom 8-bit floating point value format for reducing shared memory bank conflict in approximate nearest neighbor search. - Hiroyuki Ootomo; Akira Naruse (CoRR, 2023)

Preliminary Performance Evaluation of Grace-Hopper GH200. - Toshihiro Hanawa; Kengo Nakajima; Yohei Miki 001; Takashi Shimokawabe; Kazuya Yamazaki; Shinji Sumimoto; Osamu Tatebe; Taisuke Boku; Daisuke Takahashi; Akira Nukada; Norihisa Fujita; Ryohei Kobayashi 001; et al. (CLUSTER Workshops, 2024)

CAGRA: Highly Parallel Graph Construction and Approximate Nearest Neighbor Search for GPUs. - Hiroyuki Ootomo; Akira Naruse; Corey Nolet; Ray Wang; Tamas Feher; Yong Wang (ICDE, 2024)