Tile Art Image Generation Using Conditional Generative Adversarial Networks. - Naoki Matsumura; Hiroki Tokura; Yuki Kuroda; Yasuaki Ito; Koji Nakano (CANDAR Workshops, 2018)

Efficient Byte Stream Pattern Test using Bloom Filter with Rolling Hash Functions on the FPGA. - Takuma Wada; Naoki Matsumura; Koji Nakano; Yasuaki Ito (CANDAR, 2018)

Structured Sparse Fully-Connected Layers in the CNNs and Its GPU Acceleration. - Naoki Matsumura; Yasuaki Ito; Koji Nakano; Akihiko Kasagi; Tsuguchika Tabaru (CANDAR Workshops, 2019)

Novel Unmanned Aerial Vehicle-Based Line-of-Sight MIMO Configuration Independent of Transmitted Distance Using Millimeter Wave. - Naoki Matsumura; Kentaro Nishimori; Ryotaro Taniguchi; Takefumi Hiraguri; Takashi Tomura; Jiro Hirokawa (IEEE Access, 2020)

Tile art image generation using parallel greedy algorithm on the GPU and its approximation with machine learning. - Naoki Matsumura; Hiroki Tokura; Yuki Kuroda; Yasuaki Ito; Koji Nakano (Concurr. Comput. Pract. Exp., 2021)

Efficient implementations of Bloom filter using block RAMs and DSP slices on the FPGA. - Takuma Wada; Naoki Matsumura; Ryota Yasudo; Koji Nakano; Yasuaki Ito (Concurr. Comput. Pract. Exp., 2021)

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)

Verification of Evaluation Model for Speech Proactiveness in Foreign Language Conversations. - Naoki Matsumura; Tomoko Yonezawa (HCI (21), 2024)

Active Learning for Graph Neural Networks Training in Catalyst Energy Prediction. - Yasufumi Sakai; Naoki Matsumura; Atsuki Inoue; Hiroshi Kawaguchi 001; Thang Dang; Atsushi Ishikawa; Árni Björn Höskuldsson; Egill Skúlason (IJCNN, 2024)

Snuggling Robot at Different Positions Based on User's Facial Expressions. - Tomoko Yonezawa; Hikaru Matsuyama; Xin Wan; Naoki Matsumura (SCIS/ISIS, 2024)

Knowledge Distillation Framework for Accelerating High-Accuracy Neural Network-Based Molecular Dynamics Simulations. - Naoki Matsumura; Yuta Yoshimoto; Yuto Iwasaki; Meguru Yamazaki; Yasufumi Sakai (CoRR, 2025)