2026
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| 1. | Takuma Ishibashi*, Hikari Otsuka*, Junnosuke Suzuki, Daichi Fujiki, Masato Motomura Task-Adaptive Sparse Update for Efficient Continual Learning Conference 2026 IEEE International Conference on Image Processing (ICIP), 2026. @conference{ishibashi2026taskadaptive,
title = {Task-Adaptive Sparse Update for Efficient Continual Learning},
author = {Takuma Ishibashi* and Hikari Otsuka* and Junnosuke Suzuki and Daichi Fujiki and Masato Motomura},
year = {2026},
date = {2026-09-13},
urldate = {2026-09-13},
booktitle = {2026 IEEE International Conference on Image Processing (ICIP)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}
|
| 2. | 石橋 琢磨, 大塚 光莉, 鈴木 淳之介, 藤木 大地, 本村 真人 タスクを考慮したスパースなパラメータ更新による効率的な継続学習 Technical Report パターン認識・メディア理解研究会 (PRMU), 2026. @techreport{ishibashi2026prmu,
title = {タスクを考慮したスパースなパラメータ更新による効率的な継続学習},
author = {石橋 琢磨 and 大塚 光莉 and 鈴木 淳之介 and 藤木 大地 and 本村 真人},
year = {2026},
date = {2026-05-14},
urldate = {2026-05-14},
issue = {パターン認識・メディア理解研究会 (PRMU)},
address = {パターン認識・メディア理解研究会 (PRMU)},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}
|
| 3. | 岩田 真旺, 堀 篤史, 永原 雄大, 大塚 光莉, 中森 巧都, 大越 康之, 藤木 大地, 金子 竜也, 安藤 洸太, 本村 真人 低ビットLLMのロスレスモデル圧縮手法の検討 Technical Report LSIとシステムのワークショップ, 2026. @techreport{nokey_44,
title = {低ビットLLMのロスレスモデル圧縮手法の検討},
author = {岩田 真旺 and 堀 篤史 and 永原 雄大 and 大塚 光莉 and 中森 巧都 and 大越 康之 and 藤木 大地 and 金子 竜也 and 安藤 洸太 and 本村 真人},
year = {2026},
date = {2026-05-13},
urldate = {2026-05-13},
address = {LSIとシステムのワークショップ},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}
|
| 4. | Masato Motomura Towards versatile and usable annealing systems for real-world combinatorial optimization problems Presentation International Workshop on Ising Machines, 11.05.2026. @misc{nokey_46,
title = {Towards versatile and usable annealing systems for real-world combinatorial optimization problems},
author = {Masato Motomura},
year = {2026},
date = {2026-05-11},
urldate = {2026-05-11},
address = {International Workshop on Ising Machines},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}
|
| 5. | Kyo Kuroki, Thiem Van Chu, Masato Motomura, Kazushi Kawamura Annealed Mean Field Descent Is Highly Effective for Quadratic Unconstrained Binary Optimization Journal Article In: IEEE Transactions on Evolutionary Computation, 2026. @article{nokey,
title = {Annealed Mean Field Descent Is Highly Effective for Quadratic Unconstrained Binary Optimization},
author = {Kyo Kuroki and Thiem Van Chu and Masato Motomura and Kazushi Kawamura},
year = {2026},
date = {2026-05-06},
urldate = {2026-05-06},
journal = {IEEE Transactions on Evolutionary Computation},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}
|
| 6. | Yasuyuki Okoshi*, Hikari Otsuka*, Daichi Fujiki, Masato Motomura Towards Quantization-Aware Training for Ultra-Low-Bit Reasoning {LLM}s Conference The Fourteenth International Conference on Learning Representations, 2026. @conference{nokey,
title = {Towards Quantization-Aware Training for Ultra-Low-Bit Reasoning {LLM}s},
author = {Yasuyuki Okoshi* and Hikari Otsuka* and Daichi Fujiki and Masato Motomura},
year = {2026},
date = {2026-04-23},
urldate = {2026-04-23},
booktitle = {The Fourteenth International Conference on Learning Representations},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}
|
| 7. | Guanxi Lu, Hao Mark Chen, Yuto Karashima, Zhican Wang, Daichi Fujiki, Hongxiang Fan Semantic-Aware Diffusion {LLM} Inference With Adaptive Block Size Conference The Fourteenth International Conference on Learning Representations, 2026. @conference{nokey,
title = {Semantic-Aware Diffusion {LLM} Inference With Adaptive Block Size},
author = {Guanxi Lu and Hao Mark Chen and Yuto Karashima and Zhican Wang and Daichi Fujiki and Hongxiang Fan},
year = {2026},
date = {2026-04-23},
urldate = {2026-04-23},
booktitle = {The Fourteenth International Conference on Learning Representations},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}
|
| 8. | Junnosuke Suzuki*, Takuma Ishibashi*, Hikari Otsuka, Yasuyuki Okoshi, Kota Ando, Daichi Fujiki, Masato Motomura 22nm Continual Learning Accelerator for Autonomous Systems with 69.2TOPS/W Dynamic-Sparse-Weight-Update and Dual-Mode Vector-Scaled-INT4 Processing Proceedings 2026. @proceedings{nokey_45,
title = {22nm Continual Learning Accelerator for Autonomous Systems with 69.2TOPS/W Dynamic-Sparse-Weight-Update and Dual-Mode Vector-Scaled-INT4 Processing},
author = {Junnosuke Suzuki* and Takuma Ishibashi* and Hikari Otsuka and Yasuyuki Okoshi and Kota Ando and Daichi Fujiki and Masato Motomura},
year = {2026},
date = {2026-04-19},
urldate = {2026-04-19},
booktitle = {IEEE Custom Integrated Circuits Conference 2026},
keywords = {International Conference},
pubstate = {published},
tppubtype = {proceedings}
}
|
| 9. | 神保 聡, 井上 源太, 白井 達彦, 本村 真人, 川村 一志 未探索解の導出を促進する探索解フィードバック型イジングモデル最適化機構 Technical Report 第203回HPC・第17回QS合同研究発表会, 2026. @techreport{nokey,
title = {未探索解の導出を促進する探索解フィードバック型イジングモデル最適化機構},
author = {神保 聡 and 井上 源太 and 白井 達彦 and 本村 真人 and 川村 一志},
year = {2026},
date = {2026-03-18},
urldate = {2026-03-18},
address = {第203回HPC・第17回QS合同研究発表会},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}
|
| 10. | 中森 巧都, 永原 雄大, 市川 雄樹, 大塚 光莉, 金子 竜也, Chu Thiem Van, 本村 真人, 藤木 大地 ビットスライス行列乗算におけるパターンベースの部分和再利用と協調設計 Technical Report 第203回HPC・第17回QS合同研究発表会, 2026. @techreport{nokey,
title = {ビットスライス行列乗算におけるパターンベースの部分和再利用と協調設計},
author = {中森 巧都 and 永原 雄大 and 市川 雄樹 and 大塚 光莉 and 金子 竜也 and Chu Thiem Van and 本村 真人 and 藤木 大地},
year = {2026},
date = {2026-03-18},
urldate = {2026-03-18},
address = {第203回HPC・第17回QS合同研究発表会},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}
|
| 11. | 井上 源太, 神保 聡, 白井 達彦, 本村 真人, 川村 一志 2段階最適化における解品質向上を目的としたイジングモデルの学習的調整手法 Technical Report 第203回HPC・第17回QS合同研究発表会, 2026. @techreport{nokey,
title = {2段階最適化における解品質向上を目的としたイジングモデルの学習的調整手法},
author = {井上 源太 and 神保 聡 and 白井 達彦 and 本村 真人 and 川村 一志},
year = {2026},
date = {2026-03-18},
urldate = {2026-03-18},
address = {第203回HPC・第17回QS合同研究発表会},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}
|
| 12. | Yuki Ichikawa, Masato Motomura, Thiem Chu, Daichi Fujiki Efficient Vision Transformers via Token Merging with Head-wise Attention Correction Conference The IEEE/CVF Winter Conference on Applications of Computer Vision, 2026. @conference{nokey,
title = {Efficient Vision Transformers via Token Merging with Head-wise Attention Correction},
author = {Yuki Ichikawa and Masato Motomura and Thiem Chu and Daichi Fujiki},
year = {2026},
date = {2026-03-09},
urldate = {2026-03-09},
booktitle = {The IEEE/CVF Winter Conference on Applications of Computer Vision},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}
|
| 13. | Hiroaki Ito, Hikari Otsuka, Ryota Yasudo, Zhiqiang Que, Jose G. F. Coutinho, Daichi Fujiki, Masato Motomura, Ce Guo, Wayne Luk Memory-Efficient and Trustworthy Neural Networks via Random Seed-Based Design Journal Article In: IEEE Access, 2026. @article{nokey,
title = {Memory-Efficient and Trustworthy Neural Networks via Random Seed-Based Design},
author = {Hiroaki Ito and Hikari Otsuka and Ryota Yasudo and Zhiqiang Que and Jose G. F. Coutinho and Daichi Fujiki and Masato Motomura and Ce Guo and Wayne Luk},
year = {2026},
date = {2026-01-29},
urldate = {2026-01-29},
journal = {IEEE Access},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}
|
| 14. | Hikari Otsuka, Daiki Chijiwa, Yasuyuki Okoshi, Daichi Fujiki, Susumu Takeuchi, Masato Motomura The Strong Lottery Ticket Hypothesis for Multi-Head Attention Mechanisms Conference The Fortieth AAAI Conference on Artificial Intelligence (AAAI 2026), 2026. @conference{nokey_35,
title = {The Strong Lottery Ticket Hypothesis for Multi-Head Attention Mechanisms},
author = {Hikari Otsuka and Daiki Chijiwa and Yasuyuki Okoshi and Daichi Fujiki and Susumu Takeuchi and Masato Motomura},
year = {2026},
date = {2026-01-25},
urldate = {2026-01-25},
booktitle = {The Fortieth AAAI Conference on Artificial Intelligence (AAAI 2026)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}
|
| 15. | Kosuke Matsushima, Yasuyuki Okoshi, Masato Motomura, Daichi Fujiki AQPIM: Breaking the PIM Capacity Wall for LLMs with In-Memory Activation Quantization Conference IEEE International Symposium on High-Performance Computer Architecture (HPCA), 2026. @conference{AQPIM,
title = {AQPIM: Breaking the PIM Capacity Wall for LLMs with In-Memory Activation Quantization},
author = {Kosuke Matsushima and Yasuyuki Okoshi and Masato Motomura and Daichi Fujiki},
year = {2026},
date = {2026-01-06},
urldate = {2026-01-06},
booktitle = {IEEE International Symposium on High-Performance Computer Architecture (HPCA)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}
|
2025
|
| 16. | Yasuyuki Okoshi, Hikari Otsuka, Daichi Fujiki, Masato Motomura TicketLLM: Next-Generation Sparse and Low-bit Transformers with Supermask-based Method Journal Article In: Transactions on Machine Learning Research, 2025. @article{nokey_34,
title = {TicketLLM: Next-Generation Sparse and Low-bit Transformers with Supermask-based Method},
author = {Yasuyuki Okoshi and Hikari Otsuka and Daichi Fujiki and Masato Motomura},
year = {2025},
date = {2025-12-15},
journal = {Transactions on Machine Learning Research},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}
|
| 17. | Hao Mark Chen, Guanxi Lu, Yasuyuki Okoshi, Zhiwen Mo, Masato Motomura, Hongxiang Fan Rethinking Optimal Verification Granularity for Compute-Efficient Test-Time Scaling Conference 39th Annual Conference on Neural Information Processing Systems (NeurIPS 2025), 2025. @conference{nokey_32,
title = {Rethinking Optimal Verification Granularity for Compute-Efficient Test-Time Scaling},
author = {Hao Mark Chen and Guanxi Lu and Yasuyuki Okoshi and Zhiwen Mo and Masato Motomura and Hongxiang Fan},
year = {2025},
date = {2025-12-05},
booktitle = {39th Annual Conference on Neural Information Processing Systems (NeurIPS 2025)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}
|
| 18. | Kyo Kuroki, Yasuyuki Okoshi, Thiem Van Chu, Kazushi Kawamura, Masato Motomura Binary Quadratic Quantization: Beyond First-Order Quantization for Real-Valued Matrix Compression Conference 39th Annual Conference on Neural Information Processing Systems (NeurIPS 2025), 2025. @conference{nokey_31,
title = {Binary Quadratic Quantization: Beyond First-Order Quantization for Real-Valued Matrix Compression},
author = {Kyo Kuroki and Yasuyuki Okoshi and Thiem Van Chu and Kazushi Kawamura and Masato Motomura},
year = {2025},
date = {2025-12-05},
urldate = {2025-12-05},
booktitle = {39th Annual Conference on Neural Information Processing Systems (NeurIPS 2025)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}
|
| 19. | Okonogi Daiki, Yu Jaehoon, Jimbo Satoru, Inoue Genta, Hyodo Akira, Ando Kota, Hideki Fukushima-Kimura Bruno, Yasudo Ryota, van Chu Thiem, Motomura Masato, Kawamura Kazushi Amorphica: A Fully Connected Annealer Supporting Metamorphic Annealing and Scalable Multi Chip Integration Journal Article In: IEEE Access, 2025. @article{nokey_33,
title = {Amorphica: A Fully Connected Annealer Supporting Metamorphic Annealing and Scalable Multi Chip Integration},
author = {Okonogi Daiki and Yu Jaehoon and Jimbo Satoru and Inoue Genta and Hyodo Akira and Ando Kota and Hideki Fukushima-Kimura Bruno and Yasudo Ryota and van Chu Thiem and Motomura Masato and Kawamura Kazushi},
year = {2025},
date = {2025-10-13},
journal = {IEEE Access},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}
|
| 20. | Satoru Jimbo, Kazushi Kawamura Boltzmann Machine Is Useful for Enhancing Search Performance of Ising Machines Conference The Genetic and Evolutionary Computation Conference (GECCO), 2025, 2025. @conference{nokey_28,
title = {Boltzmann Machine Is Useful for Enhancing Search Performance of Ising Machines},
author = {Satoru Jimbo and Kazushi Kawamura},
year = {2025},
date = {2025-08-11},
urldate = {2025-08-11},
address = {The Genetic and Evolutionary Computation Conference (GECCO), 2025},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}
|
| 21. | 松島 康祐, 大越 康之, 本村 真人, 藤木 大地 PIM による動的量子化を用いた大規模言語モデル推論の効率化 Technical Report 電子情報通信学会コンピュータシステム研究会 (CPSY) , 2025, 2025. @techreport{nokey,
title = {PIM による動的量子化を用いた大規模言語モデル推論の効率化},
author = {松島 康祐 and 大越 康之 and 本村 真人 and 藤木 大地},
year = {2025},
date = {2025-07-28},
address = {電子情報通信学会コンピュータシステム研究会 (CPSY) , 2025},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}
|
| 22. | 藤木大地 キオクシア奨励研究優秀研究賞 Presentation 01.07.2025. @misc{nokey,
title = {キオクシア奨励研究優秀研究賞},
author = {藤木大地},
year = {2025},
date = {2025-07-01},
keywords = {Awards},
pubstate = {published},
tppubtype = {presentation}
}
|
| 23. | Yasuyuki Okoshi, Hikari Otsuka, Junnosuke Suzuki, Daichi Fujiki, Masato Motomura Unlocking the Potential of Extremely Low-Bit Sparse Transformers through Adaptive Multi-bit Supermasks and Random Weights Workshop TTODLer-FM Workshop, ICML, 2025. @workshop{nokey_27,
title = {Unlocking the Potential of Extremely Low-Bit Sparse Transformers through Adaptive Multi-bit Supermasks and Random Weights},
author = {Yasuyuki Okoshi and Hikari Otsuka and Junnosuke Suzuki and Daichi Fujiki and Masato Motomura},
year = {2025},
date = {2025-06-10},
urldate = {2025-06-10},
address = {TTODLer-FM Workshop, ICML},
keywords = {Workshop},
pubstate = {published},
tppubtype = {workshop}
}
|
| 24. | Hikari Otsuka, Yasuyuki Okoshi, Daichi Fujiki, Susumu Takeuchi, Masato Motomura, Daiki Chijiwa On the Existence of Hidden Subnetworks Within a Randomly Weighted Multi-Head Attention Mechanism Workshop High-dimensional Learning Dynamics Workshop, ICML, 2025. @workshop{nokeyz,
title = {On the Existence of Hidden Subnetworks Within a Randomly Weighted Multi-Head Attention Mechanism},
author = {Hikari Otsuka and Yasuyuki Okoshi and Daichi Fujiki and Susumu Takeuchi and Masato Motomura and Daiki Chijiwa},
year = {2025},
date = {2025-06-10},
urldate = {2025-06-10},
address = {High-dimensional Learning Dynamics Workshop, ICML},
keywords = {Workshop},
pubstate = {published},
tppubtype = {workshop}
}
|
| 25. | Yuta Nagahara, Jiale Yan, Kazushi Kawamura, Daichi Fujiki, Masato Motomura, Thiem Van Chu
DMSA: An Efficient Architecture for Sparse–Sparse Matrix Multiplication Based on Distribute-Merge Product Dataflow Journal Article In: IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2025. @article{nokey,
title = {DMSA: An Efficient Architecture for Sparse–Sparse Matrix Multiplication Based on Distribute-Merge Product Dataflow},
author = {Yuta Nagahara and Jiale Yan and Kazushi Kawamura and Daichi Fujiki and Masato Motomura and Thiem Van Chu
},
year = {2025},
date = {2025-04-23},
urldate = {2025-04-23},
journal = {IEEE Transactions on Very Large Scale Integration (VLSI) Systems},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}
|
| 26. | 本村真人 令和7年度 文部科学大臣表彰 科学技術賞 (開発部門) 「動的再構成プロセッサ技術とAI処理プロセッサの開発」 Presentation 15.04.2025. @misc{nokey,
title = {令和7年度 文部科学大臣表彰 科学技術賞 (開発部門) 「動的再構成プロセッサ技術とAI処理プロセッサの開発」},
author = {本村真人},
year = {2025},
date = {2025-04-15},
urldate = {2025-04-15},
keywords = {Awards},
pubstate = {published},
tppubtype = {presentation}
}
|
| 27. | Hiroaki Ito, Jiale Yan, Hikari Otsuka, Kazushi Kawamura, Masato Motomura, Thiem Van Chu, Daichi Fujiki Uncovering Strong Lottery Tickets in Graph Transformers: A Path to Memory Efficient and Robust Graph Learning Journal Article In: Transactions on Machine Learning Research, 2025. @article{nokey,
title = {Uncovering Strong Lottery Tickets in Graph Transformers: A Path to Memory Efficient and Robust Graph Learning},
author = {Hiroaki Ito and Jiale Yan and Hikari Otsuka and Kazushi Kawamura and Masato Motomura and Thiem Van Chu and Daichi Fujiki},
year = {2025},
date = {2025-03-22},
urldate = {2025-03-22},
journal = {Transactions on Machine Learning Research},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}
|
| 28. | Alireza Khadem, Kamalavasan Kamalakkannan, Zhenyan Zhu, Akash Poptani, Yufeng Gu, Jered Benjamin Dominguez-Trujillo, Nishil Talati, Daichi Fujiki, Scott Mahlke, Galen Shipman, Reetuparna Das
DX100: Programmable Data Access Accelerator for Indirection Conference International Symposium on Computer Architecture (ISCA 2025), 2025. @conference{nokey,
title = {DX100: Programmable Data Access Accelerator for Indirection},
author = {Alireza Khadem and Kamalavasan Kamalakkannan and Zhenyan Zhu and Akash Poptani and Yufeng Gu and Jered Benjamin Dominguez-Trujillo and Nishil Talati and Daichi Fujiki and Scott Mahlke and Galen Shipman and Reetuparna Das
},
year = {2025},
date = {2025-03-21},
urldate = {2025-03-21},
booktitle = {International Symposium on Computer Architecture (ISCA 2025)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}
|
| 29. | Jiale Yan, Hiroaki Ito, Yuta Nagahara, Kazushi Kawamura, Masato Motomura, Thiem Van Chu, Daichi Fujiki BingoGCN: Towards Scalable and Efficient GNN Acceleration with Fine-Grained Partitioning and SLT Conference International Symposium on Computer Architecture (ISCA 2025), 2025. @conference{nokey,
title = {BingoGCN: Towards Scalable and Efficient GNN Acceleration with Fine-Grained Partitioning and SLT},
author = {Jiale Yan and Hiroaki Ito and Yuta Nagahara and Kazushi Kawamura and Masato Motomura and Thiem Van Chu and Daichi Fujiki},
year = {2025},
date = {2025-03-21},
urldate = {2025-03-21},
booktitle = {International Symposium on Computer Architecture (ISCA 2025)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}
|
| 30. | Hiroaki Ito, Jiale Yan, Kazushi Kawamura, Masato Motomura, Thiem Van Chu, Daichi Fujiki TF-GNN: Memory-Efficient GNNs via Tensor Train Decomposition and Network Folding Conference COOL Chips 28, Japan, 2025. @conference{nokey,
title = {TF-GNN: Memory-Efficient GNNs via Tensor Train Decomposition and Network Folding},
author = {Hiroaki Ito and Jiale Yan and Kazushi Kawamura and Masato Motomura and Thiem Van Chu and Daichi Fujiki},
year = {2025},
date = {2025-03-20},
urldate = {2025-03-20},
booktitle = {COOL Chips 28},
address = {Japan},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}
|
| 31. | 伊藤宏朗, 嚴佳樂, 大塚光莉, 川村一志, 本村真人, ティエムヴァンチュ, 藤木大地 グラフトランスフォーマーにおける強い宝くじの発見 Technical Report 第56回 IBISML研究会, 2025. @techreport{nokey,
title = {グラフトランスフォーマーにおける強い宝くじの発見},
author = {伊藤宏朗 and 嚴佳樂 and 大塚光莉 and 川村一志 and 本村真人 and ティエムヴァンチュ and 藤木大地},
year = {2025},
date = {2025-03-19},
urldate = {2025-03-19},
address = {第56回 IBISML研究会},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}
|
| 32. | Ángel López García-Arias, Yasuyuki Okoshi, Jaehoon Yu, Junnnosuke Suzuki, Hikari Otsuka, Kazushi Kawamura, Thiem Van Chu, Daichi Fujiki, Masato Motomura
WhiteDwarf: A Holistic Co-Design Approach to Ultra-Compact Neural Inference Acceleration Journal Article In: IEEE Access, 2025. @article{nokey,
title = {WhiteDwarf: A Holistic Co-Design Approach to Ultra-Compact Neural Inference Acceleration},
author = {Ángel López García-Arias and Yasuyuki Okoshi and Jaehoon Yu and Junnnosuke Suzuki and Hikari Otsuka and Kazushi Kawamura and Thiem Van Chu and Daichi Fujiki and Masato Motomura
},
year = {2025},
date = {2025-03-12},
journal = {IEEE Access},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}
|
| 33. | Alireza Khadem, Daichi Fujiki, Hilbert Chen, Yufeng Gu, Nishil Talati, Scott Mahlke, Reetuparna Das Multi-Dimensional Vector ISA Extension for Mobile In-Cache Computing Conference IEEE International Symposium on High Performance Computer Architecture (HPCA 2025), 2025. @conference{nokey,
title = {Multi-Dimensional Vector ISA Extension for Mobile In-Cache Computing},
author = {Alireza Khadem and Daichi Fujiki and Hilbert Chen and Yufeng Gu and Nishil Talati and Scott Mahlke and Reetuparna Das},
year = {2025},
date = {2025-03-01},
urldate = {2025-03-01},
booktitle = {IEEE International Symposium on High Performance Computer Architecture (HPCA 2025)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}
|
| 34. | Hikari Otsuka*, Daiki Chijiwa*, 'Angel L'opez Garc'ia-Arias*, Yasuyuki Okoshi, Kazushi Kawamura, Thiem Van Chu, Daichi Fujiki, Susumu Takeuchi, Masato Motomura Partially Frozen Random Networks Contain Compact Strong Lottery Tickets Journal Article In: Transactions on Machine Learning Research, 2025. @article{nokey,
title = {Partially Frozen Random Networks Contain Compact Strong Lottery Tickets},
author = {Hikari Otsuka* and Daiki Chijiwa* and {'A}ngel L{'o}pez Garc{'i}a-Arias* and Yasuyuki Okoshi and Kazushi Kawamura and Thiem Van Chu and Daichi Fujiki and Susumu Takeuchi and Masato Motomura},
url = {https://openreview.net/forum?id=xpnPYfufhz},
year = {2025},
date = {2025-02-11},
urldate = {2025-02-11},
journal = {Transactions on Machine Learning Research},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}
|
| 35. | Tsukasa Yamakura, Kazushi Kawamura, Daichi Fujiki, Masato Motomura, Thiem Van Chu Accelerating Decision Forest Training via Node-Level Random Data Sampling Workshop Asia and South Pacific Design Automation Conference (ASP-DAC), WIP Poster, 2025. @workshop{nokey,
title = {Accelerating Decision Forest Training via Node-Level Random Data Sampling},
author = {Tsukasa Yamakura and Kazushi Kawamura and Daichi Fujiki and Masato Motomura and Thiem Van Chu},
year = {2025},
date = {2025-01-21},
urldate = {2025-01-21},
address = {Asia and South Pacific Design Automation Conference (ASP-DAC), WIP Poster},
keywords = {Awards, Workshop},
pubstate = {published},
tppubtype = {workshop}
}
|
| 36. | Naoto Sugiura, Daichi Fujiki SharK: Enabling High-Performance Range Queries in Key-Value Store Through Vlog Resharding Journal Article In: IEEE Access, vol. 13, pp. 203041-203056, 2025. @article{shark,
title = {SharK: Enabling High-Performance Range Queries in Key-Value Store Through Vlog Resharding},
author = {Naoto Sugiura and Daichi Fujiki},
doi = {10.1109/ACCESS.2025.3638766},
year = {2025},
date = {2025-01-15},
journal = {IEEE Access},
volume = {13},
pages = {203041-203056},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}
|
2024
|
| 37. | Hikari Otsuka, Daiki Chijiwa, 'Angel L'opez Garc'ia-Arias, Yasuyuki Okoshi, Kazushi Kawamura, Thiem Van Chu, Daichi Fujiki, Susumu Takeuchi, Masato Motomura Partially Frozen Random Networks Contain Compact Strong Lottery Tickets Workshop Workshop on Machine Learning and Compression, NeurIPS, 2024. @workshop{neurips_2024_otuska,
title = {Partially Frozen Random Networks Contain Compact Strong Lottery Tickets},
author = {Hikari Otsuka and Daiki Chijiwa and {'A}ngel L{'o}pez Garc{'i}a-Arias and Yasuyuki Okoshi and Kazushi Kawamura and Thiem Van Chu and Daichi Fujiki and Susumu Takeuchi and Masato Motomura},
url = {https://openreview.net/forum?id=xfE4Dk3X6c},
year = {2024},
date = {2024-12-25},
urldate = {2024-12-25},
address = {Workshop on Machine Learning and Compression, NeurIPS},
keywords = {Workshop},
pubstate = {published},
tppubtype = {workshop}
}
|
| 38. | Ángel López García-Arias, Yasuyuki Okoshi, Hikari Otsuka, Daiki Chijiwa, Yasuhiro Fujiwara, Susumu Takeuchi, Masato Motomura The Trichromatic Strong Lottery Ticket Hypothesis: Neural Compression With Three Primary Supermasks Workshop Workshop on Machine Learning and Compression, NeurIPS, 2024. @workshop{neurips_2024_lopezb,
title = {The Trichromatic Strong Lottery Ticket Hypothesis: Neural Compression With Three Primary Supermasks},
author = {Ángel López García-Arias and Yasuyuki Okoshi and Hikari Otsuka and Daiki Chijiwa and Yasuhiro Fujiwara and Susumu Takeuchi and Masato Motomura},
url = {https://openreview.net/forum?id=CfI2KfPb4C},
year = {2024},
date = {2024-12-19},
urldate = {2024-12-19},
address = {Workshop on Machine Learning and Compression, NeurIPS},
keywords = {Awards, Workshop},
pubstate = {published},
tppubtype = {workshop}
}
|
| 39. | Yuki Kameyama, Naoya Niwa, Daichi Fujiki, Hiroki Matsutani, Michihiro Koibuchi, Hideharu Amano (Ed.) The Case for Coherence Directories in Memory Cubes Conference 2024 17th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC-2024), 2024. @conference{nokey,
title = {The Case for Coherence Directories in Memory Cubes},
editor = {Yuki Kameyama and Naoya Niwa and Daichi Fujiki and Hiroki Matsutani and Michihiro Koibuchi and Hideharu Amano},
year = {2024},
date = {2024-12-12},
urldate = {2024-12-12},
booktitle = {2024 17th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC-2024)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}
|
| 40. | Akihiro Shioda, Ángel López García-Arias, Hikari Otsuka, Yuki Ichikawa, Yasuyuki Okoshi, Kazushi Kawamura, Thiem Van Chu, Daichi Fujiki, Masato Motomura Exploiting N: M Sparsity in Quantized-Folded ResNets: Signed Multicoat Supermasks and Iterative Pruning-Quantization Conference 2024 Twelfth International Symposium on Computing and Networking (CANDAR), 2024. @conference{nokey,
title = {Exploiting N: M Sparsity in Quantized-Folded ResNets: Signed Multicoat Supermasks and Iterative Pruning-Quantization},
author = {Akihiro Shioda and Ángel López García-Arias and Hikari Otsuka and Yuki Ichikawa and Yasuyuki Okoshi and Kazushi Kawamura and Thiem Van Chu and Daichi Fujiki and Masato Motomura},
url = {https://ieeexplore.ieee.org/abstract/document/10818255},
year = {2024},
date = {2024-12-03},
urldate = {2024-12-03},
booktitle = {2024 Twelfth International Symposium on Computing and Networking (CANDAR)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}
|
| 41. | Daichi Fujiki [Invited] Towards Multi-Layer Processing-in-Memory Systems for General Applications Presentation Rising Star Express (RiSE) Forum at IEEE Asian Solid-State Circuits Conference (A-SSCC) 2024, 21.11.2024. @misc{nokey,
title = {[Invited] Towards Multi-Layer Processing-in-Memory Systems for General Applications},
author = {Daichi Fujiki},
year = {2024},
date = {2024-11-21},
urldate = {2024-11-21},
address = {Rising Star Express (RiSE) Forum at IEEE Asian Solid-State Circuits Conference (A-SSCC) 2024},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}
|
| 42. | Yasuyuki Okoshi, Ángel López García-Arias, Jaehoon Yu, Junnnosuke Suzuki, Hikari Otsuka, Thiem Van Chu, Kazushi Kawamura, Daichi Fujiki, Masato Motomura
WhiteDwarf: 12.24 TFLOPS/W 40 nm Versatile Neural Inference Engine for Ultra-Compact Execution of CNNs and MLPs Through Triple Unstructured Sparsity Exploitation and Triple Model Compression Conference 2024 IEEE Asian Solid-State Circuits Conference (A-SSCC), 2024. @conference{nokey,
title = {WhiteDwarf: 12.24 TFLOPS/W 40 nm Versatile Neural Inference Engine for Ultra-Compact Execution of CNNs and MLPs Through Triple Unstructured Sparsity Exploitation and Triple Model Compression},
author = {Yasuyuki Okoshi and Ángel López García-Arias and Jaehoon Yu and Junnnosuke Suzuki and Hikari Otsuka and Thiem Van Chu and Kazushi Kawamura and Daichi Fujiki and Masato Motomura
},
url = {https://ieeexplore.ieee.org/document/10849314
},
year = {2024},
date = {2024-11-18},
urldate = {2024-11-18},
booktitle = {2024 IEEE Asian Solid-State Circuits Conference (A-SSCC)},
keywords = {International Conference},
pubstate = {published},
tppubtype = {conference}
}
|
| 43. | 兵藤旭, 神保聡, 小此木大輝, 井上源太, Thiem Van Chu, 本村真人, 川村一志 2スピン同時フリップの並列試行により高効率な解探索を行うアニーリングプロセッサ Technical Report デザインガイア, 2024. @techreport{nokey,
title = {2スピン同時フリップの並列試行により高効率な解探索を行うアニーリングプロセッサ},
author = {兵藤旭 and 神保聡 and 小此木大輝 and 井上源太 and Thiem Van Chu and 本村真人 and 川村一志},
year = {2024},
date = {2024-11-12},
urldate = {2024-11-12},
address = {デザインガイア},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}
|
| 44. | Tsukasa Yamakura, Kazushi Kawamura, Daichi Fujiki, Masato Motomura, Thiem Van Chu GPB: An Efficient GBDT Training Method with Tree-Level Parallelism Using Binary Feature Decomposition Workshop IEEE/ACM International Symposium on Microarchitecture (MICRO), Student Research Competition, 2024. @workshop{nokey,
title = {GPB: An Efficient GBDT Training Method with Tree-Level Parallelism Using Binary Feature Decomposition},
author = {Tsukasa Yamakura and Kazushi Kawamura and Daichi Fujiki and Masato Motomura and Thiem Van Chu},
year = {2024},
date = {2024-11-03},
urldate = {2024-11-03},
address = {IEEE/ACM International Symposium on Microarchitecture (MICRO), Student Research Competition},
keywords = {Workshop},
pubstate = {published},
tppubtype = {workshop}
}
|
| 45. | Yuki Ichikawa, Kazushi Kawamura, Masato Motomura, Thiem Van Chu Efficient Stereo Visual Odometry on FPGA Featuring On-Chip Map Management and Pipelined Descriptor-Based Block Matching Journal Article In: IEEE Access, 2024. @article{nokey,
title = {Efficient Stereo Visual Odometry on FPGA Featuring On-Chip Map Management and Pipelined Descriptor-Based Block Matching},
author = {Yuki Ichikawa and Kazushi Kawamura and Masato Motomura and Thiem Van Chu },
year = {2024},
date = {2024-09-23},
urldate = {2024-09-23},
journal = {IEEE Access},
keywords = {Journal Papers},
pubstate = {published},
tppubtype = {article}
}
|
| 46. | 市川雄樹, 川村一志, 本村 真人, ティエムヴァンチュ パイプライン処理と画像特徴の転用によるSLAMアクセラレータの効率化 Technical Report 電子情報通信学会ソサイエティ大会, 2024. @techreport{nokey,
title = {パイプライン処理と画像特徴の転用によるSLAMアクセラレータの効率化},
author = {市川雄樹 and 川村一志 and 本村 真人 and ティエムヴァンチュ},
year = {2024},
date = {2024-09-13},
urldate = {2024-09-13},
address = {電子情報通信学会ソサイエティ大会},
keywords = {Domestic Conference},
pubstate = {published},
tppubtype = {techreport}
}
|
| 47. | 永原 雄大, Jiale Yan, 川村 一志, 本村真人, Thiem Van Chu [記念講演] 分散マージ乗算手法に基づく疎行列疎行列積アクセラレータ Presentation 電子情報通信学会 VLSI設計技術（VLD）研究会 Excellent Student Author Award for ASP-DAC 2024, 04.09.2024. @misc{nagahara-vld-202402,
title = {[記念講演] 分散マージ乗算手法に基づく疎行列疎行列積アクセラレータ},
author = {永原 雄大 and Jiale Yan and 川村 一志 and 本村真人 and Thiem Van Chu},
year = {2024},
date = {2024-09-04},
urldate = {2024-02-29},
address = {電子情報通信学会 VLSI設計技術（VLD）研究会 Excellent Student Author Award for ASP-DAC 2024},
keywords = {Awards, Domestic Conference, Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}
|
| 48. | Daichi Fujiki [記念講演] MVC: Enabling Fully Coherent Multi-Data-Views through the Memory Hierarchy with Processing in Memory Presentation FIT Top Conference Session 2024, 04.09.2024. @misc{nokey,
title = {[記念講演] MVC: Enabling Fully Coherent Multi-Data-Views through the Memory Hierarchy with Processing in Memory},
author = {Daichi Fujiki},
year = {2024},
date = {2024-09-04},
urldate = {2024-09-04},
address = {FIT Top Conference Session 2024},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}
|
| 49. | 本村 真人 [基調講演] 組み込み市場を変革するエッジAIの今後の展開 Presentation 日刊工業新聞社ウェビナー, 22.08.2024. @misc{kichoukouen-20240822,
title = {[基調講演] 組み込み市場を変革するエッジAIの今後の展開},
author = {本村 真人},
year = {2024},
date = {2024-08-22},
urldate = {2024-08-22},
address = {日刊工業新聞社ウェビナー},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}
|
| 50. | 本村 真人 [Invited] AIチップ開発の最先端 Presentation 電子情報通信学会先端セミナー, 01.08.2024. @misc{ieice-sentan-seminar-20240801,
title = {[Invited] AIチップ開発の最先端},
author = {本村 真人},
year = {2024},
date = {2024-08-01},
urldate = {2024-08-01},
address = {電子情報通信学会先端セミナー},
keywords = {Invited Talks},
pubstate = {published},
tppubtype = {presentation}
}
|