@book{CTT100920241, author = {Daichi Fujiki and Xiaowei Wang and Arun Subramaniyan and Reetuparna Das}, title = {In-/near-memory Computing}, publisher = {Springer}, year = 2021, } @article{CTT100941377, author = {Kosuke Matsushima and Yasuyuki Okoshi and Masato Motomura and Daichi Fujiki}, title = {AQPIM: Breaking the PIM Capacity Wall for LLMs with in-Memory Activation Quantization}, journal = {2026 IEEE International Symposium on High Performance Computer Architecture (HPCA)}, year = 2026, } @article{CTT100941379, 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}, title = {Memory-Efficient and Trustworthy Neural Networks via Random Seed-Based Design}, journal = {IEEE Access}, year = 2026, } @article{CTT100941385, author = {Naoto Sugiura and Daichi Fujiki}, title = {SharK: Enabling High-Performance Range Queries in Key-Value Store Through Vlog Resharding}, journal = {IEEE Access}, year = 2025, } @article{CTT100941380, author = {Jiale Yan and Hiroaki Ito and Yuta Nagahara and Kazushi Kawamura and Masato Motomura and Thiem Van Chu and Daichi Fujiki}, title = {BingoGCN: Towards Scalable and Efficient GNN Acceleration with Fine-Grained Partitioning and SLT}, journal = {Proceedings of the 52nd Annual International Symposium on Computer Architecture (ISCA)}, year = 2025, } @article{CTT100941383, author = {Alireza Khadem and Daichi Fujiki and Hilbert Chen and Yufeng Gu and Nishil Talati and Scott Mahlke and Reetuparna Das}, title = {Multi-Dimensional Vector ISA Extension for Mobile In-Cache Computing}, journal = {2025 IEEE International Symposium on High Performance Computer Architecture (HPCA)}, year = 2025, } @article{CTT100941386, author = {Ángel López García-Arias and Yasuyuki Okoshi and Jaehoon Yu and Junnosuke Suzuki and Hikari Otsuka and Kazushi Kawamura and Thiem Van Chu and Daichi Fujiki and Masato Motomura}, title = {WhiteDwarf: A Holistic Co-Design Approach to Ultra-Compact Neural Inference Acceleration}, journal = {IEEE Access}, year = 2025, } @article{CTT100941384, author = {Yuta Nagahara and Jiale Yan and Kazushi Kawamura and Daichi Fujiki and Masato Motomura and Thiem Van Chu}, title = {DMSA: An Efficient Architecture for Sparse–Sparse Matrix Multiplication Based on Distribute-Merge Product Dataflow}, journal = {IEEE Transactions on Very Large Scale Integration (VLSI) Systems}, year = 2025, } @article{CTT100917839, author = {Daichi Fujiki}, title = {MVC: Enabling Fully Coherent Multi-Data-Views through the Memory Hierarchy with Processing in Memory}, journal = {56th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO ’23)}, year = 2023, } @inproceedings{CTT100941378, author = {Ichikawa, Yuki and Motomura, Masato and Van Chu, Thiem and Daichi Fujiki}, title = {Efficient Vision Transformers via Token Merging with Head-wise Attention Correction}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision}, year = 2026, } @inproceedings{CTT100941381, 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}, title = {DX100: Programmable Data Access Accelerator for Indirection}, booktitle = {Proceedings of the 52nd Annual International Symposium on Computer Architecture (ISCA)}, year = 2025, } @inproceedings{CTT100941382, author = {Hiroaki Ito and Jiale Yan and Kazushi Kawamura and Masato Motomura and Thiem Van Chu and Daichi Fujiki}, title = {TTF-GNN: Memory-Efficient GNNs via Tensor Train Decomposition and Network Folding}, booktitle = {2025 IEEE Symposium on Low-Power and High-Speed Chips and Systems (COOL CHIPS)}, year = 2025, } @inproceedings{CTT100941387, 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}, 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}, booktitle = {2024 IEEE Asian Solid-State Circuits Conference (A-SSCC)}, year = 2024, } @inproceedings{CTT100941388, author = {Chen, Y.-C. and Ando, S. and Daichi Fujiki and Takamaeda-Yamazaki, S. and Yoshioka, K.}, title = {OSA-HCIM: On-The-Fly Saliency-Aware Hybrid SRAM CIM with Dynamic Precision Configuration}, booktitle = {Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC}, year = 2024, } @inproceedings{CTT100920246, author = {Alireza Khadem and Daichi Fujiki and Nishil Talati and Scott Mahlke and Reetuparna Das}, title = {Vector-Processing for Mobile Devices: Benchmark and Analysis}, booktitle = {2023 IEEE International Symposium on Workload Characterization (IISWC)}, year = 2023, } @inproceedings{CTT100920257, author = {Daichi Fujiki and Alireza Khadem and Scott Mahlke and Reetuparna Das}, title = {Multi-Layer In-Memory Processing}, booktitle = {2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO)}, year = 2022, }