Haoyu Tang, Yirong Kan, Man Wu, Renyuan Zhang, Yasuhiko Nakashima. DystoHD: an area-efficient hyperdimensional computing system with dynamic hypervector generation for memory-constrained devices. The Journal of Supercomputing. 2026. 82. 3
Mingyang Li, Yirong Kan, Man Wu, Renyuan Zhang, Yasuhiko Nakashima. FPSpike: A Fully Parallel and Reconfigurable Architecture for Accelerating Spiking Neural Networks With Structured Sparsity. IEEE Transactions on Circuits and Systems I: Regular Papers. 2026. 1-14
Yirong Kan, Guangxian Zhu, Renyuan Zhang, Yasuhiko Nakashima. A DNN-Oriented Rapid Simulation Framework for Digital Processing-In-Memory Architectures. 2025 IEEE 38th International System-on-Chip Conference (SOCC). 2025. 1-6
Zhenbin Liang, Renyuan Zhang, Yirong Kan. Research on Federated Learning anti-Byzantine Attack Based on Multi-Dimensional Similarity Assessment for Medical Applications. 2025 IEEE 14th Global Conference on Consumer Electronics (GCCE). 2025. 652-654
Nastaran Asadi, Babak Golbabaei, Yirong Kan, Renyuan Zhang, Yasuhiko Nakashima. A Lightweight Transformer Model with Dynamic Sparse Mask for Neural Machine Translation. 2025 IEEE Symposium on Low-Power and High-Speed Chips and Systems (COOL CHIPS). 2025. 1-6
