| 2026 | ASPDAC | MemSearch: An Efficient Memristive In-memory Search Engine with Configurable Similarity Measures. | Yingjie Yu, Houji Zhou, Jiancong Li, Tong Hu, Jia Chen, Yi Li, Xiangshui Miao |
| 2026 | ASPDAC | OAH-CIM: Outlier-Aware Hybrid RRAM-SRAM CIM Accelerator with Variation-Robust Sparsity. | Zhiwei Zhou, Tong Hu, Han Bao, Houji Zhou, Yuyang Fu, Jiancong Li, Jia Chen, Yi Li, Xiangshui Miao |
| 2026 | ISCAS | A Scaling Annealing Method for Combinatorial Optimization in Asynchronous Memristive Hopfield Network. | Han Bao, Kehong Xu, Yibai Xue, Zhiwei Zhou, Yuyang Fu, Jiancong Li, Jia Chen, Yi Li, Xiangshui Miao |
| 2026 | ISCAS | SPEAR: Spike-Aware Point Pruning and Fused FPS-KNN Sampling for Spiking Point Transformer Acceleration Co-Design. | Yilong Fang, Pinfeng Jiang, Letian Wang, Yi Wang, Mingde Zhu, Xiangshui Miao, Xingsheng Wang |
| 2026 | ISCAS | Energy-Efficient Acceleration of Fourier-based Transformers on RRAM-CIM via Mixed-Precision and DFT Symmetry. | Zhiwei Zhou, Yuyang Fu, Jiancong Li, Yi Li, Xiangshui Miao |
| 2025 | DAC | ReSMiPS: A ReRAM-based Sparse Mixed-precision Solver with Fast Matrix Reordering Algorithm. | Yuyang Fu, Jiancong Li, Jia Chen, Zhiwei Zhou, Houji Zhou, Wenlong Peng, Yi Li, Xiangshui Miao |
| 2025 | ICCAD | SPARTA: Spike-Aware Token Skipping Co-Optimization with Heterogeneous ReRAM-CIM Architecture for Spiking Transformer Acceleration. | Pinfeng Jiang, Letian Wang, Yilong Fang, Yi Wang, Mingde Zhu, Xiangshui Miao, Xingsheng Wang |
| 2025 | ICCD | ASMA: An Anisotropy Scaling Memristor-Based Accelerator for LLM Inference. | Zijian Xiong, Xiangrui Yang, Yuhang Zhang, Yue Zhou, Jianguo Yang, Yaoyu Tao, Xiangshui Miao, Yuhui He |
| 2025 | ISCAS | A Novel Memristor-Based Majority Logic and Efficient Approximate Full Adder for Image Processing. | Zhouchao Gan, Yifeng Xiong, Fan Yang, Mengjie Li, Xiangshui Miao, Xingsheng Wang |
| 2025 | ISCAS | ReBA: A Hybrid Sparse Reconfigurable Butterfly Accelerator for Solving Partial Differential Equations via Hardware and Algorithm Co-Design. | Pinfeng Jiang, Letian Wang, Yilong Fang, Yi Wang, Mingde Zhu, Xiangshui Miao, Xingsheng Wang |
| 2024 | DAC | Multi-order Differential Neural Network for TCAD Simulation of the Semiconductor Devices. | Zifei Cai, Anaoxue Huang, Yifeng Xiong, Dejiang Mu, Xiangshui Miao, Xingsheng Wang |