| 2026 | ISCAS | DyNeuro: A Hybrid Neuromorphic Accelerator with Dynamic Spatio-Temporal Variation Adaptations. | Youming Yang, Yi Zhong, Li Lun, Tao Zhang, Xiaoxin Cui, Yuan Wang |
| 2025 | CVPR | Towards Effective and Sparse Adversarial Attack on Spiking Neural Networks via Breaking Invisible Surrogate Gradients. | Li Lun, Kunyu Feng, Qinglong Ni, Ling Liang, Yuan Wang, Ying Li, Dunshan Yu, Xiaoxin Cui |
| 2025 | ISCAS | CROSSCUT: A Multi-Core Neuromorphic Accelerator Improving Resource-Utilization. | Youming Yang, Yi Zhong, Zilin Wang, Tao Zhang, Li Lun, Yingying Cui, Xiaoxin Cui, Song Jia, Yuan Wang |
| 2025 | ISCAS | A Reconfigurable Digital Compute-In-Memory Heterogeneous Macro for Differential Frame Convolution and Spiking Neural Network. | Cheng Zhao, Li Lun, Zhenhui Dai, Haozhe Chen, Yingying Cui, Xiaoxin Cui |
| 2025 | ISCAS | HyNITA: A Neuromorphic Inference and Training Accelerator for Hybrid ANN-SNN Fusion Models. | Yi Zhong, Li Lun, Zilin Wang, Jinhao Ruan, Yipeng Gao, Xiaoxin Cui, Xing Zhang, Yuan Wang |
| 2024 | ISCAS | SPAT: FPGA-based Sparsity-Optimized Spiking Neural Network Training Accelerator with Temporal Parallel Dataflow. | Yuanyuan Jiang, Li Lun, Jiawei Wang, Mingqi Yin, Hanqing Liu, Zhenhui Dai, Xiaole Cui, Xiaoxin Cui |
| 2024 | ISCAS | A 16.41 TOPS/W CNN Accelerator with Event-Based Layer Fusion for Real-Time Inference. | Jiawei Wang, Li Lun, Zhenhui Dai, Yuanyuan Jiang, Xiaoxin Cui |