| 2026 | DATE | A Self-Supervised Neuromorphic Processor Using High-Dimensional Representations for Cognitive Map Navigation. | Anqin Xiao, Luyu Yang, Yuhan He, Hengtan Zhang, Ziyi Yang, Lirong Zheng, Zhuo Zou |
| 2026 | ISCA | WaferBRAIN: Whole-Brain Scale Neuromorphic Architecture Based on Wafer-Scale Integration. | Yukun Feng, Hao Jia, Liangyu Gan, Haoming Chu, Yufan He, Jiaxin Yin, Lirong Zheng, Ning Ma, Yuxiang Huan |
| 2026 | ISCAS | CIMS: A CAM-based In-Memory Sorting Architecture for Efficient Top-K Ranking. | Yuhan He, Siheng Lei, Tianxi Hu, Rui Qiao, Lirong Zheng, Zhuo Zou |
| 2026 | ISCAS | Performance-Aware Design Space Exploration for Chiplet-Based Cortical Simulation Processors Considering Area Constraint. | Fanxi Yang, Yi Zheng, Lufei Fan, Qi Jiang, Tianhao Li, Xun He, Lirong Zheng, Zhuo Zou |
| 2026 | ISCAS | A Neuromorphic ASIC Design for Dexterous Hand Control. | Hengtan Zhang, Zeyu Wang, Yifu Liang, Jie Lu, Li Gong, Zhongxue Gan, Lirong Zheng, Zhuo Zou |
| 2025 | ASPDAC | A Computation and Energy Efficient Hardware Architecture for SSL Acceleration. | Huidong Ji, Sheng Li, Yue Cao, Chen Ding, Jiawei Xu, Qitao Tan, Jun Liu, Ao Li, Xulong Tang, Lirong Zheng, Geng Yuan, Zhuo Zou |
| 2025 | DAC | DuoQ: A DSP Utilization-aware and Outlier-free Quantization for FPGA-based LLMs Acceleration. | Zhuoquan Yu, Huidong Ji, Yue Cao, Junfu Wu, Xiaoze Yan, Lirong Zheng, Zhuo Zou |
| 2025 | ECAI | NLBP: Efficient Training Spiking Neural Networks with Neuron-Level Back Propagation. | Zikai Zhu, Yulong Yan, Longrun Xu, Jinqiao Yang, Lirong Zheng, Zhuo Zou |
| 2024 | ISCAS | A Fully Synthesizable Capacitorless Digital LDO for Distributed Power Delivery Network. | Chengwei Cao, Yiwen Tang, Xiongchuan Huang, Zhuo Zou, Lirong Zheng |
| 2024 | ISCAS | A Near-Eye DVS-Based End-to-End Eye Tracking Processor for AR/VR Applications. | Shihang Tan, Jiayu Huang, Quanshu Yan, Lirong Zheng, Zhuo Zou |
| 2024 | ISCAS | Spiking-HDC: A Spiking Neural Network Processor with HDC Classifier Enabling Transfer Learning. | Anqin Xiao, Xin Zhang, Jinqiao Yang, Lirong Zheng, Zhuo Zou |
| 2024 | ISCAS | TSCM: A TCAM-Based Sparse Connection Memory Architecture in Neuromorphic Computing System for Cortical Simulation. | Fanxi Yang, Yuhan He, Ning Ma, Lirong Zheng, Zhuo Zou |
| 2023 | VTC | Self-aware Collaborative Edge Inference with Embedded Devices for Task-oriented IIoT. | Yifan Chen, Zhuoquan Yu, Christine Mwase, Yi Jin, Xin Hu, Lirong Zheng, Zhuo Zou |
| 2021 | ISCAS | Design Framework for SRAM-Based Computing-In-Memory Edge CNN Accelerators. | Yimin Wang, Zhuo Zou, Lirong Zheng |
| 2020 | VTC | An Autonomous Error-Tolerant Architecture Featuring Self-reparation for Convolutional Neural Networks. | Lizheng Liu, Yuxiang Huan, Zhuo Zou, Xiaoming Hu, Lirong Zheng |
| 2018 | ISCAS | A 3D Tiled Low Power Accelerator for Convolutional Neural Network. | Yuxiang Huan, Jiawei Xu, Lirong Zheng, Hannu Tenhunen, Zhuo Zou |
| 2018 | ISCAS | TMR Group Coding Method for Optimized SEU and MBU Tolerant Memory Design. | Yi Jin, Yuxiang Huan, Haoming Chu, Zhuo Zou, Lirong Zheng |
| 2014 | ISCAS | An adaptive 16/64 kHz, 9-bit SAR ADC with peak-aligned sampling for neural spike recording. | Lirong Zheng, Lieuwe B. Leene, Yan Liu, Timothy G. Constandinou |