TengYue-1TengYue: In Chinese means jump over.: A High Performance Embedded SoC. - Lei Wang 011; Hongyi Lu; Kui Dai; Zhiying Wang 003 (Asia-Pacific Computer Systems Architecture Conference, 2004)

An Approximate Method for Performance Evaluation of Asynchronous Pipeline Rings. - Lei Wang 011; Zhiying Wang 003; Kui Dai (CIT, 2006)

Cycle Period Analysis and Optimization of Timed Circuits. - Lei Wang 011; Zhiying Wang 003; Kui Dai (Asia-Pacific Computer Systems Architecture Conference, 2006)

Research and Implementation of a 32-Bit Asynchronous Multiplier. - Yong Li 006; Lei Wang 011; Rui Gong; Kui Dai; Zhiying Wang 003 (J. Comput. Res. Dev., 2006)

An Optimal Design Method for De-synchronous Circuit Based on Control Graph. - Gang Jin; Lei Wang 011; Zhiying Wang 003; Kui Dai (APPT, 2007)

Performance Bound Analysis and Retiming of Timed Circuits. - Lei Wang 011; Zhiying Wang 003; Kui Dai (ICYCS, 2008)

The Design of Asynchronous Microprocessor Based on Optimized NCL_X Design-Flow. - Gang Jin; Lei Wang 011; Zhiying Wang 003 (NAS, 2009)

A New Description Language for Data-Driven Asynchronous Circuits and its Design Flow. - Gang Jin; Lei Wang 011; Zhiying Wang 003 (PACCS, 2009)

Gregex: GPU Based High Speed Regular Expression Matching Engine. - Lei Wang 011; Shuhui Chen; Yong Tang; Jinshu Su (IMIS, 2011)

DCP: Improving the Throughput of Asynchronous Pipeline by Dual Control Path. - Bo Su; Li Shen 007; Lei Wang 011; Zhiying Wang 003; Yourui Wang; Libo Huang; Wei Shi (HPCC/EUC, 2013)

A Scalable and Fast Microprocessor Design Space Exploration Methodology. - Lei Wang 011; Yuxing Tang; Yu Deng 001; Fangyan Qin; Qiang Dou; Guangda Zhang; Feipeng Zhang (MCSoC, 2015)

Modeling and Analyzing of 3D DRAM as L3 Cache Based on DRAMSim2. - Litiao Qiu; Lei Wang 011; Qiang Dou; Zhenyu Zhao (NCCET, 2015)

Coarse Granularity Data Migration Based Power Management Mechanism for 3D DRAM Cache. - Litiao Qiu; Lei Wang 011; Hongguang Zhang; Zhenyu Zhao; Qiang Dou (ACA, 2016)

The Macro-DSE for HPC Processing Unit: The Physical Constraints Perspective. - Yuxing Tang; Lei Wang 011; Yu Deng 001; Xiaoqiang Ni; Qiang Dou (GPC, 2016)

Shielding STT-RAM Based Register Files on GPUs against Read Disturbance. - Hang Zhang; Xuhao Chen 001; Nong Xiao 001; Lei Wang 011; Fang Liu 002; Wei Chen 009; Zhiguang Chen 001 (ACM J. Emerg. Technol. Comput. Syst., 2016)

FixCaffe: Training CNN with Low Precision Arithmetic Operations by Fixed Point Caffe. - Shasha Guo 001; Lei Wang 011; Baozi Chen; Qiang Dou; Yuxing Tang; Zhisheng Li (APPT, 2017)

Laius: An 8-Bit Fixed-Point CNN Hardware Inference Engine. - Zhisheng Li; Lei Wang 011; Shasha Guo 001; Yu Deng 001; Qiang Dou; Haifang Zhou; Wenyuan Lu (ISPA/IUCC, 2017)

ACCDSE: A Design Space Exploration Framework for Convolutional Neural Network Accelerator. - Zhisheng Li; Lei Wang 011; Qiang Dou; Yuxing Tang; Shasha Guo 001; Haifang Zhou; Wenyuan Lu (NCCET, 2017)

Memory Bandwidth and Energy Efficiency Optimization of Deep Convolutional Neural Network Accelerators. - Zikai Nie; Zhisheng Li; Lei Wang 011; Shasha Guo 001; Qiang Dou (ACA, 2018)

Live Demonstration: Image Segmentation on the FPGA-based Pre-calculating Ising Memory. - Jian Zhang 022; Shuming Chen; Zhi Wang; Lei Wang 011; Linghui Lv; Yaohua Wang (ISCAS, 2018)

Pre-Calculating Ising Memory: Low Cost Method to Enhance Traditional Memory with Ising Ability. - Jian Zhang 022; Shuming Chen; Zhi Wang; Lei Wang 011; Linghui Lv; Yaohua Wang (ISCAS, 2018)

A Parallel Algorithm for Instruction Dependence Graph Analysis Based on Multithreading. - Lei Wang 011; Yu Deng 001; Rui Gong; Wei Shi; Zhenyu Zhao; Qiang Dou (ISPA/IUCC/BDCloud/SocialCom/SustainCom, 2018)

Systolic Array Based Accelerator and Algorithm Mapping for Deep Learning Algorithms. - Zhijie Yang; Lei Wang 011; Dong Ding; Xiangyu Zhang; Yu Deng 001; Shiming Li; Qiang Dou (NPC, 2018)

ASIE: An Asynchronous SNN Inference Engine for AER Events Processing. - Ziyang Kang; Lei Wang 011; Shasha Guo 001; Rui Gong; Yu Deng 001; Qiang Dou (ASYNC, 2019)

A Systolic SNN Inference Accelerator and its Co-optimized Software Framework. - Shasha Guo 001; Lei Wang 011; Shuquan Wang; Yu Deng 001; Zhijie Yang; Shiming Li; Zhige Xie; Qiang Dou (ACM Great Lakes Symposium on VLSI, 2019)

PRTSM: Hardware Data Arrangement Mechanisms for Convolutional Layer Computation on the Systolic Array. - Shuquan Wang; Lei Wang 011; Shiming Li; Shuo Tian; Shasha Guo 001; Ziyang Kang; Shuzheng Zhang; Weixia Xu (NPC, 2019)

A Low-Power and High-PSNR Unified DCT/IDCT Architecture Based on EARC and Enhanced Scale Factor Approximation. - Jianfeng Zhang; Wei Shi; Li Zhou 009; Rui Gong; Lei Wang 011; Hongwei Zhou (IEEE Access, 2019)

Liquid State Machine Applications Mapping for NoC-Based Neuromorphic Platforms. - Shiming Li; Lei Wang 011; Shiying Wang; Weixia Xu (ACA, 2020)

A Software-Hardware Co-exploration Framework for Optimizing Communication in Neuromorphic Processor. - Shiying Wang; Lei Wang 011; Ziyang Kang; Lianhua Qu; Shiming Li; Jinshu Su (ACA, 2020)

PRBN: A Pipelined Implementation of RBN for CNN Training. - Zhijie Yang; Lei Wang 011; Xiangyu Zhang; Dong Ding; Chuan Xie; Li Luo (ACA, 2020)

A High-Performance with Low-Resource Utility FPGA Implementation of Variable Size HEVC 2D-DCT Transform. - Ying Zhang 032; Gen Li 002; Lei Wang 011 (ACA, 2020)

HashHeat: An O(C) Complexity Hashing-based Filter for Dynamic Vision Sensor. - Shasha Guo 001; Ziyang Kang; Lei Wang 011; Shiming Li; Weixia Xu (ASP-DAC, 2020)

Application-specific network-on-chip design space exploration framework for neuromorphic processor. - Ziyang Kang; Shiying Wang; Lei Wang 011; Shiming Li; Lianhua Qu; Wei Shi; Rui Gong; Weixia Xu (CF, 2020)

SNEAP: A Fast and Efficient Toolchain for Mapping Large-Scale Spiking Neural Network onto NoC-based Neuromorphic Platform. - Shiming Li; Shasha Guo 001; Limeng Zhang; Ziyang Kang; Shiying Wang; Wei Shi; Lei Wang 011; Weixia Xu (ACM Great Lakes Symposium on VLSI, 2020)

MAMAP: Congestion Relieved Memetic Algorithm based Mapping Method for Mapping Large-Scale SNNs onto NoC-based Neuromorphic Hardware. - Limeng Zhang; Shiming Li; Lianhua Qu; Ziyang Kang; Shiying Wang; Jihua Chen; Lei Wang 011 (HPCC/DSS/SmartCity, 2020)

Real-Time Gesture Classification System Based on Dynamic Vision Sensor. - Xiaofan Chen; Jian Wang; Limeng Zhang; Shasha Guo 001; Lianhua Qu; Lei Wang 011 (ICONIP (1), 2020)

FTR-NAS: Fault-Tolerant Recurrent Neural Architecture Search. - Kai Hu; Dong Ding; Shuo Tian; Rui Gong; Li Luo; Lei Wang 011 (ICONIP (5), 2020)

Recurrent Neural Architecture Search based on Randomness-Enhanced Tabu Algorithm. - Kai Hu; Shuo Tian; Shasha Guo 001; Nan Li; Li Luo; Lei Wang 011 (IJCNN, 2020)

CompressedCache: Enabling Storage Compression on Neuromorphic Processor for Liquid State Machine. - Zhijie Yang; Rui Gong; Lianhua Qu; Ziyang Kang; Li Luo; Lei Wang 011; Weixia Xu (NPC, 2020)

Hybrid Deblur Net: Deep Non-Uniform Deblurring With Event Camera. - Limeng Zhang; Hongguang Zhang; Jihua Chen; Lei Wang 011 (IEEE Access, 2020)

Exploration of Input Patterns for Enhancing the Performance of Liquid State Machines. - Shasha Guo 001; Lianhua Qu; Lei Wang 011; Xulong Tang; Shuo Tian; Shiming Li; Weixia Xu (CoRR, 2020)

A Noise Filter for Dynamic Vision Sensors based on Global Space and Time Information. - Shasha Guo 001; Ziyang Kang; Lei Wang 011; Limeng Zhang; Xiaofan Chen; Shiming Li; Weixia Xu (CoRR, 2020)

SeqXFilter: A Memory-efficient Denoising Filter for Dynamic Vision Sensors. - Shasha Guo 001; Lei Wang 011; Xiaofan Chen; Limeng Zhang; Ziyang Kang; Weixia Xu (CoRR, 2020)

An Overhead-Free Max-Pooling Method for SNN. - Shasha Guo 001; Lei Wang 011; Baozi Chen; Qiang Dou (IEEE Embed. Syst. Lett., 2020)

Laius: an energy-efficient FPGA CNN accelerator with the support of a fixed-point training framework. - Zikai Nie; Zhisheng Li; Lei Wang 011; Shasha Guo 001; Yu Deng 001; Rangyu Deng; Qiang Dou (Int. J. Comput. Sci. Eng., 2020)

SIES: A Novel Implementation of Spiking Convolutional Neural Network Inference Engine on Field-Programmable Gate Array. - Shuquan Wang; Lei Wang 011; Yu Deng 001; Zhi-Jie Yang; Sha-Sha Guo 001; Ziyang Kang; Yu-Feng Guo; Weixia Xu (J. Comput. Sci. Technol., 2020)

A Machine Learning Framework with Feature Selection for Floorplan Acceleration in IC Physical Design. - Shuzheng Zhang; Zhen-Yu Zhao; Chaochao Feng; Lei Wang 011 (J. Comput. Sci. Technol., 2020)

ASIE: An Asynchronous SNN Inference Engine for AER Events Processing. - Ziyang Kang; Lei Wang 011; Shasha Guo 001; Rui Gong; Shiming Li; Yu Deng 001; Weixia Xu (ACM J. Emerg. Technol. Comput. Syst., 2020)

CSMO-DSE: Fast and Precise Application-driven DSE Guided by Criticality and Sensitivity Analysis. - Lei Wang 011; Yu Deng 001; Rui Gong; Wei Shi; Li Luo; Yongwen Wang (ACM J. Emerg. Technol. Comput. Syst., 2020)

A Memristor-Based Spiking Neural Network With High Scalability and Learning Efficiency. - Zhenyu Zhao; Lianhua Qu; Lei Wang 011; Quan Deng; Nan Li; Ziyang Kang; Shasha Guo 001; Weixia Xu (IEEE Trans. Circuits Syst. II Express Briefs, 2020)

A Novel Ring-based Small-World NoC for Neuromorphic Processor. - Yuchen Qiu; Chao Xiao; LingHui Peng; Junhui Wang; Ziyang Kang; Shiming Li; Lei Wang 011 (ASAP, 2021)

Multi-objective Optimization Regression Verification for Multi-core Cache Coherence Protocol. - Li Luo; Ying Zhang 032; Hongjun He; Lei Wang 011; Chanzqing Xun; Guoteng Pan; Junbo Tie; Huili Hu (HPCC/DSS/SmartCity/DependSys, 2021)

Enhancing the Performance of Liquid State Machine with Time-Division Sampling and Reservoir Reconstructing. - Yuchen Qiu; Lei Wang 011; Xiaofan Chen; Lianhua Qu (HPCC/DSS/SmartCity/DependSys, 2021)

Efficient Memory Access-Aware BWA-SMEM Seeding Accelerator for Genome Sequencing. - Ying Zhang 032; Li Luo; Jian Zhang 022; Quanyou Feng; Lei Wang 011 (HPCC/DSS/SmartCity/DependSys, 2021)

A Hardware Aware Liquid State Machine Generation Framework. - Shiying Wang; Ziyang Kang; Lei Wang 011; Shiming Li; Lianhua Qu (ISCAS, 2021)

Fine-Grained Video Deblurring with Event Camera. - Limeng Zhang; Hongguang Zhang; Chenyang Zhu 002; Shasha Guo 001; Jihua Chen; Lei Wang 011 (MMM (1), 2021)

Evolutionary Recurrent Neural Architecture Search. - Shuo Tian; Kai Hu; Shasha Guo 001; Shiming Li; Lei Wang 011; Weixia Xu (IEEE Embed. Syst. Lett., 2021)

Bactran: A Hardware Batch Normalization Implementation for CNN Training Engine. - Zhijie Yang; Lei Wang 011; Li Luo; Shiming Li; Shasha Guo 001; Shuquan Wang (IEEE Embed. Syst. Lett., 2021)

A neural architecture search based framework for liquid state machine design. - Shuo Tian; Lianhua Qu; Lei Wang 011; Kai Hu; Nan Li; Weixia Xu (Neurocomputing, 2021)

HashHeat: A hashing-based spatiotemporal filter for dynamic vision sensor. - Shasha Guo 001; Ziyang Kang; Lei Wang 011; Limeng Zhang; Xiaofan Chen; Shiming Li; Weixia Xu (Integr., 2021)

A multi-objective LSM/NoC architecture co-design framework. - Shiming Li; Shuo Tian; Ziyang Kang; Lianhua Qu; Shiying Wang; Lei Wang 011; Weixia Xu (J. Syst. Archit., 2021)

Dynamic Vision Sensor Based Gesture Recognition Using Liquid State Machine. - Xun Xiao; Lei Wang 011; Xiaofan Chen; Lianhua Qu; Shasha Guo 001; Yao Wang 002; Ziyang Kang (ICANN (3), 2022)

A Spatio-Temporal Event Data Augmentation Method for Dynamic Vision Sensor. - Xun Xiao; Xiaofan Chen; Ziyang Kang; Shasha Guo 001; Lei Wang 011 (ICONIP (6), 2022)

NeuProMa: A Toolchain for Mapping Large-Scale Spiking Convolutional Neural Networks onto Neuromorphic Processor. - Chao Xiao; Jihua Chen; Lei Wang 011 (NPC, 2022)

A Hardware Security Isolation Architecture for Intelligent Accelerator. - Rui Gong; Lei Wang 011; Wei Shi; Wei Liu; Jianfeng Zhang (TrustCom, 2022)

Hardware-aware liquid state machine generation for 2D/3D Network-on-Chip platforms. - Ziyang Kang; Shiying Wang; Lei Wang 011; Shiming Li; Lianhua Qu; Weixia Xu (J. Syst. Archit., 2022)

Optimal Mapping of Spiking Neural Network to Neuromorphic Hardware for Edge-AI. - Chao Xiao; Jihua Chen; Lei Wang 011 (Sensors, 2022)

LSMCore: A 69k-Synapse/mm2 Single-Core Digital Neuromorphic Processor for Liquid State Machine. - Lei Wang 011; Zhijie Yang; Shasha Guo 001; Lianhua Qu; Xiangyu Zhang; Ziyang Kang; Weixia Xu (IEEE Trans. Circuits Syst. I Regul. Pap., 2022)

Dynamic Obstacle Avoidance for Unmanned Aerial Vehicle Using Dynamic Vision Sensor. - Xiangyu Zhang; Junbo Tie; Jianfeng Li; Yu Hu; Shifeng Liu; Xinpeng Li; Ziteng Li; Xintong Yu; Jingyue Zhao; Zhong Wan; Guangda Zhang; Lei Wang 011 (ICANN (10), 2023)

Back to Homogeneous Computing: A Tightly-Coupled Neuromorphic Processor With Neuromorphic ISA. - Zhijie Yang; Lei Wang 011; Wei Shi; Yao Wang 002; Junbo Tie; Feng Wang 050; Xiang Yu; LingHui Peng; Chao Xiao; Xun Xiao; Yao Yao; Gan Zhou; et al. (IEEE Trans. Parallel Distributed Syst., 2023)

M-LSM: An Improved Multi-Liquid State Machine for Event-Based Vision Recognition. - Lei Wang 011; Sha-Sha Guo 001; Lianhua Qu; Shuo Tian; Weixia Xu (J. Comput. Sci. Technol., 2023)

A robust defense for spiking neural networks against adversarial examples via input filtering. - Shasha Guo 001; Lei Wang 011; Zhijie Yang; Yuliang Lu (J. Syst. Archit., 2024)

Hierarchical Mapping of Large-Scale Spiking Convolutional Neural Networks Onto Resource-Constrained Neuromorphic Processor. - Chao Xiao; Xu He; Zhijie Yang; Xun Xiao; Yao Wang 002; Rui Gong; Junbo Tie; Lei Wang 011; Weixia Xu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

LSM-Based Hotspot Prediction and Hotspot-Aware Routing in NoC-Based Neuromorphic Processor. - Ziyang Kang; Jingwei Zhu; Xun Xiao; Shiming Li; Lei Wang 011; De Ma; Gang Pan 001 (IEEE Trans. Very Large Scale Integr. Syst., 2024)

A security JPEG image system accelerated by NEON technology based on FT-2000/4. - Yu Hu; Ziteng Li; Jianfeng Li; Junbo Tie; Lei Wang 011 (CCF Trans. High Perform. Comput., 2024)

VToT: Automatic Verilog Generation via LLMs with Tree of Thoughts Prompting. - Yingjie Zhou; Renzhi Chen; Xinyu Li; Jingkai Wang; Zhigang Fang 002; Bowei Wang; Wenqiang Bai; Qilin Cao; Lei Wang 011 (DATE, 2025)

LintLLM: An Open-Source Verilog Linting Framework Based on Large Language Models. - Zhigang Fang 002; Renzhi Chen; Zhijie Yang; Yang Guo 003; Huadong Dai; Lei Wang 011 (ACM Great Lakes Symposium on VLSI, 2025)

An NoC-Based Latency Upper-Bound Model for Reducing Timestep Length in SNN Communication. - Ziyang Kang; Shiming Li; Lei Wang 011; De Ma; Gang Pan 001 (ISCAS, 2025)

NeuCore: A Novel Neuromorphic Processor Architecture With On-Chip Event-Driven Learning. - Yi Wei; Zhijie Yang; Xun Xiao; Xiangyu Wang; Weixia Xu; Lei Wang 011 (IEEE Trans. Circuits Syst. II Express Briefs, 2025)