Emerging Neuromorphic Computing Paradigms Exploring Magnetic Skyrmions. - Sai Li; Wang Kang 001; Xing Chen; Jinyu Bai; Biao Pan; Youguang Zhang; Weisheng Zhao (ISVLSI, 2018)

Magnetic Skyrmion-Based Neural Recording System Design for Brain Machine Interface. - Biao Pan; Kang Wang 001; Xing Chen; Jinyu Bai; Jianlei Yang 001; Sai Li; Youguang Zhang; Weisheng Zhao (ISCAS, 2019)

SR-WTA: Skyrmion Racing Winner-Takes-All Module for Spiking Neural Computing. - Biao Pan; Kang Wang 001; Xing Chen; Jinyu Bai; Jianlei Yang 001; Youguang Zhang; Weisheng Zhao (ISCAS, 2019)

Tiny neural network search and implementation for embedded FPGA: a software-hardware co-design approach. - Jinyu Bai; Yunqian Fan; Sifan Sun; Wang Kang 001; Weisheng Zhao (A-SSCC, 2021)

SpinLiM: Spin Orbit Torque Memory for Ternary Neural Networks Based on the Logic-in-Memory Architecture. - Lichuan Luo; He Zhang 011; Jinyu Bai; Youguang Zhang; Wang Kang 001; Weisheng Zhao (DATE, 2021)

A 40nm 33.6Tops/W 8T-SRAM Computing-in-Memory Macro with DAC-less Spike-Pulse-Truncation Input and ADC-less Charge-Reservoir-Integrate-Counter Output. - He Zhang 011; Junzhan Liu; Kang Wang 001; Yunqian Fan; Shufeng Fu; Jinyu Bai; Biao Pan; Yongpan Liu; Weisheng Zhao (ICTA, 2021)

HSC: A Hybrid Spin/CMOS Logic Based In-Memory Engine with Area-Efficient Mapping Strategy. - Yan Huang; Erya Deng; Jinyu Bai; Qing Yang; Wang Kang 001; Biao Pan (ISCAS, 2021)

Searching for Energy-Efficient Hybrid Adder-Convolution Neural Networks. - Wenshuo Li; Xinghao Chen 001; Jinyu Bai; Xuefei Ning; Yunhe Wang 001 (CVPR Workshops, 2022)

HD-CIM: Hybrid-Device Computing-In-Memory Structure Based on MRAM and SRAM to Reduce Weight Loading Energy of Neural Networks. - He Zhang 011; Junzhan Liu; Jinyu Bai; Sai Li; Lichuan Luo; Shaoqian Wei; Jianxin Wu; Wang Kang 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2022)

SpinCIM: spin orbit torque memory for ternary neural networks based on the computing-in-memory architecture. - Lichuan Luo; Dijun Liu; He Zhang 011; Youguang Zhang; Jinyu Bai; Wang Kang 001 (CCF Trans. High Perform. Comput., 2022)

Searching Tiny Neural Networks for Deployment on Embedded FPGA. - Haiyan Qin; Yejun Zeng; Jinyu Bai; Wang Kang 001 (AICAS, 2023)

Hierarchical Non-Structured Pruning for Computing-In-Memory Accelerators with Reduced ADC Resolution Requirement. - Wenlu Xue; Jinyu Bai; Sifan Sun; Wang Kang 001 (DATE, 2023)

Exploring Bit-Level Sparsity for Partial Sum Quantization in Computing-In-Memory Accelerator. - Jinyu Bai; Sifan Sun; Wang Kang 001 (NVMSA, 2023)

ES-MPQ: Evolutionary Search Enabled Mixed Precision Quantization Framework for Computing-in-Memory. - Sifan Sun; Jinming Ge; Jinyu Bai; Wang Kang 001 (NVMSA, 2023)

Partial Sum Quantization for Computing-In-Memory-Based Neural Network Accelerator. - Jinyu Bai; Wenlu Xue; Yunqian Fan; Sifan Sun; Wang Kang 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2023)

Series-Parallel Hybrid SOT-MRAM Computing-in-Memory Macro with Multi-Method Modulation for High Area and Energy Efficiency. - Weiliang Huang; Jinyu Bai; Wang Kang 001; Zhaohao Wang; Kaihua Cao; Hongxi Liu; He Zhang 011; Weisheng Zhao (DAC, 2024)

MixMixQ: Quantization with Mixed Bit-Sparsity and Mixed Bit-Width for CIM Accelerators. - Jinyu Bai; He Zhang 011; Wang Kang 001 (ACM Great Lakes Symposium on VLSI, 2024)

CIMQ: A Hardware-Efficient Quantization Framework for Computing-In-Memory-Based Neural Network Accelerators. - Jinyu Bai; Sifan Sun; Weisheng Zhao; Wang Kang 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

CiTST-AdderNets: Computing in Toggle Spin Torques MRAM for Energy-Efficient AdderNets. - Lichuan Luo; Erya Deng; Dijun Liu; Zhen Wang; Weiliang Huang; He Zhang 011; Xiao Liu; Jinyu Bai; Junzhan Liu; Youguang Zhang; Wang Kang 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

CIM²PQ: An Arraywise and Hardware-Friendly Mixed Precision Quantization Method for Analog Computing-In-Memory. - Sifan Sun; Jinyu Bai; Zhaoyu Shi; Weisheng Zhao; Wang Kang 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

A 24.65 TOPS/W@INT8 Hybrid Analog-Digital Multi-core SRAM CIM Macro with Optimal Weight Dividing and Resource Allocation Strategies. - Yitong Zhou; Wente Yi; Sifan Sun; Wenjia Wang; Jinyu Bai; He Zhang 011; Wang Kang 001 (ASP-DAC, 2025)

Design and implementation of a real-time detection system for multi-token sandwich attacks in Ethereum based on Geth client. - Jinyu Bai; Dongze Li; Zhenxuan Jiang; Gang Du (Discov. Comput., 2025)