Jinyu Bai

23 papers A* 1A 2C 3Journal 8Unranked 9
YearRankTypeTitle / Venue / Authors
2025 — conf
A 24.65 TOPS/W@INT8 Hybrid Analog-Digital Multi-core SRAM CIM Macro with Optimal Weight Dividing and Resource Allocation Strategies.
ASP-DAC
Yitong Zhou, Wente Yi, Sifan Sun, Wenjia Wang, Jinyu Bai, He Zhang, Wang Kang
2025 J jnl
Design and implementation of a real-time detection system for multi-token sandwich attacks in Ethereum based on Geth client.
Discov. Comput.
Jinyu Bai, Dongze Li, Zhenxuan Jiang, Gang Du
2025 J jnl
Model quantization for computing-in-memory: a survey.
Sci. China Inf. Sci.
Sifan Sun, Jinyu Bai, Hanting Chen, Kaiwen Deng, Zhiwei Xie, Jingjing Li, Bin Cao, He Zhang, Wang Kang, Weisheng Zhao
2024 J jnl
CIMQ: A Hardware-Efficient Quantization Framework for Computing-In-Memory-Based Neural Network Accelerators.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jinyu Bai, Sifan Sun, Weisheng Zhao, Wang Kang
2024 J jnl
CIM²PQ: An Arraywise and Hardware-Friendly Mixed Precision Quantization Method for Analog Computing-In-Memory.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Sifan Sun, Jinyu Bai, Zhaoyu Shi, Weisheng Zhao, Wang Kang
2024 J jnl
CiTST-AdderNets: Computing in Toggle Spin Torques MRAM for Energy-Efficient AdderNets.
IEEE Trans. Circuits Syst. I Regul. Pap.
Lichuan Luo, Erya Deng, Dijun Liu, Zhen Wang, Weiliang Huang, He Zhang, Xiao Liu, Jinyu Bai, Junzhan Liu, Youguang Zhang, Wang Kang
2024 — conf
MixMixQ: Quantization with Mixed Bit-Sparsity and Mixed Bit-Width for CIM Accelerators.
ACM Great Lakes Symposium on VLSI
Jinyu Bai, He Zhang, Wang Kang
2024 A* conf
Series-Parallel Hybrid SOT-MRAM Computing-in-Memory Macro with Multi-Method Modulation for High Area and Energy Efficiency.
DAC
Weiliang Huang, Jinyu Bai, Wang Kang, Zhaohao Wang, Kaihua Cao, Hongxi Liu, He Zhang, Weisheng Zhao
2023 — conf
ES-MPQ: Evolutionary Search Enabled Mixed Precision Quantization Framework for Computing-in-Memory.
NVMSA
Sifan Sun, Jinming Ge, Jinyu Bai, Wang Kang
2023 — conf
Exploring Bit-Level Sparsity for Partial Sum Quantization in Computing-In-Memory Accelerator.
NVMSA
Jinyu Bai, Sifan Sun, Wang Kang
2023 A conf
Hierarchical Non-Structured Pruning for Computing-In-Memory Accelerators with Reduced ADC Resolution Requirement.
DATE
Wenlu Xue, Jinyu Bai, Sifan Sun, Wang Kang
2023 J jnl
Partial Sum Quantization for Computing-In-Memory-Based Neural Network Accelerator.
IEEE Trans. Circuits Syst. II Express Briefs
Jinyu Bai, Wenlu Xue, Yunqian Fan, Sifan Sun, Wang Kang
2023 — conf
Searching Tiny Neural Networks for Deployment on Embedded FPGA.
AICAS
Haiyan Qin, Yejun Zeng, Jinyu Bai, Wang Kang
2022 J jnl
HD-CIM: Hybrid-Device Computing-In-Memory Structure Based on MRAM and SRAM to Reduce Weight Loading Energy of Neural Networks.
IEEE Trans. Circuits Syst. I Regul. Pap.
He Zhang, Junzhan Liu, Jinyu Bai, Sai Li, Lichuan Luo, Shaoqian Wei, Jianxin Wu, Wang Kang
2022 — conf
Searching for Energy-Efficient Hybrid Adder-Convolution Neural Networks.
CVPR Workshops
Wenshuo Li, Xinghao Chen, Jinyu Bai, Xuefei Ning, Yunhe Wang
2022 J jnl
SpinCIM: spin orbit torque memory for ternary neural networks based on the computing-in-memory architecture.
CCF Trans. High Perform. Comput.
Lichuan Luo, Dijun Liu, He Zhang, Youguang Zhang, Jinyu Bai, Wang Kang
2021 — conf
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.
ICTA
He Zhang, Junzhan Liu, Wang Kang, Yunqian Fan, Shufeng Fu, Jinyu Bai, Biao Pan, Yongpan Liu, Weisheng Zhao
2021 C conf
HSC: A Hybrid Spin/CMOS Logic Based In-Memory Engine with Area-Efficient Mapping Strategy.
ISCAS
Yan Huang, Erya Deng, Jinyu Bai, Qing Yang, Wang Kang, Biao Pan
2021 A conf
SpinLiM: Spin Orbit Torque Memory for Ternary Neural Networks Based on the Logic-in-Memory Architecture.
DATE
Lichuan Luo, He Zhang, Jinyu Bai, Youguang Zhang, Wang Kang, Weisheng Zhao
2021 — conf
Tiny neural network search and implementation for embedded FPGA: a software-hardware co-design approach.
A-SSCC
Jinyu Bai, Yunqian Fan, Sifan Sun, Wang Kang, Weisheng Zhao
2019 C conf
Magnetic Skyrmion-Based Neural Recording System Design for Brain Machine Interface.
ISCAS
Biao Pan, Kang Wang, Xing Chen, Jinyu Bai, Jianlei Yang, Sai Li, Youguang Zhang, Weisheng Zhao
2019 C conf
SR-WTA: Skyrmion Racing Winner-Takes-All Module for Spiking Neural Computing.
ISCAS
Biao Pan, Kang Wang, Xing Chen, Jinyu Bai, Jianlei Yang, Youguang Zhang, Weisheng Zhao
2018 — conf
Emerging Neuromorphic Computing Paradigms Exploring Magnetic Skyrmions.
ISVLSI
Sai Li, Wang Kang, Xing Chen, Jinyu Bai, Biao Pan, Youguang Zhang, Weisheng Zhao