Yi Li

45 papers A* 3A 1Journal 31Unranked 10
YearRankTypeTitle / Venue / Authors
2026 — conf
OAH-CIM: Outlier-Aware Hybrid RRAM-SRAM CIM Accelerator with Variation-Robust Sparsity.
ASP-DAC
Zhiwei Zhou, Tong Hu, Han Bao, Houji Zhou, Yuyang Fu, Jiancong Li, Jia Chen, Yi Li, Xiangshui Miao
2026 J jnl
Resistive Memory based Efficient Machine Unlearning and Continual Learning.
CoRR
Ning Lin, Jichang Yang, Yangu He, Zijian Ye, Kwunhang Wong, Xinyuan Zhang, Songqi Wang, Yi Li, Kemi Xu, Leo Yu Zhang, Xiaoming Chen, Dashan Shang, Han Wang, Xiaojuan Qi, Zhongrui Wang
2025 J jnl
3D self-rectifying memristive ternary content addressable memory for massive and exact in-memory search.
Sci. China Inf. Sci.
Yingjie Yu, Shengguang Ren, Ling Yang, Yi Li, Xiangshui Miao
2025 J jnl
ArPCIM: An Arbitrary-Precision Analog Computing-in-Memory Accelerator With Unified INT/FP Arithmetic.
IEEE Trans. Circuits Syst. I Regul. Pap.
Zhiwei Zhou, Jiancong Li, Han Jia, Ling Yang, Houji Zhou, Han Bao, Yuyang Fu, Yi Li, Xiangshui Miao
2025 A* conf
Efficient Edge Vision Transformer Accelerator with Decoupled Chunk Attention and Hybrid Computing-In-Memory.
DAC
Yi Li, Zijian Ye, Xiangqu Fu, Songqi Wang, Shucheng Du, Ning Lin, Dashan Shang, Jinshan Yue, Zhongrui Wang, Xiaojuan Qi, Feng Zhang, Han Wang
2025 J jnl
Efficient modeling of ionic and electronic interactions by a resistive memory-based reservoir graph neural network.
Nat. Comput. Sci.
Meng Xu, Shaocong Wang, Yangu He, Yi Li, Woyu Zhang, Ming Yang, Xiaojuan Qi, Zhongrui Wang, Ming Xu, Dashan Shang, Qi Liu, Xiangshui Miao, Ming Liu
2025 A* conf
Guarder: A Stable and Lightweight Reconfigurable RRAM-based PIM Accelerator for DNN IP Protection.
DAC
Ning Lin, Yi Li, Jiankun Li, Jichang Yang, Yangu He, Yukui Luo, Dashan Shang, Xiaoming Chen, Xiaojuan Qi, Zhongrui Wang
2025 A* conf
ReSMiPS: A ReRAM-based Sparse Mixed-precision Solver with Fast Matrix Reordering Algorithm.
DAC
Yuyang Fu, Jiancong Li, Jia Chen, Zhiwei Zhou, Houji Zhou, Wenlong Peng, Yi Li, Xiangshui Miao
2025 J jnl
Reconfigurable Digital RRAM Logic Enables In-Situ Pruning and Learning for Edge AI.
CoRR
Songqi Wang, Yue Zhang, Jia Chen, Xinyuan Zhang, Yi Li, Ning Lin, Yangu He, Jichang Yang, Yingjie Yu, Zhongrui Wang, Xiaojuan Qi, Han Wang
2025 J jnl
Resistive memory-based zero-shot liquid state machine for multimodal event data learning.
Nat. Comput. Sci.
Ning Lin, Shaocong Wang, Yi Li, Bo Wang, Shuhui Shi, Yangu He, Woyu Zhang, Yifei Yu, Yue Zhang, Xinyuan Zhang, Kwunhang Wong, Songqi Wang, Xiaoming Chen, Hao Jiang, Xumeng Zhang, Peng Lin, Xiaoxin Xu, Xiaojuan Qi, Zhongrui Wang, Dashan Shang, Qi Liu, Ming Liu
2024 J jnl
Continuous-Time Digital Twin with Analogue Memristive Neural Ordinary Differential Equation Solver.
CoRR
Hegan Chen, Jichang Yang, Jia Chen, Songqi Wang, Shaocong Wang, Dingchen Wang, Xinyu Tian, Yifei Yu, Xi Chen, Yinan Lin, Yangu He, Xiaoshan Wu, Yi Li, Xinyuan Zhang, Ning Lin, Meng Xu, Xumeng Zhang, Zhongrui Wang, Han Wang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu
2024 J jnl
Energy Efficient Memristive Transiently Chaotic Neural Network for Combinatorial Optimization.
IEEE Trans. Circuits Syst. I Regul. Pap.
Han Bao, Pengyu Ren, Kehong Xu, Ling Yang, Houji Zhou, Jiancong Li, Yi Li, Xiangshui Miao
2024 — conf
Forming-free, Uniform, and Multi-level Resistive Switching in W/AlOxNy/Al2O3/Pt Memristor by Nitrogen Annealing Strategy.
ICTA
Yi-Bai Xue, Shengguang Ren, Yu Zhang, Wen-Bin Zuo, Yi Li, Xiangshui Miao
2024 J jnl
Fully Binarized Graph Convolutional Network Accelerator Based on In-Memory Computing with Resistive Random-Access Memory.
Adv. Intell. Syst.
Woyu Zhang, Zhi Li, Xinyuan Zhang, Fei Wang, Shaocong Wang, Ning Lin, Yi Li, Jun Wang, Jinshan Yue, Chunmeng Dou, Xiaoxin Xu, Zhongrui Wang, Dashan Shang
2024 — conf
High-speed Memristive Walsh-Hadamard Transform for Image Compression.
ICTA
Jing Tian, Huai-Zhi Pei, Shengguang Ren, Han Bao, Ling Yang, Yi Li, Xiangshui Miao
2024 A conf
LSMR: Synergy Randomness in Liquid State Machine and RRAM-based Analog-digital Accelerator.
ICCAD
Ning Lin, Songqi Wang, Xinyuan Zhang, Shaocong Wang, Yangu He, Woyu Zhang, Bo Wang, Jiankun Li, Mingzi Li, Binbin Cui, Yi Li, Jia Chen, Chunwei Xia, Wei Xuan, Xiaoming Chen, Dashan Shang, Zhongrui Wang
2024 J jnl
Resistive Memory-based Neural Differential Equation Solver for Score-based Diffusion Model.
CoRR
Jichang Yang, Hegan Chen, Jia Chen, Songqi Wang, Shaocong Wang, Yifei Yu, Xi Chen, Bo Wang, Xinyuan Zhang, Binbin Cui, Yi Li, Ning Lin, Meng Xu, Xiaoxin Xu, Xiaojuan Qi, Zhongrui Wang, Xumeng Zhang, Dashan Shang, Han Wang, Qi Liu, Kwang-Ting Cheng, Ming Liu
2024 J jnl
Topology Optimization of Random Memristors for Input-Aware Dynamic SNN.
CoRR
Bo Wang, Shaocong Wang, Ning Lin, Yi Li, Yifei Yu, Yue Zhang, Jichang Yang, Xiaojun Wu, Yangu He, Songqi Wang, Rui Chen, Guoqi Li, Xiaojuan Qi, Zhongrui Wang, Dashan Shang
2023 J jnl
A Scalable Small-Footprint Time-Space-Pipelined Architecture for Reservoir Computing.
IEEE Trans. Circuits Syst. II Express Briefs
Zhuoyu Dai, Feibin Xiang, Chaojie He, Zi Wang, Woyu Zhang, Yi Li, Jinshan Yue, Dashan Shang
2023 J jnl
A memristive neural network based matrix equation solver with high versatility and high energy efficiency.
Sci. China Inf. Sci.
Jiancong Li, Houji Zhou, Yi Li, Xiangshui Miao
2023 J jnl
An ADC-Less RRAM-Based Computing-in-Memory Macro With Binary CNN for Efficient Edge AI.
IEEE Trans. Circuits Syst. II Express Briefs
Yi Li, Jia Chen, Linfang Wang, Woyu Zhang, Zeyu Guo, Jun Wang, Yongkang Han, Zhi Li, Fei Wang, Chunmeng Dou, Xiaoxin Xu, Jianguo Yang, Zhongrui Wang, Dashan Shang
2023 J jnl
Echo state graph neural networks with analogue random resistive memory arrays.
Nat. Mac. Intell.
Shaocong Wang, Yi Li, Dingchen Wang, Woyu Zhang, Xi Chen, Danian Dong, Songqi Wang, Xumeng Zhang, Peng Lin, Claudio Gallicchio, Xiaoxin Xu, Qi Liu, Kwang-Ting Cheng, Zhongrui Wang, Dashan Shang, Ming Liu
2023 — conf
Energy-Efficient ReRAM-Based High-Precision Discrete Fourier Transform for Image Reconstruction.
ICTA
Fei-Xiong Lu, Yi Li, Jian-Cong Li, Yi-Bai Xue, Zhiwei Zhou, Xiangshui Miao
2023 — conf
Heterogeneous Instruction Set Architecture for RRAM-enabled In-memory Computing.
NANOARCH
Houji Zhou, Zhiwei Zhou, Shengguang Ren, Jia Chen, Yi Li, Xiangshui Miao
2023 J jnl
In-Memory Search for Highly Efficient Image Retrieval.
Adv. Intell. Syst.
Yingjie Yu, Ling Yang, Houji Zhou, Ruizhe Zhao, Yi Li, Hao Tong, Xiangshui Miao
2023 J jnl
Memristive Cosine-Similarity-Based Few-Shot Learning with Lifelong Memory Adaptation.
Adv. Intell. Syst.
Houji Zhou, Ling Yang, Han Bao, Jiancong Li, Yi Li, Xiangshui Miao
2023 J jnl
Pruning random resistive memory for optimizing analogue AI.
CoRR
Yi Li, Songqi Wang, Yaping Zhao, Shaocong Wang, Woyu Zhang, Yangu He, Ning Lin, Binbin Cui, Xi Chen, Shiming Zhang, Hao Jiang, Peng Lin, Xumeng Zhang, Xiaojuan Qi, Zhongrui Wang, Xiaoxin Xu, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu
2023 J jnl
Random resistive memory-based deep extreme point learning machine for unified visual processing.
CoRR
Shaocong Wang, Yizhao Gao, Yi Li, Woyu Zhang, Yifei Yu, Bo Wang, Ning Lin, Hegan Chen, Yue Zhang, Yang Jiang, Dingchen Wang, Jia Chen, Peng Dai, Hao Jiang, Peng Lin, Xumeng Zhang, Xiaojuan Qi, Xiaoxin Xu, Hayden K. H. So, Zhongrui Wang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu
2023 J jnl
Resistive memory-based zero-shot liquid state machine for multimodal event data learning.
CoRR
Ning Lin, Shaocong Wang, Yi Li, Bo Wang, Shuhui Shi, Yangu He, Woyu Zhang, Yifei Yu, Yue Zhang, Xiaojuan Qi, Xiaoming Chen, Hao Jiang, Xumeng Zhang, Peng Lin, Xiaoxin Xu, Qi Liu, Zhongrui Wang, Dashan Shang, Ming Liu
2022 J jnl
2022 roadmap on neuromorphic devices and applications research in China.
Neuromorph. Comput. Eng.
Qing Wan, Changjin Wan, Huaqiang Wu, Yuchao Yang, Xiaohe Huang, Peng Zhou, Lin Chen, Tian-Yu Wang, Yi Li, Kanhao Xue, Yu-Hui He, Xiangshui Miao, Xi Li, Chenchen Xie, Houpeng Chen, Zhitang Song, Hong Wang, Yue Hao, Junyao Zhang, Jia Huang, Zheng Yu Ren, Li Qiang Zhu, Jianyu Du, Chen Ge, Yang Liu, Guanglong Ding, Ye Zhou, Su-Ting Han, Guosheng Wang, Xiao Yu, Bing Chen, Zhufei Chu, Lunyao Wang, Yinshui Xia, Chen Mu, Feng Lin, Chixiao Chen, Bojun Cheng, Yannan Xing, Weitao Zeng, Hong Chen, Lei Yu, Giacomo Indiveri, Ning Qiao
2022 — conf
3D Reservoir Computing with High Area Efficiency (5.12 TOPS/mm
VLSI Technology and Circuits
Wenxuan Sun, Woyu Zhang, Jie Yu, Yi Li, Zeyu Guo, Jinru Lai, Danian Dong, Xu Zheng, Fei Wang, Shaoyang Fan, Xiaoxin Xu, Dashan Shang, Ming Liu
2022 J jnl
Complementary Memtransistor-Based Multilayer Neural Networks for Online Supervised Learning Through (Anti-)Spike-Timing-Dependent Plasticity.
IEEE Trans. Neural Networks Learn. Syst.
Yue Zhou, Nuo Xu, Bin Gao, Fuwei Zhuge, Zijian Tang, Xinchen Deng, Yi Li, Yuhui He, Xiangshui Miao
2022 — conf
Few-shot graph learning with robust and energy-efficient memory-augmented graph neural network (MAGNN) based on homogeneous computing-in-memory.
VLSI Technology and Circuits
Woyu Zhang, Shaocong Wang, Yi Li, Xiaoxin Xu, Danian Dong, Nanjia Jiang, Fei Wang, Zeyu Guo, Renrui Fang, Chunmeng Dou, Kai Ni, Zhongrui Wang, Dashan Shang, Ming Liu
2022 J jnl
Low-time-complexity document clustering using memristive dot product engine.
Sci. China Inf. Sci.
Houji Zhou, Yi Li, Xiangshui Miao
2022 J jnl
Mixed-Precision Continual Learning Based on Computational Resistance Random Access Memory.
Adv. Intell. Syst.
Yi Li, Woyu Zhang, Xiaoxin Xu, Yifan He, Danian Dong, Nanjia Jiang, Fei Wang, Zeyu Guo, Shaocong Wang, Chunmeng Dou, Yongpan Liu, Zhongrui Wang, Dashan Shang
2022 J jnl
Mixed-Precision Continual Learning Based on Computational Resistance Random Access Memory.
Adv. Intell. Syst.
Yi Li, Woyu Zhang, Xiaoxin Xu, Yifan He, Danian Dong, Nanjia Jiang, Fei Wang, Zeyu Guo, Shaocong Wang, Chunmeng Dou, Yongpan Liu, Zhongrui Wang, Dashan Shang
2021 J jnl
Echo state graph neural networks with analogue random resistor arrays.
CoRR
Shaocong Wang, Yi Li, Dingchen Wang, Woyu Zhang, Xi Chen, Danian Dong, Songqi Wang, Xumeng Zhang, Peng Lin, Claudio Gallicchio, Xiaoxin Xu, Qi Liu, Kwang-Ting Cheng, Zhongrui Wang, Dashan Shang, Ming Liu
2021 J jnl
Energy-Efficient Memristive Euclidean Distance Engine for Brain-Inspired Competitive Learning.
Adv. Intell. Syst.
Houji Zhou, Jia Chen, Yinan Wang, Sen Liu, Yi Li, Qingjiang Li, Qi Liu, Zhongrui Wang, Yuhui He, Hui Xu, Xiangshui Miao
2021 J jnl
Energy-Efficient Memristive Euclidean Distance Engine for Brain-Inspired Competitive Learning.
Adv. Intell. Syst.
Houji Zhou, Jia Chen, Yinan Wang, Sen Liu, Yi Li, Qingjiang Li, Qi Liu, Zhongrui Wang, Yuhui He, Hui Xu, Xiangshui Miao
2021 — conf
Large On/Off and Rectification Ratios, Self-Compliance, High-Uniformity in Pt/Al2O3/TaOx/Ta Self-Rectifying Memristors.
ICTA
Shengguang Ren, Run Ni, Xiaodi Huang, Yi Li, Xiangshui Miao
2020 — conf
Analysis of Memristive Quantized Convolutional Neural Network Accelerator with Device Nonideality.
ICTA
Han Bao, Xiaodi Huang, Jia Chen, Yi Li, Xiangshui Miao
2020 — conf
Design for Enhancing the Performance of Memristive Convolution Neural Network.
ICTA
Jia Chen, Wen-Qian Pan, Yi Li, Ting-Chang Chang, Xiangshui Miao
2020 J jnl
Recent Progress on Memristive Convolutional Neural Networks for Edge Intelligence.
Adv. Intell. Syst.
Yifan Qin, Han Bao, Feng Wang, Jia Chen, Yi Li, Xiangshui Miao
2020 J jnl
Recent Progress on Memristive Convolutional Neural Networks for Edge Intelligence.
Adv. Intell. Syst.
Yifan Qin, Han Bao, Feng Wang, Jia Chen, Yi Li, Xiangshui Miao
2018 J jnl
Memcomputing: fusion of memory and computing.
Sci. China Inf. Sci.
Yi Li, Yaxiong Zhou, Zhuorui Wang, Xiangshui Miao