LN
Lin Ning
cs.AIcs.LGcs.ARcs.ETcs.NEcs.CLcs.CRNeural Networks, Computercs.DCmemristor
On Valency
published · living versionsW_rq7ubb8m·v1 · currentpublished
In-Place Zero-Space Memory Protection for CNN
with Hui Guan, Zhen Lin, Xipeng Shen, Huiyang Zhou +1
1 version
Preprints & journals
46 papers in the corpus · 2003–2026RRAM-DP: Device-Calibrated Differential Privacy for In-Memory Edge Learning2607.18169v2 · Kwunhang Wong, Jichang Yang, Karl M.H. Lai et al.2026 · 0 citationsarXiv
Adaptive Redox Resistive Memory Programming for Efficient and Robust Class-Incremental Learning.42473943 · Li, Yi, Yang, Jichang, Hou, Qunsheng et al.2026 · 0 citationsAdvanced materials (Deerfield Beach, Fla.). 2026;38(48):e00025
Efficient and accurate neural-field reconstruction using resistive memory.42271058 · Yu, Yifei, Zhang, Xinyuan, Wang, Shaocong et al.2026 · 1 citationNature. 2026;654(8119):642-651
Resistive memory-based neural differential equation solver for score-based diffusion model.42120416 · Yang, Jichang, Chen, Hegan, Chen, Jia et al.2026 · 1 citationNature communications. 2026;17(1)
Towards Secure and Efficient DNN Accelerators via Hardware-Software Co-Design2602.20521v1 · Wei Xuan, Zihao Xuan, Rongliang Fu et al.2026 · 0 citationsarXiv
Parameter Efficient Machine Unlearning on Hybrid Resistive Memory based Compute-in-Memory Accelerators2601.10037v3 · Ning Lin, Jichang Yang, Yangu He et al.2026 · 0 citationsarXiv
Pruning random resistive memory for optimizing analog AI.41519952 · Li, Yi, Wang, Songqi, Zhao, Yaping et al.2026 · 0 citationsNature communications. 2026
Efficient lattice field theory simulation using adaptive normalizing flow on a resistive memory-based neural differential equation solver2509.12812v1 · Meng Xu, Jichang Yang, Ning Lin et al.2025 · 0 citationsarXiv
SeDA: Secure and Efficient DNN Accelerators with Hardware/Software Synergy2508.18924v1 · Wei Xuan, Zhongrui Wang, Lang Feng et al.2025 · 0 citationsarXiv
DTC: Real-Time and Accurate Distributed Triangle Counting in Fully Dynamic Graph Streams2508.19057v2 · Wei Xuan, Yan Liang, Huawei Cao et al.2025 · 2 citationsarXiv
Brain-Inspired In-Memory Data Pruning and Computing with TaOx Mem-Selectors.40855647 · Li, Yi, Lai, Jinru, Wang, Songqi et al.2025 · 8 citationsAdvanced materials (Deerfield Beach, Fla.). 2025;37(43):e02168
Reconfigurable Digital RRAM Logic Enables In-Situ Pruning and Learning for Edge AI2506.13151v1 · Songqi Wang, Yue Zhang, Jia Chen et al.2025 · 0 citationsarXiv
Continuous-time digital twin with analog memristive neural ordinary differential equation solver.40435243 · Chen, Hegan, Yang, Jichang, Chen, Jia et al.2026 · 10 citationsScience advances. 2025;11(22):eadr7571
Enhancing User Sequence Modeling through Barlow Twins-based Self-Supervised Learning2505.00953v1 · Yuhan Liu, Lin Ning, Neo Wu et al.2025 · 0 citationsarXiv
Tunable Bipolar Photothermoelectric Response from Mott Activation for In-Sensor Image Preprocessing.40277185 · Li, Bowen, Lin, Ning, Wang, Zhaowu et al.2025 · 23 citationsAdvanced materials (Deerfield Beach, Fla.). 2025;37(27):e2502915
Neuromodulation of Cerebral Blood Flow: A Physiological Mechanism and Methodological Review of Neurovascular Coupling.40428061 · Zhong, Jiawen, Li, Gen, Lv, Zexiang et al.2026 · 18 citationsBioengineering (Basel, Switzerland). 2025;12(5)
Topology optimization of random memristors for input-aware dynamic SNN.40238875 · Wang, Bo, Zhang, Xinyuan, Wang, Shaocong et al.2025 · 11 citationsScience advances. 2025;11(16):eads5340
Resistive memory-based zero-shot liquid state machine for multimodal event data learning.39789264 · Lin, Ning, Wang, Shaocong, Li, Yi et al.2025 · 28 citationsNature computational science. 2025;5(1):37-47
RNC: Efficient RRAM-aware NAS and Compilation for DNNs on Resource-Constrained Edge Devices2409.18841v1 · Kam Chi Loong, Shihao Han, Sishuo Liu et al.2024 · 1 citationarXiv
RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMs2409.04421v2 · Jiaxing Wu, Lin Ning, Luyang Liu et al.2024 · 2 citationsarXiv
UserSumBench: A Benchmark Framework for Evaluating User Summarization Approaches2408.16966v2 · Chao Wang, Neo Wu, Lin Ning et al.2024 · 0 citationsarXiv
Semantic memory-based dynamic neural network using memristive ternary CIM and CAM for 2D and 3D vision.39141720 · Zhang, Yue, Zhang, Woyu, Wang, Shaocong et al.2024 · 10 citationsScience advances. 2024;10(33):eado1058
MoDE: Effective Multi-task Parameter Efficient Fine-Tuning with a Mixture of Dyadic Experts2408.01505v1 · Lin Ning, Harsh Lara, Meiqi Guo et al.2024 · 2 citationsarXiv
SNNGX: Securing Spiking Neural Networks with Genetic XOR Encryption on RRAM-based Neuromorphic Accelerator2407.15152v2 · Kwunhang Wong, Songqi Wang, Wei Huang et al.2024 · 4 citationsarXiv
2D Reconfigurable Memory Device Enabled by Defect Engineering for Multifunctional Neuromorphic Computing.39007279 · Xia, Yunpeng, Lin, Ning, Zha, Jiajia et al.2024 · 62 citationsAdvanced materials (Deerfield Beach, Fla.). 2024;36(35):e2403785
Older and Wiser: The Marriage of Device Aging and Intellectual Property Protection of Deep Neural Networks2406.14863v1 · Ning Lin, Shaocong Wang, Yue Zhang et al.2024 · 0 citationsarXiv
Continuous-Time Digital Twin with Analogue Memristive Neural Ordinary Differential Equation Solver2406.08343v1 · Hegan Chen, Jichang Yang, Jia Chen et al.2024 · 0 citationsarXiv
Dual-Function Electrolyte Additive Design for Long Life Alkaline Zinc Flow Batteries.38678302 · Ling, Rene, Zhu, Zixuan, Peng, Kang et al.2024 · 90 citationsAdvanced materials (Deerfield Beach, Fla.). 2024;36(28):e2404834
Oscillatory Neural Network-Based Ising Machine Using 2D Memristors.38598699 · Chen, Xi, Yang, Dongliang, Hwang, Geunwoo et al.2024 · 34 citationsACS nano. 2024;18(16):10758-10767
Non-sweep DC component estimation method for a virtual-carrier assisted Kramers-Kronig receiver.38439402 · Li, Jianping, Luo, Shiwei, Yu, Xinkuo et al.2024 · 4 citationsOptics express. 2024;32(5):7136-7146
User-LLM: Efficient LLM Contextualization with User Embeddings2402.13598v2 · Lin Ning, Luyang Liu, Jiaxing Wu et al.2024 · 39 citationsarXiv
Out-of-Distribution Generalized Dynamic Graph Neural Network for Human Albumin Prediction2311.15545v2 · Zeyang Zhang, Xingwang Li, Fei Teng et al.2023 · 7 citationsarXiv
Pruning random resistive memory for optimizing analogue AI2311.07164v1 · Yi Li, Songqi Wang, Yaping Zhao et al.2023 · 0 citationsarXiv
Frequency offset estimation for nonlinear frequency division multiplexing with continuous spectrum modulation.37859081 · He, Yonghua, Li, Jianping, He, Jianqing et al.2023 · 8 citationsOptics express. 2023;31(20):32887-32899
Spontaneous Threshold Lowering Neuron using Second-Order Diffusive Memristor for Self-Adaptive Spatial Attention.37222619 · Jiang, Yang, Wang, Dingchen, Lin, Ning et al.2024 · 51 citationsAdvanced science (Weinheim, Baden-Wurttemberg, Germany). 2023;10(22):e2301323
2.4-Tb/s/λ*km fundamental mode transmission over OM2 fiber employing Kramers-Kronig receiver.37126263 · Yu, Xinkuo, Li, Jianping, He, Jianqing et al.2023 · 3 citationsOptics letters. 2023;48(9):2317-2320
Cellulose nanocrystals as sustainable additives in water-based cutting fluids.36241305 · Liu, Zhenlong, Zhu, Ge, Dai, Jianchun et al.2022 · 27 citationsCarbohydrate polymers. 2022;298:120139
Mixed Federated Learning: Joint Decentralized and Centralized Learning2205.13655v2 · Sean Augenstein, Andrew Hard, Lin Ning et al.2022 · 6 citationsarXiv
Learning Federated Representations and Recommendations with Limited Negatives2108.07931v2 · Lin Ning, Karan Singhal, Ellie X. Zhou et al.2021 · 6 citationsarXiv
In-Place Zero-Space Memory Protection for CNN1910.14479v1 · Hui Guan, Lin Ning, Zhen Lin et al.2019 · 23 citationsarXivon Valency
Tetris: Re-architecting Convolutional Neural Network Computation for Machine Learning Accelerators1811.06841v1 · Hang Lu, Xin Wei, Ning Lin et al.2018 · 5 citationsICCAD 2018 paper
LCD: A Fast Contrastive Divergence Based Algorithm for Restricted Boltzmann Machine.30273844 · Ning, Lin, Pittman, Randall, Shen, Xipeng2019 · 20 citationsNeural networks : the official journal of the International Neural Network Society. 2018;108:399-410
The Construction of Unsmooth Pulse Images in Traditional Chinese Medicine Based on Wave Intensity Technology.27999604 · Luo, Jie-Wei, Guo, Si-Wei, Cao, Shuang-Shuang et al.2024 · 10 citationsEvidence-based complementary and alternative medicine : eCAM. 2016;2016:2468254
Detecting and aligning peaks in mass spectrometry data with applications to MALDI.16298163 · Yu, Weichuan, Wu, Baolin, Lin, Ning et al.2006 · 54 citationsComputational biology and chemistry. 2006;30(1):27-38
A boundary element-based approach to analysis of LV deformation.16685917 · Yan, Ping, Lin, Ning, Sinusas, Albert J et al.2006 · 11 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2005;8(Pt 1):778-85
Combinative multi-scale level set framework for echocardiographic image segmentation.14561556 · Lin, Ning, Yu, Weichuan, Duncan, James S2004 · 140 citationsMedical image analysis. 2003;7(4):529-37
Career total: 141 works. 46 are in this corpus.
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