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Viewing Publication 1 - 100 from 443

2024

LaMAGIC: Language-Model-based Topology Generation for Analog Integrated CircuitsChen-Chia Chang, Yikang Shen, Shaoze Fan, Jing Li, Shun Zhang, Ningyuan Cao, Yiran Chen, Xin Zhang. icml 2024: [doi]

Moving Object Tracking based on Kernel and Random-coupled Neural NetworkYiran Chen, Haoran Liu, Mingzhe Liu, Yanhua Liu, Ruili Wang, Peng Li. mmasia 2024: [doi]

Special Session: Neuro-Symbolic Architecture Meets Large Language Models: A Memory-Centric PerspectiveMohamed Ibrahim, Zishen Wan, Haitong Li, Priyadarshini Panda, Tushar Krishna, Pentti Kanerva, Yiran Chen, Arijit Raychowdhury. codesisss 2024: 11-20 [doi]

A Quantized Parsimonious CNN Model for Sleep Polysomnogram Data StreamsAnna Wang, Qijia Huang, Yiran Chen. chase 2024: 162-163 [doi]

2023

2022

ISLPED 2021: The 25th Anniversary!Yiran Chen, Sherief Reda. dt, 39(1):92-93, 2022. [doi]

An Audio Frequency Unfolding Framework for Ultra-Low Sampling Rate SensorsZhihui Gao, Minxue Tang, Ang Li 0005, Yiran Chen. isqed 2022: 1-6 [doi]

Cascading structured pruning: enabling high data reuse for sparse DNN acceleratorsEdward Hanson, Shiyu Li, Hai Helen Li, Yiran Chen. isca 2022: 522-535 [doi]

Improving Out-of-Distribution Detection by Learning From the Deployment EnvironmentNathan Inkawhich, Jingyang Zhang, Eric K. Davis, Ryan Luley, Yiran Chen. staeors, 15:2070-2086, 2022. [doi]

The Untapped Potential of Off-the-Shelf Convolutional Neural NetworksMatthew Inkawhich, Nathan Inkawhich, Eric K. Davis, Hai Li, Yiran Chen. wacv 2022: 2907-2916 [doi]

A Hybrid-Grained Remapping Defense Scheme Against Hard Failures for Row-Column-NVMTaozhong Li, Naifeng Jing, Zhigang Mao, Yiran Chen. tcad, 41(6):1842-1854, 2022. [doi]

Lithography Hotspot Detection via Heterogeneous Federated Learning with Local AdaptationXuezhong Lin, Jingyu Pan, Jinming Xu 0002, Yiran Chen, Cheng Zhuo. aspdac 2022: 166-171 [doi]

An Iterated Carousel Greedy Algorithm for Finding Minimum Positive Influence Dominating Sets in Social NetworksYunfan Shan, Qinma Kang, Ran Xiao, Yiran Chen, Yunfan Kang. tcss, 9(3):830-838, 2022. [doi]

Processing-in-Memory Technology for Machine Learning: From Basic to ASICBrady Taylor, Qilin Zheng, Ziru Li, Shiyu Li, Yiran Chen. tcasII, 69(6):2598-2603, 2022. [doi]

2 27.38-TOPS/W Signed-INT8 Dynamic-Logic-Based ADC-less SRAM Compute-in-Memory Macro in 28nm with Reconfigurable Bitwise Operation for AI and Embedded ApplicationsBonan Yan, Jeng-Long Hsu, Pang-Cheng Yu, Chia-Chi Lee, Yaojun Zhang, Wenshuo Yue, Guoqiang Mei, Yuchao Yang, Yue Yang, Hai Li, Yiran Chen, Ru Huang. isscc 2022: 188-190 [doi]

Research Progress on Memristor: From Synapses to Computing SystemsXiaoxuan Yang, Brady Taylor, Ailong Wu, Yiran Chen, Leon O. Chua. tcasI, 69(5):1845-1857, 2022. [doi]

Research on Multitarget Recognition and Detection Based on Computer VisionXiaoying Zhang, Yiran Chen. js, 2022:1-13, 2022. [doi]

2021

Multilabel Image Classification via Feature/Label Co-ProjectionShiping Wen 0001, Weiwei Liu, Yin Yang 0001, Pan Zhou, Zhenyuan Guo, Zheng Yan 0001, Yiran Chen, Tingwen Huang. tsmc, 51(11):7250-7259, 2021. [doi]

Sliding Mode Stabilization of Memristive Neural Networks With Leakage Delays and Control DisturbanceBo Sun 0002, Yuting Cao, Zhenyuan Guo, Zheng Yan 0001, Shiping Wen, Tingwen Huang, Yiran Chen. tnn, 32(3):1254-1263, 2021. [doi]

FedMask: Joint Computation and Communication-Efficient Personalized Federated Learning via Heterogeneous MaskingAng Li 0005, Jingwei Sun, Xiao Zeng, Mi Zhang, Hai Li, Yiran Chen. sensys 2021: 42-55 [doi]

LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated LearningAng Li 0005, Jingwei Sun, Binghui Wang, Lin Duan, Sicheng Li, Yiran Chen, Hai Li 0001. ieeesec 2021: 68-79 [doi]

Enhancing Scientific Papers Summarization with Citation GraphChenxin An, Ming Zhong, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang. AAAI 2021: 12498-12506 [doi]

Combining improved genetic algorithm and matrix semi-tensor product (STP) in color image encryptionXiuli Chai, Xiangcheng Zhi, Zhihua Gan, Yushu Zhang, Yiran Chen, Jiangyu Fu. sigpro, 183:108041, 2021. [doi]

An efficient approach for encrypting double color images into a visually meaningful cipher image using 2D compressive sensingXiuli Chai, Haiyang Wu, Zhihua Gan, Daojun Han, Yushu Zhang, Yiran Chen. isci, 556:305-340, 2021. [doi]

Automatic Routability Predictor Development Using Neural Architecture SearchChen-Chia Chang, Jingyu Pan, Tunhou Zhang, Zhiyao Xie, Jiang Hu, Weiyi Qi, Chung-Wei Lin, Rongjian Liang, Joydeep Mitra, Elias Fallon, Yiran Chen. iccad 2021: 1-9 [doi]

Introduction to the Special Issue on Hardware and Algorithms for Efficient Machine Learning - Part 2Yiran Chen, Qinru Qiu, Yingyan Lin. jetc, 17(4), 2021. [doi]

Introduction of Special Issue on Hardware and Algorithms for Efficient Machine Learning-Part 1Yiran Chen, Qinru Qiu, Yingyan Lin. jetc, 17(2), 2021. [doi]

AI-Powered IoT System at the EdgeYiran Chen, Ang Li 0005, Huanrui Yang, Tunhou Zhang, Yuewei Yang, Hai Li, Suman Banerjee, Miroslav Pajic. cogmi 2021: 242-251 [doi]

Are Factuality Checkers Reliable? Adversarial Meta-evaluation of Factuality in SummarizationYiran Chen, Pengfei Liu 0003, Xipeng Qiu. emnlp 2021: 2082-2095 [doi]

Marvel: A Vertical Resistive Accelerator for Low-Power Deep Learning Inference in Monolithic 3DFan Chen, Linghao Song, Hai Li, Yiran Chen. date 2021: 1240-1245 [doi]

RAISE: A Resistive Accelerator for Subject-Independent EEG Signal ClassificationFan Chen, Linghao Song, Hai Helen Li, Yiran Chen. date 2021: 340-343 [doi]

NASGEM: Neural Architecture Search via Graph Embedding MethodHsin-Pai Cheng, Tunhou Zhang, Yixing Zhang, Shiyu Li, Feng Liang, Feng Yan 0001, Meng Li 0004, Vikas Chandra, Hai Li, Yiran Chen. AAAI 2021: 7090-7098 [doi]

Reinforcement Learning-based Black-Box Evasion Attacks to Link Prediction in Dynamic GraphsHouxiang Fan, Binghui Wang, Pan Zhou, Ang Li 0005, Zichuan Xu, Cai Fu, Hai Li 0001, Yiran Chen. hpcc 2021: 933-940 [doi]

Hermes: Decentralized Dynamic Spectrum Access System for Massive Devices Deployment in 5GZhihui Gao, Ang Li, Yunfan Gao, Yu Wang 0002, Yiran Chen. ewsn 2021: 13-24 [doi]

FedSwap: A Federated Learning based 5G Decentralized Dynamic Spectrum Access SystemZhihui Gao, Ang Li, Yunfan Gao, Bing Li, Yu Wang, Yiran Chen. iccad 2021: 1-6 [doi]

Editorial Special Issue for 50th Birthday of Memristor Theory and Application of Neuromorphic Computing Based on Memristor - Part IITingwen Huang, Yiran Chen, Zhigang Zeng, Leon O. Chua. tcasI, 68(12):4835-4836, 2021. [doi]

Editorial Special Issue for 50th Birthday of Memristor Theory and Application of Neuromorphic Computing Based on Memristor - Part ITingwen Huang, Yiran Chen, Zhigang Zeng, Leon O. Chua. tcasI, 68(11):4417-4418, 2021. [doi]

Bridging a Gap in SAR-ATR: Training on Fully Synthetic and Testing on Measured DataNathan Inkawhich, Matthew Inkawhich, Eric Davis, Uttam K. Majumder, Erin Tripp, Chris Capraro, Yiran Chen. staeors, 14:2942-2955, 2021. [doi]

Training SAR-ATR Models for Reliable Operation in Open-World EnvironmentsNathan Inkawhich, Eric K. Davis, Matthew Inkawhich, Uttam K. Majumder, Yiran Chen. staeors, 14:3954-3966, 2021. [doi]

Can Targeted Adversarial Examples Transfer When the Source and Target Models Have No Label Space Overlap?Nathan Inkawhich, Kevin J. Liang, Jingyang Zhang, Huanrui Yang, Hai Li 0001, Yiran Chen. iccvw 2021: 41-50 [doi]

DeepObfuscator: Obfuscating Intermediate Representations with Privacy-Preserving Adversarial Learning on SmartphonesAng Li, Jiayi Guo, Huanrui Yang, Flora D. Salim, Yiran Chen. iotdi 2021: 28-39 [doi]

ESCALATE: Boosting the Efficiency of Sparse CNN Accelerator with Kernel DecompositionShiyu Li, Edward Hanson, Xuehai Qian, Hai (Helen) Li, Yiran Chen. micro 2021: 992-1004 [doi]

Efficient neural network using pointwise convolution kernels with linear phase constraintFeng Liang, Zhichao Tian, Ming Dong, Shuting Cheng, Li Sun, Hai Li 0001, Yiran Chen, Guohe Zhang. ijon, 423:572-579, 2021. [doi]

Exploring Applications of STT-RAM in GPU ArchitecturesXiaoxiao Liu, Mengjie Mao, Xiuyuan Bi, Hai Helen Li, Yiran Chen. tcasI, 68(1):238-249, 2021. [doi]

TPrune: Efficient Transformer Pruning for Mobile DevicesJiachen Mao, Huanrui Yang, Ang Li 0005, Hai Li 0001, Yiran Chen. tcps, 5(3), 2021. [doi]

Disentangling Prototype and Variation for Single Sample Face RecognitionMeng Pang, Binghui Wang, Mang Ye, Yiran Chen, Bihan Wen. icmcs 2021: 1-6 [doi]

VD-GAN: A Unified Framework for Joint Prototype and Representation Learning From Contaminated Single Sample per PersonMeng Pang, Binghui Wang, Yiu-ming Cheung, Yiran Chen, Bihan Wen. tifs, 16:2246-2259, 2021. [doi]

FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client PerspectiveJingwei Sun, Ang Li 0005, Louis DiValentin, Amin Hassanzadeh, Yiran Chen, Hai Li 0001. nips 2021: 12613-12624 [doi]

Soteria: Provable Defense Against Privacy Leakage in Federated Learning From Representation PerspectiveJingwei Sun, Ang Li 0005, Binghui Wang, Huanrui Yang, Hai Li 0001, Yiran Chen. cvpr 2021: 9311-9319 [doi]

Privacy-Preserving Representation Learning on Graphs: A Mutual Information PerspectiveBinghui Wang, Jiayi Guo, Ang Li, Yiran Chen, Hai Li. kdd 2021: 1667-1676 [doi]

Improving Write Performance on Cross-Point RRAM Arrays by Leveraging Multidimensional Non-Uniformity of Cell Effective VoltageChengning Wang, Dan Feng 0001, Wei Tong 0001, Jingning Liu, Bing Wu, Wei Zhao, Yang Zhang 0051, Yiran Chen. TC, 70(4):566-580, 2021. [doi]

Improving Multilevel Writes on Vertical 3-D Cross-Point Resistive MemoryChengning Wang, Dan Feng 0001, Wei Tong 0001, Yu Hua 0001, Jingning Liu, Bing Wu, Wei Zhao, Linghao Song, Yang Zhang 0051, Jie Xu 0013, Xueliang Wei, Yiran Chen. tcad, 40(4):762-775, 2021. [doi]

Rerec: In-ReRAM Acceleration with Access-Aware Mapping for Personalized RecommendationYitu Wang, Zhenhua Zhu, Fan Chen, Mingyuan Ma, Guohao Dai, Yu Wang, Hai Li, Yiran Chen. iccad 2021: 1-9 [doi]

Memristive LSTM Network for Sentiment AnalysisShiping Wen, Huaqiang Wei, Yin Yang 0001, Zhenyuan Guo, Zhigang Zeng, Tingwen Huang, Yiran Chen. tsmc, 51(3):1794-1804, 2021. [doi]

End-to-End Detection-Segmentation System for Face LabelingShiping Wen, Minghui Dong, Yin Yang 0001, Pan Zhou, Tingwen Huang, Yiran Chen. tetci, 5(3):457-467, 2021. [doi]

SMAD: Scalable Multi-view Ad Retrieval System for E-Commerce Sponsored SearchShiyang Wen, Yiran Chen, Zhi Yang, Yan Zhang, Di Zhang, Liang Wang, Bo Zheng. CIKM 2021: 3543-3547 [doi]

APOLLO: An Automated Power Modeling Framework for Runtime Power Introspection in High-Volume Commercial MicroprocessorsZhiyao Xie, Xiaoqing Xu, Matt Walker, Joshua Knebel, Kumaraguru Palaniswamy, Nicolas Hebert, Jiang Hu, Huanrui Yang, Yiran Chen, Shidhartha Das. micro 2021: 1-14 [doi]

Net2: A Graph Attention Network Method Customized for Pre-Placement Net Length EstimationZhiyao Xie, Rongjian Liang, Xiaoqing Xu, Jiang Hu, Yixiao Duan, Yiran Chen. aspdac 2021: 671-677 [doi]

Defending against GAN-based DeepFake Attacks via Transformation-aware Adversarial FacesChaofei Yang, Leah Ding, Yiran Chen, Hai Li 0001. ijcnn 2021: 1-8 [doi]

BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network QuantizationHuanrui Yang, Lin Duan, Yiran Chen, Hai Li. iclr 2021: [doi]

Improving Gradient Regularization using Complex-Valued Neural NetworksEric C. Yeats, Yiran Chen, Hai Li. icml 2021: 11953-11963 [doi]

Explainability Metrics of Deep Convolutional Networks for Photoplethysmography Quality AssessmentOliver Zhang, Cheng Ding, Tânia Pereira 0001, Ran Xiao, Kais Gadhoumi, Karl Meisel, Randall J. Lee, Yiran Chen, Xiao Hu 0002. access, 9:29736-29745, 2021. [doi]

The 4th Artificial Intelligence of Things (AIoT) WorkshopJian Zhang, Jian Tang, Yiran Chen, Jie Liu, Jieping Ye, Marilyn Wolf, Vijaykrishnan Narayanan, Mani Srivastava, Michael I. Jordan, Victor Bahl. kdd 2021: 4179-4180 [doi]

2: Morphable Encryption and Encoding for Secure NVMWei Zhao, Dan Feng, Yu Hua0001, Wei Tong 0001, Jingning Liu, Jie Xu 0013, Chunyan Li, Gaoxiang Xu, Yiran Chen. iccad 2021: 1-8 [doi]

2020

A Low-Overhead Encoding Scheme to Extend the Lifetime of Nonvolatile MemoriesDan Feng 0001, Jie Xu 0013, Yu Hua 0001, Wei Tong, Jingning Liu, Chunyan Li, Yiran Chen. tcad, 39(10):2516-2529, 2020. [doi]

Training memristor-based multilayer neuromorphic networks with SGD, momentum and adaptive learning ratesZheng Yan 0001, Jiadong Chen, Rui Hu, Tingwen Huang, Yiran Chen, Shiping Wen. NN, 128:142-149, 2020. [doi]

Quantized synchronization of memristive neural networks with time-varying delays via super-twisting algorithmBo Sun 0002, Shiping Wen, Shengbo Wang, Tingwen Huang, Yiran Chen, Peng Li 0001. ijon, 380:133-140, 2020. [doi]

Revisiting Memristor PropertiesLing Chen 0010, Zhilong He, Chuandong Li 0001, Shiping Wen, Yiran Chen. IJBC, 30(12), 2020. [doi]

Exploiting plaintext-related mechanism for secure color image encryptionXiuli Chai, Xiaoyu Zheng, Zhihua Gan, Yiran Chen. nca, 32(12):8065-8088, 2020. [doi]

An efficient chaos-based image compression and encryption scheme using block compressive sensing and elementary cellular automataXiuli Chai, Xianglong Fu, Zhihua Gan, Yushu Zhang, Yang Lu 0013, Yiran Chen. nca, 32(9):4961-4988, 2020. [doi]

Color image compression and encryption scheme based on compressive sensing and double random encryption strategyXiuli Chai, Jianqiang Bi, Zhihua Gan, Xianxing Liu, Yushu Zhang, Yiran Chen. sigpro, 176:107684, 2020. [doi]

Hiding cipher-images generated by 2-D compressive sensing with a multi-embedding strategyXiuli Chai, Haiyang Wu, Zhihua Gan, Yushu Zhang, Yiran Chen. sigpro, 171:107525, 2020. [doi]

Natural scene representations in the gamma band are prototypical across subjectsYiran Chen, Reza Farivar 0001. neuroimage, 221:117010, 2020. [doi]

Editorial for the special issue on disruptive computing technologiesYiran Chen, Deliang Fan, Yanzhi Wang, Shigeru Yamashita. ccfthpc, 2(3):209-210, 2020. [doi]

SparseTrain: Exploiting Dataflow Sparsity for Efficient Convolutional Neural Networks TrainingPengcheng Dai, Jianlei Yang 0001, Xucheng Ye, Xingzhou Cheng, Junyu Luo, Linghao Song, Yiran Chen, Weisheng Zhao. dac 2020: 1-6 [doi]

An effective image compression-encryption scheme based on compressive sensing (CS) and game of life (GOL)Zhihua Gan, Xiuli Chai, Jitong Zhang, Yushu Zhang, Yiran Chen. nca, 32(17):14113-14141, 2020. [doi]

Transferable Perturbations of Deep Feature DistributionsNathan Inkawhich, Kevin J. Liang, Lawrence Carin, Yiran Chen. iclr 2020: [doi]

SPINBIS: Spintronics-Based Bayesian Inference System With Stochastic ComputingXiaotao Jia, Jianlei Yang 0001, Pengcheng Dai, Runze Liu, Yiran Chen, Weisheng Zhao. tcad, 39(4):789-802, 2020. [doi]

FCDM: A Methodology Based on Sensor Pattern Noise Fingerprinting for Fast Confidence Detection to Adversarial AttacksYazhu Lan, Kent W. Nixon, Qingli Guo, Guohe Zhang, Yuanchao Xu 0002, Hai Li 0001, Yiran Chen. tcad, 39(12):4791-4804, 2020. [doi]

{PENNIShiyu Li, Edward Hanson, Hai Li, Yiran Chen. icml 2020: 5863-5873 [doi]

MVStylizer: an efficient edge-assisted video photorealistic style transfer system for mobile phonesAng Li, Chunpeng Wu, Yiran Chen, Bin Ni. mobihoc 2020: 31-40 [doi]

TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework for Deep Learning with Anonymized Intermediate RepresentationsAng Li, Yixiao Duan, Huanrui Yang, Yiran Chen, Jianlei Yang 0001. kdd 2020: 824-832 [doi]

Task-Agnostic Privacy-Preserving Representation Learning via Federated LearningAng Li, Huanrui Yang, Yiran Chen. In Qiang Yang 0001, Lixin Fan, Han Yu 0001, editors, Federated Learning - Privacy and Incentive. Volume 12500 of Lecture Notes in Computer Science, pages 51-65, Springer, 2020. [doi]

Introduction to the Special Issue on User-Centric Security and Safety for CPSNeetesh Saxena, Alvaro A. Cárdenas, Raheem Beyah, Rongxing Lu, Kim-Kwang Raymond Choo, Yiran Chen. tcps, 4(3), 2020. [doi]

Projective Synchroniztion of Neural Networks via Continuous/Periodic Event-Based Sampling AlgorithmsShiqin Wang, Yuting Cao, Shiping Wen, Zhenyuan Guo, Tingwen Huang, Yiran Chen. tnse, 7(4):2746-2754, 2020. [doi]

Sliding mode control of neural networks via continuous or periodic sampling event-triggering algorithmShiqin Wang, Yuting Cao, Tingwen Huang, Yiran Chen, Peng Li 0001, Shiping Wen. NN, 121:140-147, 2020. [doi]

Event-triggered distributed control for synchronization of multiple memristive neural networks under cyber-physical attacksShengbo Wang, Yuting Cao, Tingwen Huang, Yiran Chen, Shiping Wen. isci, 518:361-375, 2020. [doi]

Memristor-Based Design of Sparse Compact Convolutional Neural NetworkShiping Wen, Huaqiang Wei, Zheng Yan 0001, Zhenyuan Guo, Yin Yang 0001, Tingwen Huang, Yiran Chen. tnse, 7(3):1431-1440, 2020. [doi]

AutoGrow: Automatic Layer Growing in Deep Convolutional NetworksWei Wen, Feng Yan 0001, Yiran Chen, Hai Li. kdd 2020: 833-841 [doi]

Designing pulse-coupled neural networks with spike-synchronization-dependent plasticity rule: image segmentation and memristor circuit applicationXudong Xie, Shiping Wen, Zheng Yan 0001, Tingwen Huang, Yiran Chen. nca, 32(17):13441-13452, 2020. [doi]

TRP: Trained Rank Pruning for Efficient Deep Neural NetworksYuhui Xu, Yuxi Li, Shuai Zhang 0009, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong. IJCAI 2020: 977-983 [doi]

Thwarting Replication Attack Against Memristor-Based Neuromorphic Computing SystemChaofei Yang, Beiye Liu, Hai Li 0001, Yiran Chen, Mark Barnell, Qing Wu, Wujie Wen, Jeyavijayan Rajendran. tcad, 39(10):2192-2205, 2020. [doi]

Enhancing Generalization of Wafer Defect Detection by Data Discrepancy-aware Preprocessing and Contrast-varied AugmentationChaofei Yang, Hai Li, Yiran Chen, Jiang Hu. aspdac 2020: 145-150 [doi]

Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value SparsificationHuanrui Yang, Minxue Tang, Wei Wen, Feng Yan 0001, Daniel Hu, Ang Li, Hai Li, Yiran Chen. cvpr 2020: 2899-2908 [doi]

Accelerating CNN Training by Pruning Activation GradientsXucheng Ye, Pengcheng Dai, Junyu Luo, Xin Guo, Yingjie Qi, Jianlei Yang 0001, Yiran Chen. eccv 2020: 322-338 [doi]

A low-cost and high-speed hardware implementation of spiking neural networkGuohe Zhang, Bing Li 0022, Jianxing Wu, Ran Wang, Yazhu Lan, Li Sun, ShaoChong Lei, Hai Li 0001, Yiran Chen. ijon, 382:106-115, 2020. [doi]

MobiLattice: A Depth-wise DCNN Accelerator with Hybrid Digital/Analog Nonvolatile Processing-In-Memory BlockQilin Zheng, Xingchen Li, Zongwei Wang, Guangyu Sun, YiMao Cai, Ru Huang, Yiran Chen, Hai Li. iccad 2020: 1-9 [doi]

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