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2025

2024

Computational and Storage Efficient Quadratic Neurons for Deep Neural NetworksChuangtao Chen 0001, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann, Bing Li. date 2024: 1-6 [doi]

MSH: A Multi-Stage HiZ-Aware Homotopy Framework for Nonlinear DC AnalysisZhou Jin 0001, Tian Feng, Xiao Wu, Dan Niu, Zhenya Zhou, Cheng Zhuo. date 2024: 1-6 [doi]

Multibit Content Addressable Memory Design and Optimization Based on 3-D nand-Compatible IGZO FlashChao Li 0065, Chen Sun 0010, Jianyi Yang, Kai Ni 0004, Xiao Gong, Cheng Zhuo, Xunzhao Yin. tvlsi, 32(8):1380-1388, August 2024. [doi]

Efficient Spectral-Aware Power Supply Noise Analysis for Low-Power Design VerificationYinuo Bai, Xiaoyu Yang, Yicheng Lu, Dan Niu, Cheng Zhuo, Zhou Jin 0001, Weifeng Liu 0002. date 2024: 1-6 [doi]

Dynamic Supply Noise Aware Timing Analysis With JIT Machine Learning IntegrationYufei Chen, Zizheng Guo, Runsheng Wang, Ru Huang, Yibo Lin, Cheng Zhuo. tcad, 43(5):1511-1524, May 2024. [doi]

STDF: Spatio-Temporal Deformable Fusion for Video Quality Enhancement on Embedded PlatformsJianing Deng, Shunjie Dong, Lvcheng Chen, Jingtong Hu, Cheng Zhuo. tecs, 23(2), March 2024. [doi]

SPIRAL: Signal-Power Integrity Co-Analysis for High-Speed Inter-Chiplet Serial Links ValidationXiao Dong, Songyu Sun, Yangfan Jiang, Jingtong Hu, Dawei Gao, Cheng Zhuo. aspdac 2024: 625-630 [doi]

MPGAN: Multi Pareto Generative Adversarial Network for the denoising and quantitative analysis of low-dose PET images of human brainYu Fu, Shunjie Dong, Yanyan Huang, Meng Niu, Chao Ni, Lequan Yu, Kuangyu Shi, Zhijun Yao, Cheng Zhuo. mia, 98:103306, 2024. [doi]

Heterogeneous Static Timing Analysis with Advanced Delay CalculatorZizheng Guo, Tsung-Wei Huang, Zhou Jin 0001, Cheng Zhuo, Yibo Lin, Runsheng Wang, Ru Huang 0001. date 2024: 1-6 [doi]

A FeFET-based Time-Domain Associative Memory for Multi-bit Similarity ComputationQingrong Huang, Hamza Errahmouni Barkam, Zeyu Yang, Jianyi Yang, Thomas Kämpfe, Kai Ni, Grace Li Zhang, Bing Li, Ulf Schlichtmann, Mohsen Imani, Cheng Zhuo, Xunzhao Yin. date 2024: 1-6 [doi]

A Parallel Simulation Framework Incorporating Machine Learning-Based Hotspot Detection for Accelerated Power Grid AnalysisYangfan Jiang, Jianfei Song, Xunzhao Yin, Xiao Dong, Songyu Sun, Yibo Lin, Zhou Jin 0001, Xiaoyu Yang, Cheng Zhuo. mlcad 2024: [doi]

Class-Aware Pruning for Efficient Neural NetworksMengnan Jiang, Jingcun Wang, Amro Eldebiky, Xunzhao Yin, Cheng Zhuo, Ing-Chao Lin, Grace Li Zhang. date 2024: 1-6 [doi]

Efficient Subgraph Matching Framework for Fast Subcircuit IdentificationBoHao Li, Shizhang Wang, Tinghuan Chen, Qi Sun 0002, Cheng Zhuo. mlcad 2024: [doi]

DCAFuse: Dual-Branch Diffusion-CNN Complementary Feature Aggregation Network for Multi-Modality Image FusionXudong Lu, Yuqi Jiang, Haiwen Hong, Qi Sun 0002, Cheng Zhuo. mm 2024: 1524-1533 [doi]

MISP: A Multimodal-based Intelligent Server Failure Prediction Model for Cloud Computing SystemsXianting Lu, Yunong Wang, Yu Fu, Qi Sun, Xuhua Ma, Xudong Zheng, Cheng Zhuo. kdd 2024: 5509-5520 [doi]

Introduction to the Special Issue on Design for Testability and Reliability of Security-aware HardwareTianming Ni, Xiaoqing Wen, Hussam Amrouch, Cheng Zhuo, Peilin Song. todaes, 29(1), January 2024. [doi]

Lithography Hotspot Detection Based on Heterogeneous Federated Learning With Local Adaptation and Feature SelectionJingyu Pan, Xuezhong Lin, Jinming Xu 0002, Yiran Chen 0001, Cheng Zhuo. tcad, 43(5):1484-1496, May 2024. [doi]

C-Nash: A Novel Ferroelectric Computing-in-Memory Architecture for Solving Mixed Strategy Nash EquilibriumYu Qian, Kai Ni 0004, Thomas Kämpfe, Cheng Zhuo, Xunzhao Yin. dac 2024: [doi]

Enhancing ConvNets With ConvFIFO: A Crossbar PIM Architecture Based on Kernel-Stationary First-In-First-Out DataflowYu Qian, Liang Zhao, Fanzi Meng, Xiapeng Xu, Cheng Zhuo, Xunzhao Yin. tvlsi, 32(9):1640-1651, September 2024. [doi]

Minimizing Labeling, Maximizing Performance: A Novel Approach to Nanoscale Scanning Electron Microscope (SEM) Defect SegmentationYibo Qiao, Weiping Xie, Shunyuan Lou, Qian Jin, Lichao Zeng, Yining Chen, Qi Sun, Cheng Zhuo. dac 2024: [doi]

OplixNet: Towards Area-Efficient Optical Split-Complex Networks with Real-to-Complex Data Assignment and Knowledge DistillationRuidi Qiu, Amro Eldebiky, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann, Bing Li. date 2024: 1-6 [doi]

Hardware-Assisted Control-Flow Integrity Enhancement for IoT DevicesWeiyi Wang, Lang Feng, Zhiguo Shi, Cheng Zhuo, Jiming Chen 0001. date 2024: 1-6 [doi]

On Model Order Reduction and Exponential Integrator for Transient Circuit SimulationCong Wang, Dongen Yang, Jinming Lyu, Yong Dai, Cheng Zhuo, Quan Chen. tcad, 43(1):328-339, January 2024. [doi]

PACE: A Piece-Wise Approximate and Configurable Floating - Point Divider for Energy - Efficient ComputingChenyi Wen, Haonan Du, Zhengrui Chen, Li Zhang, Qi Sun, Cheng Zhuo. date 2024: 1-6 [doi]

A Survey on Approximate Multiplier Designs for Energy Efficiency: From Algorithms to CircuitsYing Wu, Chuangtao Chen 0001, Weihua Xiao, Xuan Wang, Chenyi Wen, Jie Han 0001, Xunzhao Yin, Weikang Qian, Cheng Zhuo. todaes, 29(1), January 2024. [doi]

Automated C/C++ Program Repair for High-Level Synthesis via Large Language ModelsKangwei Xu, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann, Bing Li 0005. mlcad 2024: [doi]

FeReX: A Reconfigurable Design of Multi-Bit Ferroelectric Compute-in-Memory for Nearest Neighbor SearchZhicheng Xu, Che-Kai Liu, Chao Li, Ruibin Mao, Jianyi Yang, Thomas Kämpfe, Mohsen Imani, Can Li, Cheng Zhuo, Xunzhao Yin. date 2024: 1-6 [doi]

Reconfigurable Frequency Multipliers Based on Complementary Ferroelectric TransistorsHaotian Xu, Jianyi Yang, Cheng Zhuo, Thomas Kämpfe, Kai Ni 0004, Xunzhao Yin. date 2024: 1-6 [doi]

PerfTop: Towards performance prediction of distributed learning over general topologyChangzhi Yan, Zehan Zhu, Youcheng Niu, Cong Wang, Cheng Zhuo, Jinming Xu 0002. jpdc, 192:104922, 2024. [doi]

ConvFIFO: A Crossbar Memory PIM Architecture for ConvNets Featuring First-In-First-Out DataflowLiang Zhao, Yu Qian, Fanzi Meng, Xiapeng Xu, Xunzhao Yin, Cheng Zhuo. aspdac 2024: 824-829 [doi]

Low Power and Temperature- Resilient Compute-In-Memory Based on Subthreshold-FeFETYifei Zhou, Xuchu Huang, Jianyi Yang, Kai Ni 0004, Hussam Amrouch, Cheng Zhuo, Xunzhao Yin. date 2024: 1-6 [doi]

PKDGAN: Private Knowledge Distillation With Generative Adversarial NetworksCheng Zhuo, Di Gao, Liangwei Liu. tbd, 10(6):775-788, December 2024. [doi]

2023

Invited Paper: Unleashing the Potential of Machine Learning: Harnessing the Dynamics of Supply Noise for Timing Sign-OffYufei Chen, Xiao Dong, Wei-Kai Shih, Cheng Zhuo. iccad 2023: 1-6 [doi]

Partial Unbalanced Feature Transport for Cross-Modality Cardiac Image SegmentationShunjie Dong, Zixuan Pan, Yu Fu, Dongwei Xu, Kuangyu Shi, Qianqian Yang 0002, Yiyu Shi 0001, Cheng Zhuo. tmi, 42(6):1758-1773, June 2023. [doi]

Worst-case Power Integrity Prediction Using Convolutional Neural NetworkXiao Dong, Yufei Chen, Jun Chen, Yucheng Wang, Ji Li, Tianming Ni, Zhiguo Shi 0001, Xunzhao Yin, Cheng Zhuo. todaes, 28(4), July 2023. [doi]

GANDSE: Generative Adversarial Network-based Design Space Exploration for Neural Network Accelerator DesignLang Feng, Wenjian Liu, Chuliang Guo, Ke Tang, Cheng Zhuo, Zhongfeng Wang 0001. todaes, 28(3), 2023. [doi]

SFCNEXT: A Simple Fully Convolutional Network for Effective Brain Age Estimation with Small Sample SizeYu Fu, Yanyan Huang, Shunjie Dong, Yalin Wang 0001, Tianbai Yu, Meng Niu, Cheng Zhuo. isbi 2023: 1-5 [doi]

OTFPF: Optimal transport based feature pyramid fusion network for brain age estimationYu Fu, Yanyan Huang, Zhe Zhang, Shunjie Dong, Le Xue, Meng Niu, Yunxin Li, Zhiguo Shi 0001, Yalin Wang 0001, Hong Zhang, Mei Tian, Cheng Zhuo. inffus, 100:101931, December 2023. [doi]

AIGAN: Attention-encoding Integrated Generative Adversarial Network for the reconstruction of low-dose CT and low-dose PET imagesYu Fu, Shunjie Dong, Meng Niu, Le Xue, Hanning Guo, Yanyan Huang, Yuanfan Xu, Tianbai Yu, Kuangyu Shi, Qianqian Yang 0002, Yiyu Shi 0001, Hong Zhang, Mei Tian, Cheng Zhuo. mia, 86:102787, May 2023. [doi]

BRoCoM: A Bayesian Framework for Robust Computing on Memristor CrossbarDi Gao, Zeyu Yang, Qingrong Huang, Grace Li Zhang, Xunzhao Yin, Bing Li 0005, Ulf Schlichtmann, Cheng Zhuo. tcad, 42(7):2136-2148, July 2023. [doi]

BOOST: Block Minifloat-Based On-Device CNN Training Accelerator with Transfer LearningChuliang Guo, Binglei Lou, Xueyuan Liu, David Boland, Philip H. W. Leong, Cheng Zhuo. iccad 2023: 1-9 [doi]

FeFET-Based In-Memory Hyperdimensional Encoding DesignQingrong Huang, Zeyu Yang, Kai Ni 0004, Mohsen Imani, Cheng Zhuo, Xunzhao Yin. tcad, 42(11):3829-3839, November 2023. [doi]

HDNet: Hierarchical Dynamic Network for Gait Recognition using Millimeter-wave radarYanyan Huang, Yong Wang, Kun Shi 0003, Chaojie Gu, Yu Fu, Cheng Zhuo, Zhiguo Shi 0001. icassp 2023: 1-5 [doi]

SEE-MCAM: Scalable Multi-Bit FeFET Content Addressable Memories for Energy Efficient Associative SearchShengxi Shou, Che-Kai Liu, Sanggeon Yun, Zishen Wan, Kai Ni 0004, Mohsen Imani, X. Sharon Hu, Jianyi Yang, Cheng Zhuo, Xunzhao Yin. iccad 2023: 1-9 [doi]

SteppingNet: A Stepping Neural Network with Incremental Accuracy EnhancementWenhao Sun, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Huaxi Gu, Bing Li 0005, Ulf Schlichtmann. date 2023: 1-6 [doi]

Approximate Floating-Point FFT Design with Wide Precision-Range and High Energy EfficiencyChenyi Wen, Ying Wu, Xunzhao Yin, Cheng Zhuo. aspdac 2023: 134-139 [doi]

LMM: A Fixed-Point Linear Mapping Based Approximate Multiplier for IoTYing Wu, Chenyi Wen, Xunzhao Yin, Cheng Zhuo. jcst, 38(2):298-308, April 2023. [doi]

Breaking the energy-efficiency barriers for smart sensing applications with "Sensing with Computing" architecturesXinghua Yang, Zheyu Liu, Kechao Tang, Xunzhao Yin, Cheng Zhuo, Qi Wei 0001, Fei Qiao. chinaf, 66(10), October 2023. [doi]

Ferroelectric Ternary Content Addressable Memories for Energy-Efficient Associative SearchXunzhao Yin, Yu Qian, Mohsen Imani, Kai Ni 0004, Chao Li 0062, Grace Li Zhang, Bing Li 0005, Ulf Schlichtmann, Cheng Zhuo. tcad, 42(4):1099-1112, April 2023. [doi]

Local-to-global spatial learning for whole-slide image representation and classificationJiahui Yu, Tianyu Ma, Yu Fu, Hang Chen, Maode Lai, Cheng Zhuo, Yingke Xu. cmig, 107:102230, 2023. [doi]

Fast Multi-Lane Detection Based on CNN Differentiation for ADAS/ADJinyu Zhan, Yongjia Yang, Wei Jiang 0016, Ke Jiang, Zhiguo Shi 0001, Cheng Zhuo. tvt, 72(12):15290-15300, December 2023. [doi]

LIAS: A Lightweight Incentive Authentication Scheme for Forensic Services in IoVMingyue Zhang, Junlong Zhou, Peijin Cong, Gongxuan Zhang, Cheng Zhuo, Shiyan Hu. tase, 20(2):805-820, April 2023. [doi]

A fine-grained mixed precision DNN accelerator using a two-stage big-little core RISC-V MCULi Zhang, Qishen Lv, Di Gao, Xian Zhou, Wenchao Meng, Qinmin Yang, Cheng Zhuo. integration, 88:241-248, 2023. [doi]

Swarm Intelligence-Based Task Scheduling for Enhancing Security for IoT DevicesJunlong Zhou, Yufan Shen, Liying Li, Cheng Zhuo, Mingsong Chen. tcad, 42(6):1756-1769, June 2023. [doi]

A Fast Method to Estimate Through-Bump Current for Power Delivery VerificationCheng Zhuo, Songyu Sun. tcad, 42(5):1643-1647, May 2023. [doi]

A DVFS Design and Simulation Framework Using Machine Learning ModelsCheng Zhuo, Di Gao, Yuan Cao, Tianhao Shen, Li Zhang 0021, Jinfang Zhou, Xunzhao Yin. dt, 40(1):52-61, February 2023. [doi]

Design of Ultracompact Content Addressable Memory Exploiting 1T-1MTJ CellCheng Zhuo, Zeyu Yang, Kai Ni 0004, Mohsen Imani, Yuxuan Luo, Shaodi Wang, Deming Zhang, Xunzhao Yin. tcad, 42(5):1450-1462, May 2023. [doi]

2022

Energy efficient data search design and optimization based on a compact ferroelectric FET content addressable memoryJiahao Cai, Mohsen Imani, Kai Ni 0004, Grace Li Zhang, Bing Li 0005, Ulf Schlichtmann, Cheng Zhuo, Xunzhao Yin. dac 2022: 751-756 [doi]

Application of Deep Learning in Back-End Simulation: Challenges and OpportunitiesYufei Chen, Haojie Pei, Xiao Dong, Zhou Jin, Cheng Zhuo. aspdac 2022: 641-646 [doi]

ANT-UNet: Accurate and Noise-Tolerant Segmentation for Pathology Image ProcessingYufei Chen, Tingtao Li, Qinming Zhang, Wei Mao, Nan Guan, Mei Tian, Hao Yu 0001, Cheng Zhuo. jetc, 18(2), 2022. [doi]

PAM: A Piecewise-Linearly-Approximated Floating-Point Multiplier With Unbiasedness and ConfigurabilityChuangtao Chen, Weikang Qian, Mohsen Imani, Xunzhao Yin, Cheng Zhuo. TC, 71(10):2473-2486, 2022. [doi]

Worst-case dynamic power distribution network noise prediction using convolutional neural networkXiao Dong, Yufei Chen, Xunzhao Yin, Cheng Zhuo. dac 2022: 1225-1230 [doi]

DeU-Net 2.0: Enhanced deformable U-Net for 3D cardiac cine MRI segmentationShunjie Dong, Zixuan Pan, Yu Fu, Qianqian Yang, Yuanxue Gao, Tianbai Yu, Yiyu Shi, Cheng Zhuo. mia, 78:102389, 2022. [doi]

Active Index: An Integrated Index to Reveal Disrupted Brain Network Organizations of Major Depressive Disorder PatientsYu Fu, Yanyan Huang, Meng Niu, Le Xue, Shunjie Dong, Shunlin Guo, Junqiang Lei, Cheng Zhuo. isbi 2022: 1-5 [doi]

A Resource-Efficient Deep Learning Framework for Low-Dose Brain Pet Image Reconstruction and AnalysisYu Fu, Shunjie Dong, Yi Liao, Le Xue, Yuanfan Xu, Feng Li, Qianqian Yang, Tianbai Yu, Mei Tian, Cheng Zhuo. isbi 2022: 1-5 [doi]

Computing-In-Memory Using Ferroelectrics: From Single- to Multi-Input LogicQingrong Huang, Dayane Reis, Chao Li, Di Gao, Michael T. Niemier, Xiaobo Sharon Hu, Mohsen Imani, Xunzhao Yin, Cheng Zhuo. dt, 39(2):56-64, 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]

COSIME: FeFET Based Associative Memory for In-Memory Cosine Similarity SearchChe-Kai Liu, Haobang Chen, Mohsen Imani, Kai Ni 0004, Arman Kazemi, Ann Franchesca Laguna, Michael T. Niemier, Xiaobo Sharon Hu, Liang Zhao, Cheng Zhuo, Xunzhao Yin. iccad 2022: [doi]

PIM-DH: ReRAM-based processing-in-memory architecture for deep hashing accelerationFangxin Liu, Wenbo Zhao, Yongbiao Chen, Zongwu Wang, Zhezhi He, Rui Yang, Qidong Tang, Tao Yang, Cheng Zhuo, Li Jiang. dac 2022: 1087-1092 [doi]

RT-DNAS: Real-Time Constrained Differentiable Neural Architecture Search for 3D Cardiac Cine MRI SegmentationQing Lu, Xiaowei Xu 0004, Shunjie Dong, Cong Hao, Lei Yang, Cheng Zhuo, Yiyu Shi. miccai 2022: 602-612 [doi]

Magnetic Core TSV-Inductor Design and Optimization for On-chip DC-DC ConverterChenyi Wen, Xiao Dong, Baixin Chen, Umamaheswara Rao Tida, Yiyu Shi, Cheng Zhuo. todaes, 27(5), 2022. [doi]

Approximate Multiplier Design for Energy Efficiency: From Circuit to AlgorithmYing Wu, Chuangtao Chen, Chenyi Wen, Weikang Qian, Xunzhao Yin, Cheng Zhuo. In Weiqiang Liu 0001, Fabrizio Lombardi, editors, Approximate Computing. pages 51-76, Springer International Publishing, 2022. [doi]

Approximate Logic Synthesis for FPGA by DecompositionZhiyuan Xiang, Niyiqiu Liu, Yue Yao, Fan Yang, Cheng Zhuo, Weikang Qian. In Weiqiang Liu 0001, Fabrizio Lombardi, editors, Approximate Computing. pages 149-174, Springer International Publishing, 2022. [doi]

OPACT: Optimization of Approximate Compressor Tree for Approximate MultiplierWeihua Xiao, Cheng Zhuo, Weikang Qian. date 2022: 178-183 [doi]

Senputing: An Ultra-Low-Power Always-On Vision Perception Chip Featuring the Deep Fusion of Sensing and ComputingHan Xu, Ningchao Lin, Li Luo, Qi Wei 0001, Runsheng Wang, Cheng Zhuo, Xunzhao Yin, Fei Qiao, Huazhong Yang. tcasI, 69(1):232-243, 2022. [doi]

GoodFloorplan: Graph Convolutional Network and Reinforcement Learning-Based FloorplanningQi Xu, Hao Geng, Song Chen 0001, Bo Yuan 0006, Cheng Zhuo, Yi Kang, Xiaoqing Wen. tcad, 41(10):3492-3502, 2022. [doi]

Aging Aware Retraining for Memristor-based Neuromorphic ComputingWenwen Ye, Grace Li Zhang, Bing Li 0005, Ulf Schlichtmann, Cheng Zhuo, Xunzhao Yin. iscas 2022: 3294-3298 [doi]

Improving Fault Tolerance for Reliable DNN Using Boundary-Aware ActivationJinyu Zhan, Ruoxu Sun, Wei Jiang 0016, Yucheng Jiang, Xunzhao Yin, Cheng Zhuo. tcad, 41(10):3414-3425, 2022. [doi]

VirtualSync+: Timing Optimization With Virtual SynchronizationGrace Li Zhang, Bing Li 0005, Xing Huang, Xunzhao Yin, Cheng Zhuo, Masanori Hashimoto, Ulf Schlichtmann. tcad, 41(12):5526-5540, 2022. [doi]

2021

Cross-layer Design for Computing-in-Memory: From Devices, Circuits, to Architectures and ApplicationsHussam Amrouch, Xiaobo Sharon Hu, Mohsen Imani, Ann Franchesca Laguna, Michael T. Niemier, Simon Thomann, Xunzhao Yin, Cheng Zhuo. aspdac 2021: 132-139 [doi]

ICCAD Tutorial Session Paper Ferroelectric FET Technology and Applications: From Devices to SystemsHussam Amrouch, Di Gao, Xiaobo Sharon Hu, Arman Kazemi, Ann Franchesca Laguna, Kai Ni 0004, Michael T. Niemier, Mohammad Mehdi Sharifi, Simon Thomann, Xunzhao Yin, Cheng Zhuo. iccad 2021: 1-8 [doi]

RCoNet: Deformable Mutual Information Maximization and High-Order Uncertainty-Aware Learning for Robust COVID-19 DetectionShunjie Dong, Qianqian Yang, Yu Fu, Mei Tian, Cheng Zhuo. tnn, 32(8):3401-3411, 2021. [doi]

Cross-Modality Generation of Amyloid PET from FDG PET for Alzheimer's Disease DiagnosisYu Fu, Le Xue, Yi Liao, Lin Chen, Meng Niu, Hong Zhang, Mei Tian, Cheng Zhuo. bibm 2021: 2674-2681 [doi]

Bayesian Inference Based Robust Computing on Memristor CrossbarDi Gao, Qingrong Huang, Grace Li Zhang, Xunzhao Yin, Bing Li, Ulf Schlichtmann, Cheng Zhuo. dac 2021: 121-126 [doi]

Reliable Memristor-based Neuromorphic Design Using Variation- and Defect-Aware TrainingDi Gaol, Grace Li Zhang, Xunzhao Yin, Bing Li, Ulf Schlichtmann, Cheng Zhuo. iccad 2021: 1-9 [doi]

A Reconfigurable Multiplier for Signed Multiplications with Asymmetric Bit-WidthsChuliang Guo, Li Zhang, Xian Zhou, Grace Li Zhang, Bing Li, Weikang Qian, Xunzhao Yin, Cheng Zhuo. jetc, 17(4), 2021. [doi]

Regularization-Free Structural Pruning for GPU Inference AccelerationChuliang Guo, Yanbing Yang, Li Zhang, Shaodi Wang, He Li, Keyu Long, Xunzhao Yin, Cheng Zhuo. isqed 2021: 149-153 [doi]

Joint Sparsity with Mixed Granularity for Efficient GPU ImplementationChuliang Guo, Xingang Yan, Yufei Chen, He Li, Xunzhao Yin, Cheng Zhuo. date 2021: 1356-1359 [doi]

Real-Time and Robust Hyperdimensional ClassificationAlejandro Hernández-Cano, Cheng Zhuo, Xunzhao Yin, Mohsen Imani. glvlsi 2021: 397-402 [doi]

RegHD: Robust and Efficient Regression in Hyper-Dimensional Learning SystemAlejandro Hernández-Cano, Cheng Zhuo, Xunzhao Yin, Mohsen Imani. dac 2021: 7-12 [doi]

Robust In-Memory Computing with Hyperdimensional Stochastic RepresentationPrathyush Poduval, Mariam Issa, Farhad Imani, Cheng Zhuo, Xunzhao Yin, M. Hassan Najafi, Mohsen Imani. NANOARCH 2021: 1-6 [doi]

Energy-Aware Designs of Ferroelectric Ternary Content Addressable MemoryYu Qian, Zhenhao Fan, Haoran Wang, Chao Li, Mohsen Imani, Kai Ni 0004, Grace Li Zhang, Bing Li, Ulf Schlichtmann, Cheng Zhuo, Xunzhao Yin. date 2021: 1090-1095 [doi]

A Physical-Aware Framework for Memory Network Design Space ExplorationTianhao Shen, Di Gao, Li Zhang 0021, Jishen Zhao, Cheng Zhuo. aspdac 2021: 865-871 [doi]

On the Reliability of In-Memory Computing: Impact of Temperature on Ferroelectric TCAMSimon Thomann, Chao Li, Cheng Zhuo, Om Prakash 0007, Xunzhao Yin, Xiaobo Sharon Hu, Hussam Amrouch. vts 2021: 1-6 [doi]

Robustness of Neuromorphic Computing with RRAM-based Crossbars and Optical Neural NetworksGrace Li Zhang, Bing Li 0005, Ying Zhu, Tianchen Wang, Yiyu Shi, Xunzhao Yin, Cheng Zhuo, Huaxi Gu, Tsung-Yi Ho, Ulf Schlichtmann. aspdac 2021: 853-858 [doi]

2020

DeU-Net: Deformable U-Net for 3D Cardiac MRI Video SegmentationShunjie Dong, Jinlong Zhao, Maojun Zhang, Zhengxue Shi, Jianing Deng, Yiyu Shi, Mei Tian, Cheng Zhuo. miccai 2020: 98-107 [doi]

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