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2020 – today
- 2024
[j65]Changzhi Yan, Zehan Zhu
, Youcheng Niu, Cong Wang, Cheng Zhuo, Jinming Xu:
PerfTop: Towards performance prediction of distributed learning over general topology. J. Parallel Distributed Comput. 192: 104922 (2024)- [j64]Yu Fu, Shunjie Dong, Yanyan Huang, Meng Niu, Chao Ni, Lequan Yu, Kuangyu Shi, Zhijun Yao, Cheng Zhuo:
MPGAN: Multi Pareto Generative Adversarial Network for the denoising and quantitative analysis of low-dose PET images of human brain. Medical Image Anal. 98: 103306 (2024) - [j63]Cheng Zhuo, Di Gao, Liangwei Liu:
PKDGAN: Private Knowledge Distillation With Generative Adversarial Networks. IEEE Trans. Big Data 10(6): 775-788 (2024) - [j62]Cong Wang, Dongen Yang, Jinming Lyu, Yong Dai, Cheng Zhuo, Quan Chen:
On Model Order Reduction and Exponential Integrator for Transient Circuit Simulation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(1): 328-339 (2024) - [j61]Jingyu Pan, Xuezhong Lin, Jinming Xu, Yiran Chen, Cheng Zhuo:
Lithography Hotspot Detection Based on Heterogeneous Federated Learning With Local Adaptation and Feature Selection. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(5): 1484-1496 (2024) - [j60]Yufei Chen, Zizheng Guo, Runsheng Wang, Ru Huang, Yibo Lin, Cheng Zhuo:
Dynamic Supply Noise Aware Timing Analysis With JIT Machine Learning Integration. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(5): 1511-1524 (2024) - [j59]Jianing Deng, Shunjie Dong, Lvcheng Chen, Jingtong Hu, Cheng Zhuo:
STDF: Spatio-Temporal Deformable Fusion for Video Quality Enhancement on Embedded Platforms. ACM Trans. Embed. Comput. Syst. 23(2): 25:1-25:25 (2024) - [j58]Tianming Ni, Xiaoqing Wen, Hussam Amrouch, Cheng Zhuo, Peilin Song:
Introduction to the Special Issue on Design for Testability and Reliability of Security-aware Hardware. ACM Trans. Design Autom. Electr. Syst. 29(1): 1:1-1:3 (2024) - [j57]Ying Wu, Chuangtao Chen, Weihua Xiao, Xuan Wang, Chenyi Wen, Jie Han, Xunzhao Yin, Weikang Qian, Cheng Zhuo:
A Survey on Approximate Multiplier Designs for Energy Efficiency: From Algorithms to Circuits. ACM Trans. Design Autom. Electr. Syst. 29(1): 23:1-23:37 (2024) - [j56]Chao Li, Chen Sun, Jianyi Yang, Kai Ni, Xiao Gong, Cheng Zhuo, Xunzhao Yin:
Multibit Content Addressable Memory Design and Optimization Based on 3-D nand-Compatible IGZO Flash. IEEE Trans. Very Large Scale Integr. Syst. 32(8): 1380-1388 (2024) - [j55]Yu Qian, Liang Zhao, Fanzi Meng, Xiapeng Xu, Cheng Zhuo, Xunzhao Yin:
Enhancing ConvNets With ConvFIFO: A Crossbar PIM Architecture Based on Kernel-Stationary First-In-First-Out Dataflow. IEEE Trans. Very Large Scale Integr. Syst. 32(9): 1640-1651 (2024) - [c101]Xiao Dong, Songyu Sun, Yangfan Jiang, Jingtong Hu, Dawei Gao, Cheng Zhuo:
SPIRAL: Signal-Power Integrity Co-Analysis for High-Speed Inter-Chiplet Serial Links Validation. ASPDAC 2024: 625-630 - [c100]Liang Zhao, Yu Qian, Fanzi Meng, Xiapeng Xu, Xunzhao Yin, Cheng Zhuo:
ConvFIFO: A Crossbar Memory PIM Architecture for ConvNets Featuring First-In-First-Out Dataflow. ASPDAC 2024: 824-829 - [c99]Yibo Qiao, Weiping Xie, Shunyuan Lou, Qian Jin, Lichao Zeng, Yining Chen, Qi Sun, Cheng Zhuo:
Minimizing Labeling, Maximizing Performance: A Novel Approach to Nanoscale Scanning Electron Microscope (SEM) Defect Segmentation. DAC 2024: 192:1-192:6 - [c98]Yu Qian, Kai Ni, Thomas Kämpfe, Cheng Zhuo, Xunzhao Yin:
C-Nash: A Novel Ferroelectric Computing-in-Memory Architecture for Solving Mixed Strategy Nash Equilibrium. DAC 2024: 226:1-226:6 - [c97]Zhou Jin, Tian Feng, Xiao Wu, Dan Niu, Zhenya Zhou, Cheng Zhuo:
MSH: A Multi-Stage HiZ-Aware Homotopy Framework for Nonlinear DC Analysis. DATE 2024: 1-6 - [c96]Chuangtao Chen, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann, Bing Li:
Computational and Storage Efficient Quadratic Neurons for Deep Neural Networks. DATE 2024: 1-6 - [c95]Yinuo Bai, Xiaoyu Yang, Yicheng Lu, Dan Niu, Cheng Zhuo, Zhou Jin, Weifeng Liu:
Efficient Spectral-Aware Power Supply Noise Analysis for Low-Power Design Verification. DATE 2024: 1-6 - [c94]Zizheng Guo, Tsung-Wei Huang, Zhou Jin, Cheng Zhuo, Yibo Lin, Runsheng Wang, Ru Huang:
Heterogeneous Static Timing Analysis with Advanced Delay Calculator. DATE 2024: 1-6 - [c93]Qingrong 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:
A FeFET-based Time-Domain Associative Memory for Multi-bit Similarity Computation. DATE 2024: 1-6 - [c92]Mengnan Jiang, Jingcun Wang, Amro Eldebiky, Xunzhao Yin, Cheng Zhuo, Ing-Chao Lin, Grace Li Zhang:
Class-Aware Pruning for Efficient Neural Networks. DATE 2024: 1-6 - [c91]Ruidi Qiu, Amro Eldebiky, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann, Bing Li:
OplixNet: Towards Area-Efficient Optical Split-Complex Networks with Real-to-Complex Data Assignment and Knowledge Distillation. DATE 2024: 1-6 - [c90]Weiyi Wang, Lang Feng, Zhiguo Shi, Cheng Zhuo, Jiming Chen:
Hardware-Assisted Control-Flow Integrity Enhancement for IoT Devices. DATE 2024: 1-6 - [c89]Chenyi Wen, Haonan Du, Zhengrui Chen, Li Zhang, Qi Sun, Cheng Zhuo:
PACE: A Piece-Wise Approximate and Configurable Floating - Point Divider for Energy - Efficient Computing. DATE 2024: 1-6 - [c88]Zhicheng Xu, Che-Kai Liu, Chao Li, Ruibin Mao, Jianyi Yang, Thomas Kämpfe, Mohsen Imani, Can Li, Cheng Zhuo, Xunzhao Yin:
FeReX: A Reconfigurable Design of Multi-Bit Ferroelectric Compute-in-Memory for Nearest Neighbor Search. DATE 2024: 1-6 - [c87]Haotian Xu, Jianyi Yang, Cheng Zhuo, Thomas Kämpfe, Kai Ni, Xunzhao Yin:
Reconfigurable Frequency Multipliers Based on Complementary Ferroelectric Transistors. DATE 2024: 1-6 - [c86]Yifei Zhou, Xuchu Huang, Jianyi Yang, Kai Ni, Hussam Amrouch, Cheng Zhuo, Xunzhao Yin:
Low Power and Temperature- Resilient Compute-In-Memory Based on Subthreshold-FeFET. DATE 2024: 1-6 - [c85]Xianting Lu, Yunong Wang, Yu Fu, Qi Sun, Xuhua Ma, Xudong Zheng, Cheng Zhuo:
MISP: A Multimodal-based Intelligent Server Failure Prediction Model for Cloud Computing Systems. KDD 2024: 5509-5520 - [c84]Yangfan Jiang, Jianfei Song, Xunzhao Yin, Xiao Dong, Songyu Sun, Yibo Lin, Zhou Jin, Xiaoyu Yang, Cheng Zhuo:
A Parallel Simulation Framework Incorporating Machine Learning-Based Hotspot Detection for Accelerated Power Grid Analysis. MLCAD 2024: 9:1-9:7 - [c83]Kangwei Xu, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann, Bing Li:
Automated C/C++ Program Repair for High-Level Synthesis via Large Language Models. MLCAD 2024: 15:1-15:9 - [c82]Bohao Li, Shizhang Wang, Tinghuan Chen, Qi Sun, Cheng Zhuo:
Efficient Subgraph Matching Framework for Fast Subcircuit Identification. MLCAD 2024: 20:1-20:7 - [c81]Xudong Lu, Yuqi Jiang, Haiwen Hong, Qi Sun, Cheng Zhuo:
DCAFuse: Dual-Branch Diffusion-CNN Complementary Feature Aggregation Network for Multi-Modality Image Fusion. ACM Multimedia 2024: 1524-1533 - [i38]Zhicheng Xu, Che-Kai Liu, Chao Li, Ruibin Mao, Jianyi Yang, Thomas Kämpfe, Mohsen Imani, Can Li, Cheng Zhuo, Xunzhao Yin:
FeReX: A Reconfigurable Design of Multi-bit Ferroelectric Compute-in-Memory for Nearest Neighbor Search. CoRR abs/2401.05708 (2024) - [i37]Chuangtao Chen, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann, Bing Li:
LiveMind: Low-latency Large Language Models with Simultaneous Inference. CoRR abs/2406.14319 (2024) - [i36]Amro Eldebiky, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ing-Chao Lin, Ulf Schlichtmann, Bing Li:
BasisN: Reprogramming-Free RRAM-Based In-Memory-Computing by Basis Combination for Deep Neural Networks. CoRR abs/2407.03738 (2024) - [i35]Kangwei Xu, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann, Bing Li:
Automated C/C++ Program Repair for High-Level Synthesis via Large Language Models. CoRR abs/2407.03889 (2024) - [i34]Yuqi Jiang, Xudong Lu, Qian Jin, Qi Sun, Hanming Wu, Cheng Zhuo:
FabGPT: An Efficient Large Multimodal Model for Complex Wafer Defect Knowledge Queries. CoRR abs/2407.10810 (2024) - [i33]Wenhao Sun, Bing Li, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann:
Classification-Based Automatic HDL Code Generation Using LLMs. CoRR abs/2407.18326 (2024) - [i32]Yu Qian, Kai Ni, Thomas Kämpfe, Cheng Zhuo, Xunzhao Yin:
C-Nash: A Novel Ferroelectric Computing-in-Memory Architecture for Solving Mixed Strategy Nash Equilibrium. CoRR abs/2408.04169 (2024) - [i31]Xunzhao Yin, Hamza Errahmouni Barkam, Franz Müller, Yu Jiang, Mohsen Imani, Sukhrob Abdulazhanov, Alptekin Vardar, Nellie Laleni, Zijian Zhao, Jiahui Duan, Zhiguo Shi, Siddharth Joshi, Michael T. Niemier, Xiaobo Sharon Hu, Cheng Zhuo, Thomas Kämpfe, Kai Ni:
A Remedy to Compute-in-Memory with Dynamic Random Access Memory: 1FeFET-1C Technology for Neuro-Symbolic AI. CoRR abs/2410.15296 (2024) - 2023
- [j54]Xunzhao Yin, Franz Müller, Qingrong Huang, Chao Li, Mohsen Imani, Zeyu Yang, Jiahao Cai, Maximilian Lederer, Ricardo Olivo, Nellie Laleni, Shan Deng, Zijian Zhao, Zhiguo Shi, Yiyu Shi, Cheng Zhuo, Thomas Kämpfe, Kai Ni:
An Ultracompact Single-Ferroelectric Field-Effect Transistor Binary and Multibit Associative Search Engine. Adv. Intell. Syst. 5(7) (2023) - [j53]Xinghua Yang, Zheyu Liu, Kechao Tang, Xunzhao Yin, Cheng Zhuo, Qi Wei, Fei Qiao:
Breaking the energy-efficiency barriers for smart sensing applications with "Sensing with Computing" architectures. Sci. China Inf. Sci. 66(10) (2023) - [j52]Jiahui Yu, Tianyu Ma, Yu Fu, Hang Chen, Maode Lai, Cheng Zhuo, Yingke Xu:
Local-to-global spatial learning for whole-slide image representation and classification. Comput. Medical Imaging Graph. 107: 102230 (2023) - [j51]Cheng Zhuo, Di Gao, Yuan Cao, Tianhao Shen, Li Zhang, Jinfang Zhou, Xunzhao Yin:
A DVFS Design and Simulation Framework Using Machine Learning Models. IEEE Des. Test 40(1): 52-61 (2023) - [j50]Yu Fu, Yanyan Huang, Zhe Zhang, Shunjie Dong, Le Xue, Meng Niu, Yunxin Li, Zhiguo Shi, Yalin Wang, Hong Zhang, Mei Tian, Cheng Zhuo:
OTFPF: Optimal transport based feature pyramid fusion network for brain age estimation. Inf. Fusion 100: 101931 (2023) - [j49]Li Zhang, Qishen Lv, Di Gao, Xian Zhou, Wenchao Meng, Qinmin Yang, Cheng Zhuo:
A fine-grained mixed precision DNN accelerator using a two-stage big-little core RISC-V MCU. Integr. 88: 241-248 (2023) - [j48]Ying Wu, Chenyi Wen, Xunzhao Yin, Cheng Zhuo:
LMM: A Fixed-Point Linear Mapping Based Approximate Multiplier for IoT. J. Comput. Sci. Technol. 38(2): 298-308 (2023) - [j47]Yu Fu, Shunjie Dong, Meng Niu, Le Xue, Hanning Guo, Yanyan Huang, Yuanfan Xu, Tianbai Yu, Kuangyu Shi, Qianqian Yang, Yiyu Shi, Hong Zhang, Mei Tian, Cheng Zhuo:
AIGAN: Attention-encoding Integrated Generative Adversarial Network for the reconstruction of low-dose CT and low-dose PET images. Medical Image Anal. 86: 102787 (2023) - [j46]Mingyue Zhang, Junlong Zhou, Peijin Cong, Gongxuan Zhang, Cheng Zhuo, Shiyan Hu:
LIAS: A Lightweight Incentive Authentication Scheme for Forensic Services in IoV. IEEE Trans Autom. Sci. Eng. 20(2): 805-820 (2023) - [j45]Xunzhao Yin, Yu Qian, Mohsen Imani, Kai Ni, Chao Li, Grace Li Zhang, Bing Li, Ulf Schlichtmann, Cheng Zhuo:
Ferroelectric Ternary Content Addressable Memories for Energy-Efficient Associative Search. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(4): 1099-1112 (2023) - [j44]Cheng Zhuo, Zeyu Yang, Kai Ni, Mohsen Imani, Yuxuan Luo, Shaodi Wang, Deming Zhang, Xunzhao Yin:
Design of Ultracompact Content Addressable Memory Exploiting 1T-1MTJ Cell. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(5): 1450-1462 (2023) - [j43]Cheng Zhuo, Songyu Sun:
A Fast Method to Estimate Through-Bump Current for Power Delivery Verification. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(5): 1643-1647 (2023) - [j42]Junlong Zhou, Yufan Shen, Liying Li, Cheng Zhuo, Mingsong Chen:
Swarm Intelligence-Based Task Scheduling for Enhancing Security for IoT Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(6): 1756-1769 (2023) - [j41]Di Gao, Zeyu Yang, Qingrong Huang, Grace Li Zhang, Xunzhao Yin, Bing Li, Ulf Schlichtmann, Cheng Zhuo:
BRoCoM: A Bayesian Framework for Robust Computing on Memristor Crossbar. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(7): 2136-2148 (2023) - [j40]Qingrong Huang, Zeyu Yang, Kai Ni, Mohsen Imani, Cheng Zhuo, Xunzhao Yin:
FeFET-Based In-Memory Hyperdimensional Encoding Design. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(11): 3829-3839 (2023) - [j39]Shunjie Dong, Zixuan Pan, Yu Fu, Dongwei Xu, Kuangyu Shi, Qianqian Yang, Yiyu Shi, Cheng Zhuo:
Partial Unbalanced Feature Transport for Cross-Modality Cardiac Image Segmentation. IEEE Trans. Medical Imaging 42(6): 1758-1773 (2023) - [j38]Lang Feng, Wenjian Liu, Chuliang Guo, Ke Tang, Cheng Zhuo, Zhongfeng Wang:
GANDSE: Generative Adversarial Network-based Design Space Exploration for Neural Network Accelerator Design. ACM Trans. Design Autom. Electr. Syst. 28(3): 35:1-35:20 (2023) - [j37]Xiao Dong, Yufei Chen, Jun Chen, Yucheng Wang, Ji Li, Tianming Ni, Zhiguo Shi, Xunzhao Yin, Cheng Zhuo:
Worst-case Power Integrity Prediction Using Convolutional Neural Network. ACM Trans. Design Autom. Electr. Syst. 28(4): 54:1-54:19 (2023) - [j36]Jinyu Zhan, Yongjia Yang, Wei Jiang, Ke Jiang, Zhiguo Shi, Cheng Zhuo:
Fast Multi-Lane Detection Based on CNN Differentiation for ADAS/AD. IEEE Trans. Veh. Technol. 72(12): 15290-15300 (2023) - [c80]Chenyi Wen, Ying Wu, Xunzhao Yin, Cheng Zhuo:
Approximate Floating-Point FFT Design with Wide Precision-Range and High Energy Efficiency. ASP-DAC 2023: 134-139 - [c79]Wenhao Sun, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Huaxi Gu, Bing Li, Ulf Schlichtmann:
SteppingNet: A Stepping Neural Network with Incremental Accuracy Enhancement. DATE 2023: 1-6 - [c78]Yanyan Huang, Yong Wang, Kun Shi, Chaojie Gu, Yu Fu, Cheng Zhuo, Zhiguo Shi:
HDNet: Hierarchical Dynamic Network for Gait Recognition using Millimeter-wave radar. ICASSP 2023: 1-5 - [c77]Yufei Chen, Xiao Dong, Wei-Kai Shih, Cheng Zhuo:
Invited Paper: Unleashing the Potential of Machine Learning: Harnessing the Dynamics of Supply Noise for Timing Sign-Off. ICCAD 2023: 1-6 - [c76]Chuliang Guo, Binglei Lou, Xueyuan Liu, David Boland, Philip H. W. Leong, Cheng Zhuo:
BOOST: Block Minifloat-Based On-Device CNN Training Accelerator with Transfer Learning. ICCAD 2023: 1-9 - [c75]Shengxi Shou, Che-Kai Liu, Sanggeon Yun, Zishen Wan, Kai Ni, Mohsen Imani, X. Sharon Hu, Jianyi Yang, Cheng Zhuo, Xunzhao Yin:
SEE-MCAM: Scalable Multi-Bit FeFET Content Addressable Memories for Energy Efficient Associative Search. ICCAD 2023: 1-9 - [c74]Yu Fu, Yanyan Huang, Shunjie Dong, Yalin Wang, Tianbai Yu, Meng Niu, Cheng Zhuo:
SFCNEXT: A Simple Fully Convolutional Network for Effective Brain Age Estimation with Small Sample Size. ISBI 2023: 1-5 - [i30]Ying Wu, Chuangtao Chen, Weihua Xiao, Xuan Wang, Chenyi Wen, Jie Han, Xunzhao Yin, Weikang Qian, Cheng Zhuo:
A Survey on Approximate Multiplier Designs for Energy Efficiency: From Algorithms to Circuits. CoRR abs/2301.12181 (2023) - [i29]Yu Fu, Yanyan Huang, Shunjie Dong, Yalin Wang, Tianbai Yu, Meng Niu, Cheng Zhuo:
SFCNeXt: a simple fully convolutional network for effective brain age estimation with small sample size. CoRR abs/2305.18771 (2023) - [i28]Chuangtao Chen, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann, Bing Li:
Expressivity Enhancement with Efficient Quadratic Neurons for Convolutional Neural Networks. CoRR abs/2306.07294 (2023) - [i27]Xunzhao Yin, Yu Qian, Alptekin Vardar, Marcel Gunther, Franz Müller, Nellie Laleni, Zijian Zhao, Zhouhang Jiang, Zhiguo Shi, Yiyu Shi, Xiao Gong, Cheng Zhuo, Thomas Kämpfe, Kai Ni:
A Ferroelectric Compute-in-Memory Annealer for Combinatorial Optimization Problems. CoRR abs/2309.13853 (2023) - [i26]Shengxi Shou, Che-Kai Liu, Sanggeon Yun, Zishen Wan, Kai Ni, Mohsen Imani, X. Sharon Hu, Jianyi Yang, Cheng Zhuo, Xunzhao Yin:
SEE-MCAM: Scalable Multi-bit FeFET Content Addressable Memories for Energy Efficient Associative Search. CoRR abs/2310.04940 (2023) - [i25]Ruidi Qiu, Amro Eldebiky, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann, Bing Li:
OplixNet: Towards Area-Efficient Optical Split-Complex Networks with Real-to-Complex Data Assignment and Knowledge Distillation. CoRR abs/2312.01403 (2023) - [i24]Mengnan Jiang, Jingcun Wang, Amro Eldebiky, Xunzhao Yin, Cheng Zhuo, Ing-Chao Lin, Grace Li Zhang:
Class-Aware Pruning for Efficient Neural Networks. CoRR abs/2312.05875 (2023) - [i23]Yifei Zhou, Xuchu Huang, Jianyi Yang, Kai Ni, Hussam Amrouch, Cheng Zhuo, Xunzhao Yin:
Low Power and Temperature-Resilient Compute-In-Memory Based on Subthreshold-FeFET. CoRR abs/2312.17442 (2023) - [i22]Haotian Xu, Jianyi Yang, Cheng Zhuo, Thomas Kämpfe, Kai Ni, Xunzhao Yin:
Reconfigurable Frequency Multipliers Based on Complementary Ferroelectric Transistors. CoRR abs/2312.17444 (2023) - 2022
- [j35]Qingrong Huang, Dayane Reis, Chao Li, Di Gao, Michael T. Niemier, Xiaobo Sharon Hu, Mohsen Imani, Xunzhao Yin, Cheng Zhuo:
Computing-In-Memory Using Ferroelectrics: From Single- to Multi-Input Logic. IEEE Des. Test 39(2): 56-64 (2022) - [j34]Yufei Chen, Tingtao Li, Qinming Zhang, Wei Mao, Nan Guan, Mei Tian, Hao Yu, Cheng Zhuo:
ANT-UNet: Accurate and Noise-Tolerant Segmentation for Pathology Image Processing. ACM J. Emerg. Technol. Comput. Syst. 18(2): 27:1-27:17 (2022) - [j33]Shunjie Dong, Zixuan Pan, Yu Fu, Qianqian Yang, Yuanxue Gao, Tianbai Yu, Yiyu Shi, Cheng Zhuo:
DeU-Net 2.0: Enhanced deformable U-Net for 3D cardiac cine MRI segmentation. Medical Image Anal. 78: 102389 (2022) - [j32]Chuangtao Chen, Weikang Qian, Mohsen Imani, Xunzhao Yin, Cheng Zhuo:
PAM: A Piecewise-Linearly-Approximated Floating-Point Multiplier With Unbiasedness and Configurability. IEEE Trans. Computers 71(10): 2473-2486 (2022) - [j31]Jinyu Zhan, Ruoxu Sun, Wei Jiang, Yucheng Jiang, Xunzhao Yin, Cheng Zhuo:
Improving Fault Tolerance for Reliable DNN Using Boundary-Aware Activation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(10): 3414-3425 (2022) - [j30]Qi Xu, Hao Geng, Song Chen, Bo Yuan, Cheng Zhuo, Yi Kang, Xiaoqing Wen:
GoodFloorplan: Graph Convolutional Network and Reinforcement Learning-Based Floorplanning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(10): 3492-3502 (2022) - [j29]Grace Li Zhang, Bing Li, Xing Huang, Xunzhao Yin, Cheng Zhuo, Masanori Hashimoto, Ulf Schlichtmann:
VirtualSync+: Timing Optimization With Virtual Synchronization. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(12): 5526-5540 (2022) - [j28]Han Xu, Ningchao Lin, Li Luo, Qi Wei, Runsheng Wang, Cheng Zhuo, Xunzhao Yin, Fei Qiao, Huazhong Yang:
Senputing: An Ultra-Low-Power Always-On Vision Perception Chip Featuring the Deep Fusion of Sensing and Computing. IEEE Trans. Circuits Syst. I Regul. Pap. 69(1): 232-243 (2022) - [j27]Chenyi Wen, Xiao Dong, Baixin Chen, Umamaheswara Rao Tida, Yiyu Shi, Cheng Zhuo:
Magnetic Core TSV-Inductor Design and Optimization for On-chip DC-DC Converter. ACM Trans. Design Autom. Electr. Syst. 27(5): 52:1-52:23 (2022) - [c73]Xuezhong Lin, Jingyu Pan, Jinming Xu, Yiran Chen, Cheng Zhuo:
Lithography Hotspot Detection via Heterogeneous Federated Learning with Local Adaptation. ASP-DAC 2022: 166-171 - [c72]Yufei Chen, Haojie Pei, Xiao Dong, Zhou Jin, Cheng Zhuo:
Application of Deep Learning in Back-End Simulation: Challenges and Opportunities. ASP-DAC 2022: 641-646 - [c71]Jiahao Cai, Mohsen Imani, Kai Ni, Grace Li Zhang, Bing Li, Ulf Schlichtmann, Cheng Zhuo, Xunzhao Yin:
Energy efficient data search design and optimization based on a compact ferroelectric FET content addressable memory. DAC 2022: 751-756 - [c70]Fangxin Liu, Wenbo Zhao, Yongbiao Chen, Zongwu Wang, Zhezhi He, Rui Yang, Qidong Tang, Tao Yang, Cheng Zhuo, Li Jiang:
PIM-DH: ReRAM-based processing-in-memory architecture for deep hashing acceleration. DAC 2022: 1087-1092 - [c69]Xiao Dong, Yufei Chen, Xunzhao Yin, Cheng Zhuo:
Worst-case dynamic power distribution network noise prediction using convolutional neural network. DAC 2022: 1225-1230 - [c68]Weihua Xiao, Cheng Zhuo, Weikang Qian:
OPACT: Optimization of Approximate Compressor Tree for Approximate Multiplier. DATE 2022: 178-183 - [c67]Che-Kai Liu, Haobang Chen, Mohsen Imani, Kai Ni, Arman Kazemi, Ann Franchesca Laguna, Michael T. Niemier, Xiaobo Sharon Hu, Liang Zhao, Cheng Zhuo, Xunzhao Yin:
COSIME: FeFET Based Associative Memory for In-Memory Cosine Similarity Search. ICCAD 2022: 137:1-137:9 - [c66]Yu Fu, Shunjie Dong, Yi Liao, Le Xue, Yuanfan Xu, Feng Li, Qianqian Yang, Tianbai Yu, Mei Tian, Cheng Zhuo:
A Resource-Efficient Deep Learning Framework for Low-Dose Brain Pet Image Reconstruction and Analysis. ISBI 2022: 1-5 - [c65]Yu Fu, Yanyan Huang, Meng Niu, Le Xue, Shunjie Dong, Shunlin Guo, Junqiang Lei, Cheng Zhuo:
Active Index: An Integrated Index to Reveal Disrupted Brain Network Organizations of Major Depressive Disorder Patients. ISBI 2022: 1-5 - [c64]Wenwen Ye, Grace Li Zhang, Bing Li, Ulf Schlichtmann, Cheng Zhuo, Xunzhao Yin:
Aging Aware Retraining for Memristor-based Neuromorphic Computing. ISCAS 2022: 3294-3298 - [c63]Qing Lu, Xiaowei Xu, Shunjie Dong, Cong Hao, Lei Yang, Cheng Zhuo, Yiyu Shi:
RT-DNAS: Real-Time Constrained Differentiable Neural Architecture Search for 3D Cardiac Cine MRI Segmentation. MICCAI (5) 2022: 602-612 - [p2]Ying Wu, Chuangtao Chen, Chenyi Wen, Weikang Qian, Xunzhao Yin, Cheng Zhuo:
Approximate Multiplier Design for Energy Efficiency: From Circuit to Algorithm. Approximate Computing 2022: 51-76 - [p1]Zhiyuan Xiang, Niyiqiu Liu, Yue Yao, Fan Yang, Cheng Zhuo, Weikang Qian:
Approximate Logic Synthesis for FPGA by Decomposition. Approximate Computing 2022: 149-174 - [i21]Yu Fu, Shunjie Dong, Yi Liao, Le Xue, Yuanfan Xu, Feng Li, Qianqian Yang, Tianbai Yu, Mei Tian, Cheng Zhuo:
A resource-efficient deep learning framework for low-dose brain PET image reconstruction and analysis. CoRR abs/2202.06548 (2022) - [i20]Grace Li Zhang, Bing Li, Xing Huang, Xunzhao Yin, Cheng Zhuo, Masanori Hashimoto, Ulf Schlichtmann:
VirtualSync+: Timing Optimization with Virtual Synchronization. CoRR abs/2203.05516 (2022) - [i19]Xunzhao Yin, Franz Müller, Qingrong Huang, Chao Li, Mohsen Imani, Zeyu Yang, Jiahao Cai, Maximilian Lederer, Ricardo Olivo, Nellie Laleni, Shan Deng, Zijian Zhao, Cheng Zhuo, Thomas Kämpfe, Kai Ni:
An Ultra-Compact Single FeFET Binary and Multi-Bit Associative Search Engine. CoRR abs/2203.07948 (2022) - [i18]Xiao Dong, Yufei Chen, Xunzhao Yin, Cheng Zhuo:
Worst-Case Dynamic Power Distribution Network Noise Prediction Using Convolutional Neural Network. CoRR abs/2204.13109 (2022) - [i17]