Wenyu Sun

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 53

Top Topics

Design Methodology

Unconstrained Optimization

Top Venues

IEEE J. Solid State Circuits

Publications

Xiaoyu Feng, Wenyu Sun, Xinyuan Lin, Shupei Fan, Huazhong Yang, Yongpan Liu
A 28nm 1.2GHz 5.27TOPS/W Scalable Vision/Point Cloud Deep Fusion Processor with CAM-based Universal Mapping Unit for BEVFusion Applications. CICC (2024)
Shengzhe Yan, Jinshan Yue, Chaojie He, Zi Wang, Zhaori Cong, Yifan He, Mufeng Zhou, Wenyu Sun, Xueqing Li, Chunmeng Dou, Feng Zhang, Huazhong Yang, Yongpan Liu, Ming Liu
A 28-nm Floating-Point Computing-in-Memory Processor Using Intensive-CIM Sparse-Digital Architecture. IEEE J. Solid State Circuits 59 (8) (2024)
Hyuna Kwon, Tim Hsu, Wenyu Sun, Wonseok Jeong, Fikret Aydin, James Chapman, Xiao Chen, Matthew R. Carbone, Deyu Lu, Fei Zhou, Tuan Anh Pham
Spectroscopy-Guided Discovery of Three-Dimensional Structures of Disordered Materials with Diffusion Models. CoRR (2023)
Xiaoyu Feng, Chen Tang, Zongkai Zhang, Wenyu Sun, Yongpan Liu
Semantic Guided Fine-Grained Point Cloud Quantization Framework for 3D Object Detection. ASP-DAC (2023)
Yixiong Yang, Ruoyang Liu, Chenhan Wei, Wenxun Wang, Wenyu Sun, Jinshan Yue, Huazhong Yang, Yongpan Liu
Dynamic-Precision Training Processor with Online Dynamic Execution and Multi- Level-Aligned Block-FP Processing. CICC (2023)
Yuan Zhang, Jian Cao, Ling Zhang, Jue Chen, Wenyu Sun, Yuan Wang
Razor SNN: Efficient Spiking Neural Network with Temporal Embeddings. CoRR (2023)
Xiaoyu Feng, Wenyu Sun, Shupei Fan, Chen Tang, Yixiong Yang, Jinshan Yue, Qingmin Liao, Huazhong Yang, Yongpan Liu
A Demonstration Platform for Large-Scaled Point Cloud Network Based on 28nm 2D/3D Unified Sparse Convolution Accelerator. AICAS (2023)
Yifan He, Jinshan Yue, Xiaoyu Feng, Yuxuan Huang, Hongyang Jia, Jingyu Wang, Lu Zhang, Wenyu Sun, Huazhong Yang, Yongpan Liu
An RRAM-Based Digital Computing-in-Memory Macro With Dynamic Voltage Sense Amplifier and Sparse-Aware Approximate Adder Tree. IEEE Trans. Circuits Syst. II Express Briefs 70 (2) (2023)
Wenyu Sun, Xiaoyu Feng, Chen Tang, Shupei Fan, Yixiong Yang, Jinshan Yue, Huazhong Yang, Yongpan Liu
A 28nm 2D/3D Unified Sparse Convolution Accelerator with Block-Wise Neighbor Searcher for Large-Scaled Voxel-Based Point Cloud Network. ISSCC (2023)
Chunhui Song, Chengzhi Yao, Qinghong Liu, Wenyu Sun, Hui Zhang
Measurement Method of Physical Parameters of Two-Phase Flow Based on Dual-Frequency Demodulation. Sensors 23 (23) (2023)
Peng Jiang, Wenyu Sun, Wei Li, Hongyu Wang, Cong Liu
Extreme-Low-Speed Heavy Load Bearing Fault Diagnosis by Using Improved RepVGG and Acoustic Emission Signals. Sensors 23 (7) (2023)
Jinshan Yue, Mingtao Zhan, Zi Wang, Yifan He, Yaolei Li, Songming Yu, Wenyu Sun, Lu Jie, Chunmeng Dou, Xueqing Li, Nan Sun, Huazhong Yang, Ming Liu, Yongpan Liu
A 5.6-89.9TOPS/W Heterogeneous Computing-in-Memory SoC with High-Utilization Producer-Consumer Architecture and High-Frequency Read-Free CIM Macro. VLSI Technology and Circuits (2023)
Qiaosong Qi, Aixi Zhang, Yue Liao, Wenyu Sun, Yongliang Wang, Xiaobo Li, Si Liu
Simultaneously Training and Compressing Vision-and-Language Pre-Training Model. IEEE Trans. Multim. 25 (2023)
Wenxun Wang, Shuchang Zhou, Wenyu Sun, Peiqin Sun, Yongpan Liu
SOLE: Hardware-Software Co-design of Softmax and LayerNorm for Efficient Transformer Inference. ICCAD (2023)
Songming Yu, Yifan He, Hongyang Jia, Wenyu Sun, Mufeng Zhou, Luchang Lei, Wentao Zhao, Guofu Ma, Huazhong Yang, Yongpan Liu
A Heterogeneous Microprocessor Based on All-Digital Compute-in-Memory for End-to-End AIoT Inference. IEEE Trans. Circuits Syst. II Express Briefs 70 (8) (2023)
Jinshan Yue, Chaojie He, Zi Wang, Zhaori Cong, Yifan He, Mufeng Zhou, Wenyu Sun, Xueqing Li, Chunmeng Dou, Feng Zhang, Huazhong Yang, Yongpan Liu, Ming Liu
A 28nm 16.9-300TOPS/W Computing-in-Memory Processor Supporting Floating-Point NN Inference/Training with Intensive-CIM Sparse-Digital Architecture. ISSCC (2023)
Yuxuan Huang, Yifan He, Jinshan Yue, Wenyu Sun, Huazhong Yang, Yongpan Liu
Sparsity-Aware Non-Volatile Computing-In-Memory Macro with Analog Switch Array and Low-Resolution Current-Mode ADC. ASP-DAC (2022)
Yifan He, Yuxuan Huang, Jinshan Yue, Wenyu Sun, Lu Zhang, Yongpan Liu
C-RRAM: A Fully Input Parallel Charge-Domain RRAM-based Computing-in-Memory Design with High Tolerance for RRAM Variations. ISCAS (2022)
Fangxun Shu, Biaolong Chen, Yue Liao, Shuwen Xiao, Wenyu Sun, Xiaobo Li, Yousong Zhu, Jinqiao Wang, Si Liu
Masked Contrastive Pre-Training for Efficient Video-Text Retrieval. CoRR (2022)
Yixiong Yang, Yongpan Liu, Zhe Yuan, Wenyu Sun, Ruoyang Liu, Jingyu Wang, Jinshan Yue, Xiaoyu Feng, Zhuqing Yuan, Xueqing Li, Huazhong Yang
A 65-nm Energy-Efficient Interframe Data Reuse Neural Network Accelerator for Video Applications. IEEE J. Solid State Circuits 57 (8) (2022)
Chen Tang, Wenyu Sun, Wenxun Wang, Yongpan Liu
Dynamic CNN Accelerator Supporting Efficient Filter Generator with Kernel Enhancement and Online Channel Pruning. ASP-DAC (2022)
Jinshan Yue, Yongpan Liu, Zhe Yuan, Xiaoyu Feng, Yifan He, Wenyu Sun, Zhixiao Zhang, Xin Si, Ruhui Liu, Zi Wang, Meng-Fan Chang, Chunmeng Dou, Xueqing Li, Ming Liu, Huazhong Yang
STICKER-IM: A 65 nm Computing-in-Memory NN Processor Using Block-Wise Sparsity Optimization and Inter/Intra-Macro Data Reuse. IEEE J. Solid State Circuits 57 (8) (2022)
Chen Tang, Wenyu Sun, Wenxun Wang, Zhuqing Yuan, Yongpan Liu
Efficient Neural Networks with Spatial Wise Sparsity Using Unified Importance Map. ISCAS (2022)
Yixiong Yang, Ruoyang Liu, Wenyu Sun, Jinshan Yue, Huazhong Yang, Yongpan Liu
Toward Low-Bit Neural Network Training Accelerator by Dynamic Group Accumulation. ASP-DAC (2022)
Wenyu Sun, Jian Cao, Pengtao Xu, Xiangcheng Liu, Yuan Zhang, Yuan Wang
An Once-for-All Budgeted Pruning Framework for ConvNets Considering Input Resolution. CVPR Workshops (2022)
Xiangcheng Liu, Jian Cao, Hongyi Yao, Wenyu Sun, Yuan Zhang
AdaPruner: Adaptive Channel Pruning and Effective Weights Inheritance. CoRR (2021)
Jinshan Yue, Yongpan Liu, Ruoyang Liu, Wenyu Sun, Zhe Yuan, Yung-Ning Tu, Yi-Ju Chen, Ao Ren, Yanzhi Wang, Meng-Fan Chang, Xueqing Li, Huazhong Yang
STICKER-T: An Energy-Efficient Neural Network Processor Using Block-Circulant Algorithm and Unified Frequency-Domain Acceleration. IEEE J. Solid State Circuits 56 (6) (2021)
Chaoming Fang, Habib Derbyshire, Wenyu Sun, Jinshan Yue, Haobing Shi, Yongpan Liu
A Sort-Less FPGA-Based Non-Maximum Suppression Accelerator using Multi-Thread Computing and Binary Max Engine for Object Detection. A-SSCC (2021)
Wenyu Sun, Jiyang Xie, Jiayan Qiu, Zhanyu Ma
Part Uncertainty Estimation Convolutional Neural Network For Person Re-Identification. ICIP (2021)
Jinshan Yue, Wenyu Sun, Huazhong Yang, Yongpan Liu
Challenges and Opportunities of Energy-Efficient CIM SoC Design for Edge AI Devices. ISOCC (2021)
Pengtao Xu, Jian Cao, Fanhua Shang, Wenyu Sun, Pu Li
Layer Pruning via Fusible Residual Convolutional Block for Deep Neural Networks. CoRR (2020)
Wenyu Sun, Chen Tang, Zhuqing Yuan, Zhe Yuan, Huazhong Yang, Yongpan Liu
A 112-765 GOPS/W FPGA-based CNN Accelerator using Importance Map Guided Adaptive Activation Sparsification for Pix2pix Applications. A-SSCC (2020)
Yuxuan Huang, Jian Zhao, Wenyu Sun, Huazhong Yang, Yongpan Liu
Investigation and Modeling of Multi-Node Body Channel Wireless Power Transfer. Sensors 20 (1) (2020)
Wenyu Sun, Jian Cao, Pengtao Xu, Xiangcheng Liu, Pu Li
An Once-for-All Budgeted Pruning Framework for ConvNets Considering Input Resolution. CoRR (2020)
Wenyu Sun, Chen Tang, Weigui Li, Zhuqing Yuan, Huazhong Yang, Yongpan Liu
High-Quality Single-Model Deep Video Compression with Frame-Conv3D and Multi-frame Differential Modulation. ECCV (30) (2020)
Chen Tang, Wenyu Sun, Zhuqing Yuan, Guijin Wang, Yongpan Liu
Adaptive Structured Sparse Network for Efficient CNNs with Feature Regularization. CoRR (2020)
Min Xi, Wenyu Sun, Yannan Chen, Hailin Sun
A derivative-free algorithm for spherically constrained optimization. J. Glob. Optim. 76 (4) (2020)
Kai Zhang, Shuhang Gu, Radu Timofte, Zheng Hui, Xiumei Wang, Xinbo Gao, Dongliang Xiong, Shuai Liu, Ruipeng Gang, Nan Nan, Chenghua Li, Xueyi Zou, Ning Kang, Zhan Wang, Hang Xu, Chaofeng Wang, Zheng Li, Linlin Wang, Jun Shi, Wenyu Sun, Zhiqiang Lang, Jiangtao Nie, Wei Wei, Lei Zhang, Yazhe Niu, Peijin Zhuo, Xiangzhen Kong, Long Sun, Wenhao Wang
AIM 2019 Challenge on Constrained Super-Resolution: Methods and Results. CoRR (2019)
Jinshan Yue, Yongpan Liu, Fang Su, Shuangchen Li, Zhe Yuan, Zhibo Wang, Wenyu Sun, Xueqing Li, Huazhong Yang
AERIS: area/energy-efficient 1T2R ReRAM based processing-in-memory neural network system-on-a-chip. ASP-DAC (2019)
Jian Zhao, Jingna Mao, Wenyu Sun, Yuxuan Huang, Yixiong Yang, Huazhong Yang, Yongpan Liu
A 4-Mbps 41-pJ/bit On-off Keying Transceiver for Body-channel Communication with Enhanced Auto Loss Compensation Technique. A-SSCC (2019)
Qinghang Zhao, Wenyu Sun, Jiaqing Zhao, Jian Zhao, Hailong Yao, Tsung-Yi Ho, Xiaojun Guo, Huazhong Yang, Yongpan Liu
Design Methodology for TFT-Based Pseudo-CMOS Logic Array With Multilayer Interconnection Architecture and Optimization Algorithms. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38 (11) (2019)
Yannan Chen, Wenyu Sun, Min Xi, Jinyun Yuan
A seminorm regularized alternating least squares algorithm for canonical tensor decomposition. J. Comput. Appl. Math. 347 (2019)
Jinshan Yue, Ruoyang Liu, Wenyu Sun, Zhe Yuan, Zhibo Wang, Yung-Ning Tu, Yi-Ju Chen, Ao Ren, Yanzhi Wang, Meng-Fan Chang, Xueqing Li, Huazhong Yang, Yongpan Liu
and 6T HBST-TRAM-Based 2D Data-Reuse Architecture. ISSCC (2019)
Wenyu Sun, Jian Zhao, Yuxuan Huang, Yinan Sun, Huazhong Yang, Yongpan Liu
Dynamic Channel Modeling and OFDM System Analysis for Capacitive Coupling Body Channel Communication. IEEE Trans. Biomed. Circuits Syst. 13 (4) (2019)
Kai Zhang, Nan Nan, Chenghua Li, Xueyi Zou, Ning Kang, Zhan Wang, Hang Xu, Chaofeng Wang, Zheng Li, Linlin Wang, Jun Shi, Shuhang Gu, Wenyu Sun, Zhiqiang Lang, Jiangtao Nie, Wei Wei, Lei Zhang, Yazhe Niu, Peijin Zhuo, Xiangzhen Kong, Long Sun, Wenhao Wang, Radu Timofte, Zheng Hui, Xiumei Wang, Xinbo Gao, Dongliang Xiong, Shuai Liu, Ruipeng Gang
AIM 2019 Challenge on Constrained Super-Resolution: Methods and Results. ICCV Workshops (2019)
Shuhang Gu, Hanwen Liu, Dan Zhu, Tangxin Xie, Xin Yang, Chen Zhu, Jia Yu, Wenyu Sun, Xin Tao, Zijun Deng, Liying Lu, Martin Danelljan, Wenbo Li, Taian Guo, Xiaoyong Shen, Xuemiao Xu, Yu-Wing Tai, Jiaya Jia, Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Radu Timofte, Jiayi Ma, Zhi-Song Liu, Li-Wen Wang, Chu-Tak Li, Wan-Chi Siu, Yui-Lam Chan, Ruofan Zhou, Majed El Helou, Kuldeep Purohit, Praveen Kandula, Muhammad Haris, Maitreya Suin, A. N. Rajagopalan, Kazutoshi Akita, Greg Shakhnarovich, Norimichi Ukita, Pablo Navarrete Michelini, Wenbin Chen
AIM 2019 Challenge on Image Extreme Super-Resolution: Methods and Results. ICCV Workshops (2019)
Jian Zhao, Wenyu Sun, Jingna Mao, Yuxuan Huang, Bo Zhao, Yongpan Liu, Huazhong Yang
An Auto Loss Co Jian Zhaompensation System for Capacitive-Coupled Body Channel Communication. IEEE Trans. Biomed. Circuits Syst. 13 (4) (2019)
Yi Xu, Liqun Qi, Wenyu Sun
On semi-definiteness and minimal H-eigenvalue of a symmetric space tensor using nonnegative polynomial optimization techniques. Signal Process. Image Commun. 73 (2019)
Yuxuan Huang, Jian Zhao, Wenyu Sun, Jingna Mao, Huazhong Yang, Yongpan Liu
An Investigation on Inter-degeneration Effect in Body Channel Based Multi-node Wireless Power Transfer. BioCAS (2018)
Wenyu Sun, Yuxuan Huang, Qinghang Zhao, Fei Qiao, Tsung-Yi Ho, Xiaojun Guo, Huazhong Yang, Yongpan Liu
Mechanical strain and temperature aware design methodology for thin-film transistor based pseudo-CMOS logic array. ASP-DAC (2018)
Wenyu Sun, Qinghang Zhao, Fei Qiao, Yongpan Liu, Huazhong Yang, Xiaojun Guo, Lei Zhou, Lei Wang
An 8b 0.8kS/s configurable VCO-based ADC using oxide TFTs with Inkjet printing interconnection. ISCAS (2017)
Qinghang Zhao, Yongpan Liu, Wenyu Sun, Jiaqing Zhao, Hailong Yao, Xiaojun Guo, Huazhong Yang
Design Methodology for Thin-Film Transistor Based Pseudo-CMOS Logic Array with Multi-Layer Interconnect Architecture. DAC (2017)
Zewei Li, Yongpan Liu, Daming Zhang, Chun Jason Xue, Zhangyuan Wang, Xin Shi, Wenyu Sun, Jiwu Shu, Huazhong Yang
HW/SW co-design of nonvolatile IO system in energy harvesting sensor nodes for optimal data acquisition. DAC (2016)
Yannan Chen, Wenyu Sun
A dwindling filter line search method for unconstrained optimization. Math. Comput. 84 (291) (2015)
Liumei Wang, Wenyu Sun, Raimundo J. B. de Sampaio, Jin Yun Yuan
A Barzilai and Borwein scaling conjugate gradient method for unconstrained optimization problems. Appl. Math. Comput. 262 (2015)
Zhongyi Liu, Zhihui Wei, Wenyu Sun
An iteratively approximated gradient projection algorithm for sparse signal reconstruction. Appl. Math. Comput. 228 (2014)
Dan Xue, Wenyu Sun, Liqun Qi
An alternating structured trust region algorithm for separable optimization problems with nonconvex constraints. Comput. Optim. Appl. 57 (2) (2014)
Lijuan Zhao, Wenyu Sun
A Conic Affine Scaling Dogleg Method for nonlinear Optimization with Bound Constraints. Asia Pac. J. Oper. Res. 30 (3) (2013)
Hongjin He, Deren Han, Wenyu Sun, Yannan Chen
A hybrid splitting method for variational inequality problems with separable structure. Optim. Methods Softw. 28 (4) (2013)
Yannan Chen, Yuhong Dai, Deren Han, Wenyu Sun
Positive Semidefinite Generalized Diffusion Tensor Imaging via Quadratic Semidefinite Programming. SIAM J. Imaging Sci. 6 (3) (2013)
Zhongyi Liu, Yue Chen, Wenyu Sun, Zhihui Wei
A Predictor-corrector algorithm with multiple corrections for convex quadratic programming. Comput. Optim. Appl. 52 (2) (2012)
Zhongyi Liu, Wenyu Sun
A full-NT-step infeasible interior-point algorithm for SDP based on kernel functions. Appl. Math. Comput. 217 (10) (2011)
Yi Xu, Wenyu Sun, Liqun Qi
A feasible direction method for the semidefinite program with box constraints. Appl. Math. Lett. 24 (11) (2011)
Wenyu Sun, Chengjin Li, Raimundo J. B. de Sampaio
On duality theory for non-convex semidefinite programming. Ann. Oper. Res. 186 (1) (2011)
Yan Zhang, Wenyu Sun, Liqun Qi
A Nonmonotone Filter Barzilai-Borwein Method for Optimization. Asia Pac. J. Oper. Res. 27 (1) (2010)
Xue Han, Wenyu Sun, Chuangyin Dang
Nonmonotone second-order Wolfe's line search method for unconstrained optimization problems. Comput. Math. Appl. 60 (9) (2010)
Qunyan Zhou, Wenyu Sun, Liqun Qi
A nonmonotone globalization algorithm with preconditioned gradient path for unconstrained optimization. Appl. Math. Comput. 217 (8) (2010)
Zhenghao Yang, Wenyu Sun, Liqun Qi
Global convergence of a filter-trust-region algorithm for solving nonsmooth equations. Int. J. Comput. Math. 87 (4) (2010)
Jingya Chang, Wenyu Sun, Yannan Chen
A modified Newton's method for best rank-one approximation to tensors. Appl. Math. Comput. 216 (6) (2010)
Chengjin Li, Wenyu Sun, Raimundo J. B. de Sampaio
An equivalency condition of nonsingularity in nonlinear semidefinite programming. J. Syst. Sci. Complex. 23 (4) (2010)
Raimundo J. B. de Sampaio, Wenyu Sun, Jin Yun Yuan
Preconditioning approaches related to canonical correlation by use of cyclic form. Int. J. Syst. Sci. 40 (10) (2009)
Xihong Yan, Deren Han, Wenyu Sun
A modified projection method with a new direction for solving variational inequalities. Appl. Math. Comput. 211 (1) (2009)
Jun Chen, Wenyu Sun, Raimundo J. B. de Sampaio
Numerical research on the sensitivity of nonmonotone trust region algorithms to their parameters. Comput. Math. Appl. 56 (11) (2008)
Wenyu Sun, Liusheng Hou, Chuangyin Dang
A modified trust region method with Beale's PCG technique for optimization. Comput. Optim. Appl. 40 (1) (2008)
Liusheng Hou, Wenyu Sun
On the global convergence of a nonmonotone proximal bundle method for convex nonsmooth minimization. Optim. Methods Softw. 23 (2) (2008)
Xihong Yan, Deren Han, Wenyu Sun
A self-adaptive projection method with improved step-size for solving variational inequalities. Comput. Math. Appl. 55 (4) (2008)
Zhongyi Liu, Wenyu Sun
An infeasible interior-point algorithm with full-Newton step for linear optimization. Numer. Algorithms 46 (2) (2007)
Weihua Miao, Wenyu Sun, Chuangyin Dang
A practical penalty trust-region method for equality-constrained optimization problems. Appl. Math. Comput. 174 (1) (2006)
Jinhua Fu, Wenyu Sun
Nonmonotone adaptive trust-region method for unconstrained optimization problems. Appl. Math. Comput. 163 (1) (2005)
Qiaoming Han, Wenyu Sun, Jiye Han, Raimundo J. B. de Sampaio
An adaptive conic trust-region method for unconstrained optimization. Optim. Methods Softw. 20 (6) (2005)
Wenyu Sun
Nonmonotone trust region method for solving optimization problems. Appl. Math. Comput. 156 (1) (2004)
Wenyu Sun, Yimin Wei
Triple reverse-order law for weighted generalized inverses. Appl. Math. Comput. 125 (2-3) (2002)
Wenyu Sun, Ya-Xiang Yuan
A Conic Trust-Region Method for Nonlinearly Constrained Optimization. Ann. Oper. Res. 103 (1-4) (2001)
Wenyu Sun, Raimundo J. B. de Sampaio, Jin Yun Yuan
Quasi-Newton trust region algorithm for non-smooth least squares problems. Appl. Math. Comput. 105 (2-3) (1999)
Wenyu Sun, Yiming Wei
Inverse Order Rule for Weighted Generalized Inverse. SIAM J. Matrix Anal. Appl. 19 (3) (1998)
Wenyu Sun
constrained optimization. Appl. Math. Comput. 92 (1) (1998)
David J. Evans, Wenyu Sun, Raimundo J. B. de Sampaio, Jin Yun Yuan
The restricted generalized inverses corresponding to constrained quadratic system. Int. J. Comput. Math. 62 (3-4) (1996)