Sheng Ma

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 72

Top Venues

NPC

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Comput. Methods Programs Biomed.

IEICE Electron. Express

Publications

Wenjia Wu, Jiale Yuan, Sheng Ma, Ming Yang
AP-assisted adaptive video streaming in wireless networks with high-density clients. Comput. Commun. 219 (2024)
Chongshan Liang, Yi Dai, Jun Xia, Jinbo Xu, Jintao Peng, Weixia Xu, Ming Xie, Jie Liu, Zhiquan Lai, Sheng Ma, Qi Zhu
The Self-adaptive and Topology-aware MPI_Bcast leveraging Collective offload on Tianhe Express Interconnect. IPDPS (2024)
Siqing Fu, Tiejun Li, Chunyuan Zhang, Sheng Ma, Jianmin Zhang, Lizhou Wu
Spin-NeuroMem: A Low-Power Neuromorphic Associative Memory Design Based on Spintronic Devices. CoRR (2024)
Ling Yang, Zhong Zheng, Libo Huang, Run Yan, Sheng Ma, Yongwen Wang, Weixia Xu
Cost-Effective Value Predictor for ILP processors through Design Space Exploration. ACM Great Lakes Symposium on VLSI (2024)
Yunping Zhao, Sheng Ma, Hengzhu Liu, Libo Huang
EPHA: An Energy-efficient Parallel Hybrid Architecture for ANNs and SNNs. ACM Trans. Design Autom. Electr. Syst. 29 (3) (2024)
Yunping Zhao, Sheng Ma, Hengzhu Liu, Libo Huang, Yi Dai
SAC: An Ultra-Efficient Spin-based Architecture for Compressed DNNs. ACM Trans. Archit. Code Optim. 21 (1) (2024)
Rui Xu, Sheng Ma, Yang Guo, Dongsheng Li
A Survey of Design and Optimization for Systolic Array-based DNN Accelerators. ACM Comput. Surv. 56 (1) (2024)
Bo Wang, Sheng Ma, Shengbai Luo, Lizhou Wu, Jianmin Zhang, Chunyuan Zhang, Tiejun Li
SparGD: A Sparse GEMM Accelerator with Dynamic Dataflow. ACM Trans. Design Autom. Electr. Syst. 29 (2) (2024)
Siqing Fu, Tiejun Li, Chunyuan Zhang, Hanqing Li, Sheng Ma, Jianmin Zhang, Ruiyi Zhang, Lizhou Wu
RHS-TRNG: A Resilient High-Speed True Random Number Generator Based on STT-MTJ Device. CoRR (2023)
Yi Yang, Tiejun Li, Yi Dai, Bo Wang, Sheng Ma, Yanqiang Sun
Absorb: Deadlock Resolution for 2.5D Modular Chiplet Based Systems. ICA3PP (1) (2023)
Xiang Hou, Yuan Yuan, Sheng Ma, Rui Xu, Bo Wang, Tiejun Li, Wei Jiang, Lizhou Wu, Jianmin Zhang
Optimizing the Parallelism of Communication and Computation in Distributed Training Platform. ICA3PP (1) (2023)
Xiao Yi, Bo Wang, Shengbai Luo, Tiejun Li, Lizhou Wu, Jianmin Zhang, Kenli Li, Sheng Ma
A Hybrid Kernel Pruning Approach for Efficient and Accurate CNNs. ICA3PP (7) (2023)
Siqing Fu, Tiejun Li, Chunyuan Zhang, Hanqing Li, Sheng Ma, Jianmin Zhang, Ruiyi Zhang, Lizhou Wu
RHS-TRNG: A Resilient High-Speed True Random Number Generator Based on STT-MTJ Device. IEEE Trans. Very Large Scale Integr. Syst. 31 (10) (2023)
Rui Xu, Sheng Ma, Yaohua Wang, Yang Guo, Dongsheng Li, Yuran Qiao
Heterogeneous Systolic Array Architecture for Compact CNNs Hardware Accelerators. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
Ye Huang, Yetong Tan, Xiangdong Tian, Jian Wang, Guangyu Zhu, Rongtian Wang, Zhipeng Xue, Sheng Ma, Yuanyi Hu, Tiansong Ding
Three-dimensional surgical planning and clinical evaluation of the efficacy of distal tibial tuberosity high tibial osteotomy in obese patients with varus knee osteoarthritis. Comput. Methods Programs Biomed. 213 (2022)
Xiaomin Li, Yetong Tan, Xiangdong Tian, Jian Wang, Zhipeng Xue, Sheng Ma, Yuanyi Hu, Tiansong Ding, Jiajia Wang, Ze Zhao
Medial compartment cartilage repair and lower extremity biomechanical changes after single-plane high tibial osteotomy of distal tibial tuberosity. Comput. Methods Programs Biomed. 221 (2022)
Yi Dai, Kai Lu, Sheng Ma, Junsheng Chang
Full-credit Flow Control: A Novel Technique to Implement Deadlock-free Adaptive Routing. DATE (2022)
Bo Wang, Sheng Ma, Yuan Yuan, Yi Dai, Wei Jiang, Xiang Hou, Xiao Yi, Rui Xu
SparG: A Sparse GEMM Accelerator for Deep Learning Applications. ICA3PP (2022)
Bo Wang, Sheng Ma, Zhong Liu, Libo Huang, Yuan Yuan, Yi Dai
SADD: A Novel Systolic Array Accelerator with Dynamic Dataflow for Sparse GEMM in Deep Learning. NPC (2022)
Zhong Liu, Xin Xiao, Chen Li, Sheng Ma, Rangyu Deng
Optimizing convolutional neural networks on multi-core vector accelerator. Parallel Comput. 112 (2022)
Bo Wang, Sheng Ma, Guoyi Zhu, Xiao Yi, Rui Xu
A novel systolic array processor with dynamic dataflows. Integr. 85 (2022)
Gan Tong, Run Yan, Ling Yang, Mengqiao Lan, Jing Zhang, Yuanhu Cheng, Wentao Ma, Yashuai Lü, Sheng Ma, Libo Huang
Optimizing Winograd Convolution on GPUs via Partial Kernel Fusion. NPC (2022)
Ling Yang, Libo Huang, Run Yan, Nong Xiao, Sheng Ma, Li Shen, Weixia Xu
Stride Equality Prediction for Value Speculation. IEEE Comput. Archit. Lett. 21 (2) (2022)
Hongli Zhong, Zhong Liu, Sheng Liu, Sheng Ma, Chen Li
Adaptive Low-Cost Loop Expansion for Modulo Scheduling. NPC (2022)
Yuanhu Cheng, Libo Huang, Yi-Jun Cui, Sheng Ma, Yongwen Wang, Bingcai Sui
RV16: An Ultra-Low-Cost Embedded RISC-V Processor Core. J. Comput. Sci. Technol. 37 (6) (2022)
Wei Jiang, Bo Wang, Sheng Ma, Xiang Hou, Libo Huang, Yi Dai, Jianbin Fang
PipeFB: An Optimized Pipeline Parallelism Scheme to Reduce the Peak Memory Usage. ICA3PP (2022)
Rui Xu, Sheng Ma, Yaohua Wang, Xinhai Chen, Yang Guo
Configurable Multi-directional Systolic Array Architecture for Convolutional Neural Networks. ACM Trans. Archit. Code Optim. 18 (4) (2021)
Wei Jiang, Rui Xu, Sheng Ma, Qiong Wang, Xiang Hou, Hongyi Lu
A Memory Saving Mechanism Based on Data Transferring for Pipeline Parallelism. ISPA/BDCloud/SocialCom/SustainCom (2021)
Rui Xu, Sheng Ma, Yaohua Wang, Yang Guo
HeSA: Heterogeneous Systolic Array Architecture for Compact CNNs Hardware Accelerators. DATE (2021)
Xiang Hou, Rui Xu, Sheng Ma, Qiong Wang, Wei Jiang, Hongyi Lu
Co-designing the Topology/Algorithm to Accelerate Distributed Training. ISPA/BDCloud/SocialCom/SustainCom (2021)
Siqing Fu, Tiejun Li, Jianmin Zhang, Sheng Ma, Sheng Liu
MiniMCTAD: Minimalist Monte Carlo Transport Architecture Design. ISPA/BDCloud/SocialCom/SustainCom (2021)
Xiangdong Tian, Jian Wang, Dongfeng Du, Shuwen Li, Changxiao Han, Guangyu Zhu, Yetong Tan, Sheng Ma, Handong Chen, Ming Lei
Medical imaging and diagnosis of subpatellar vertebrae based on improved Laplacian image enhancement algorithm. Comput. Methods Programs Biomed. 187 (2020)
Rui Xu, Sheng Ma, Yaohua Wang, Yang Guo
CMSA: Configurable Multi-directional Systolic Array for Convolutional Neural Networks. ICCD (2020)
Xiangdong Tian, Changxiao Han, Jian Wang, Yetong Tan, Guangyu Zhu, Ming Lei, Sheng Ma, Yuanyi Hu, Shuwen Li, Handong Chen, Ye Huang
Distal tibial tuberosity high tibial osteotomy using an image enhancement technique for orthopedic scans in the treatment of medial compartment knee osteoarthritis. Comput. Methods Programs Biomed. 191 (2020)
Chen Li, Andrew Zigerelli, Jun Yang, Youtao Zhang, Sheng Ma, Yang Guo
A Dynamic and Proactive GPU Preemption Mechanism Using Checkpointing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (1) (2020)
Zhong Liu, Sheng Ma, Cheng Li, Haiyan Chen
Accelerating Large-Scale Deep Convolutional Neural Networks on Multi-core Vector Accelerators. NPC (2020)
Kang Jin, Dezun Dong, Cunlu Li, Libo Huang, Sheng Ma, Binzhang Fu
DancerFly: An Order-Aware Network-on-Chip Router On-the-Fly Mitigating Multi-path Packet Reordering. Int. J. Parallel Program. 48 (4) (2020)
Xia Zhao, Sheng Ma, Zhiying Wang, Natalie D. Enright Jerger, Lieven Eeckhout
CD-Xbar: A Converge-Diverge Crossbar Network for High-Performance GPUs. IEEE Trans. Computers 68 (9) (2019)
Sheng Ma, Libo Huang, Yuanwu Lei, Yang Guo, Zhiying Wang
An Efficient Direct Memory Access (DMA) Controller for Scientific Computing Accelerators. ISCAS (2019)
Peng Wang, Sobhan Niknam, Sheng Ma, Zhiying Wang, Todor P. Stefanov
EVC-Based Power Gating Approach to Achieve Low-Power and High Performance NoC. DSD (2019)
Peng Wang, Sobhan Niknam, Sheng Ma, Zhiying Wang, Todor P. Stefanov
Surf-Bless: A Confined-interference Routing for Energy-Efficient Communication in NoCs. DAC (2019)
Libo Huang, Ya-Shuai Lü, Sheng Ma, Nong Xiao, Zhiying Wang
SIMD stealing: Architectural support for efficient data parallel execution on multicores. Microprocess. Microsystems 65 (2019)
Sheng Ma, Yuanwu Lei, Libo Huang, Zhiying Wang
MT-DMA: A DMA Controller Supporting Efficient Matrix Transposition for Digital Signal Processing. IEEE Access 7 (2019)
Zhong Liu, Xi Tian, Sheng Ma
The Implementation and Optimization of Parallel Linpack on Multi-Core Vector Accelerator. HPCC/SmartCity/DSS (2019)
Sheng Ma, Yang Guo, Shenggang Chen, Libo Huang, Zhiying Wang
Improving the DRAM Access Efficiency for Matrix Multiplication on Multicore Accelerators. DATE (2019)
Sheng Ma, Zhong Liu, Shenggang Chen, Libo Huang, Yang Guo, Zhiying Wang, Meidi Zhang
Coordinated DMA: Improving the DRAM Access Efficiency for Matrix Multiplication. IEEE Trans. Parallel Distributed Syst. 30 (10) (2019)
Peng Wang, Sobhan Niknam, Sheng Ma, Zhiying Wang, Todor P. Stefanov
A Dynamic Bypass Approach to Realize Power Efficient Network-on-Chip. HPCC/SmartCity/DSS (2019)
Chen Li, Jun Yang, Yifan Sun, Lingling Jin, Lingjie Xu, Zheng Cao, Pengfei Fan, David R. Kaeli, Sheng Ma, Yang Guo
Priority-Based PCIe Scheduling for Multi-Tenant Multi-GPU Systems. IEEE Comput. Archit. Lett. 18 (2) (2019)
Rui Xu, Sheng Ma, Wenwu Li, Yang Guo
Accelerating CNNs Using Optimized Scheduling Strategy. ICA3PP (3) (2018)
Qi Yu, Libo Huang, Hui Guo, Cheng Qian, Sheng Ma, Zhiying Wang
Improving Branch Prediction Accuracy on Multi-Core Architectures for Big Data. ISPA/IUCC/BDCloud/SocialCom/SustainCom (2018)
Rui Xu, Sheng Ma, Yang Guo
Performance Analysis of Different Convolution Algorithms in GPU Environment. NAS (2018)
Qi Dai, Chaohui Bao, Yabing Hai Hai, Sheng Ma, Tao Zhou, Cong Wang, Yunfei Wang, Wenwen Huo, Xiaoqing Liu, Yuhua Yao, Zhenyu Xuan, Min Chen, Michael Q. Zhang
MTGIpick allows robust identification of genomic islands from a single genome. Briefings Bioinform. 19 (3) (2018)
Sheng Ma, Hongyi Lu, Libo Huang, Li Shen, Yang Guo, Zhiying Wang, Wenliang Xue
Adaptive VC Partitioning for NoCs in GPGPUs. ISCAS (2018)
Wenjie Liu, Sheng Ma, Libo Huang, Zhiying Wang
The Design of NoC-Side Memory Access Scheduling for Energy-Efficient GPGPUs. Int. J. Parallel Program. 46 (4) (2018)
Hui Guo, Libo Huang, Ya-Shuai Lü, Sheng Ma, Zhiying Wang
DyCache: Dynamic Multi-Grain Cache Management for Irregular Memory Accesses on GPU. IEEE Access 6 (2018)
Hui Guo, Libo Huang, Ya-Shuai Lü, Jianqiao Ma, Cheng Qian, Sheng Ma, Zhiying Wang
Accelerating BFS via Data Structure-Aware Prefetching on GPU. IEEE Access 6 (2018)
Ximing He, Sheng Ma, Wenjie Liu, Sijiang Fan, Libo Huang, Zhiying Wang, Zhanyong Zhou
VISU: A Simple and Efficient Cache Coherence Protocol Based on Self-updating. ICA3PP (4) (2018)
Tan Zhang, Chaobing Zhou, Libo Huang, Nong Xiao, Sheng Ma
Improving Branch Prediction for Thread Migration on Multi-core Architectures. NPC (2017)
Lu Wang, Sheng Ma, Chen Li, Wei Chen, Zhiying Wang
A high performance reliable NoC router. Integr. 58 (2017)
Zui Tao, Yan Wang, Sheng Ma, Tingting Lv, Xiang Zhou
A Phytoplankton Class-Specific Marine Primary Productivity Model Using MODIS Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (12) (2017)
Xia Zhao, Sheng Ma, Yuxi Liu, Lieven Eeckhout, Zhiying Wang
A low-cost conflict-free NoC for GPGPUs. DAC (2016)
Lu Wang, Sheng Ma, Zhiying Wang
A high performance reliable NoC router. ASP-DAC (2016)
Zui Tao, Tingting Lv, Xiang Zhou, Sheng Ma, Xiangbing Kong
Monitoring of sinking flux of ocean particulate organic carbon using remote sensing methods. IGARSS (2016)
Xia Zhao, Sheng Ma, Chen Li, Lieven Eeckhout, Zhiying Wang
A heterogeneous low-cost and low-latency Ring-Chain network for GPGPUs. ICCD (2016)
Lu Wang, Sheng Ma, Zhiying Wang
A runtime fault-tolerant routing algorithm based on region flooding in NoCs. Microprocess. Microsystems 45 (2016)
Chen Li, Sheng Ma, Lu Wang, Zicong Wang, Xia Zhao, Yang Guo
DLL: A dynamic latency-aware load-balancing strategy in 2.5D NoC architecture. ICCD (2016)
Chen Li, Zicong Wang, Lu Wang, Sheng Ma, Yang Guo
Overcoming and Analyzing the Bottleneck of Interposer Network in 2.5D NoC Architecture. ACA (2016)
Chao Yang, Haiyan Chen, Sheng Liu, Sheng Ma
A New Memory Address Transformation for Continuous-Flow FFT Processors with SIMD Extension. NCCET (2015)
Sheng Ma, Zhiying Wang, Zonglin Liu, Natalie D. Enright Jerger
Leaving One Slot Empty: Flit Bubble Flow Control for Torus Cache-Coherent NoCs. IEEE Trans. Computers 64 (3) (2015)
Yingni Shi, Xuan Zhou, Xiaofeng Yang, Lijian Shi, Sheng Ma
Merging Satellite Ocean Color Data With Bayesian Maximum Entropy Method. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (7) (2015)
Peng Wang, Sheng Ma, Hongyi Lu, Zhiying Wang, Chen Li
Adaptive remaining hop count flow control: Consider the interaction between packets. ASP-DAC (2015)
Chen Li, Sheng Ma, Shenggang Chen, Yang Guo, Peng Wang
Express Ring: a multi-layer and non-blocking NoC architecture. IEICE Electron. Express 12 (3) (2015)
Sheng Ma, Zui Tao, Xiaofeng Yang, Yang Yu, Xuan Zhou, Wentao Ma, Ziwei Li
Estimation of Marine Primary Productivity From Satellite-Derived Phytoplankton Absorption Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (7) (2014)
Wentao Ma, Xiaofeng Yang, Guihong Liu, Sheng Ma, Yang Yu, Ziwei Li, Yuguang Liu
An Improved Model for L-Band Brightness Temperature Estimation Over Foam-Covered Seas Under Low and Moderate Winds. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (9) (2014)
Peng Wang, Sheng Ma, Hongyi Lu, Zhiying Wang
A comprehensive comparison between virtual cut-through and wormhole routers for cache coherent Network on-Chips. IEICE Electron. Express 11 (14) (2014)
Sheng Ma, Zui Tao, Xiaofeng Yang, Yang Yu, Xuan Zhou, Ziwei Li
Bathymetry Retrieval From Hyperspectral Remote Sensing Data in Optical-Shallow Water. IEEE Trans. Geosci. Remote. Sens. 52 (2) (2014)
Yongqing Wang, Liquan Xiao, Sheng Ma, Zhengbin Pang, Kefei Wang
Selective Extension of Routing Algorithms Based on Turn Model. PDP (2014)
Sheng Ma, Natalie D. Enright Jerger, Zhiying Wang, Ming-che Lai, Libo Huang
Holistic Routing Algorithm Design to Support Workload Consolidation in NoCs. IEEE Trans. Computers 63 (3) (2014)
Zonglin Liu, Sheng Ma, Yang Guo
An efficient floating-point multiplier for digital signal processors. IEICE Electron. Express 11 (6) (2014)
Yuanwu Lei, Lei Guo, Yong Dou, Sheng Ma, Jinbo Xu
FPGA Implementation of a Special-Purpose VLIW Structure for Double-Precision Elementary Function. ACM Trans. Reconfigurable Technol. Syst. 7 (2) (2014)
Sheng Ma, Zhiying Wang, Natalie D. Enright Jerger, Li Shen, Nong Xiao
Novel Flow Control for Fully Adaptive Routing in Cache-Coherent NoCs. IEEE Trans. Parallel Distributed Syst. 25 (9) (2014)
Sheng Ma, Natalie D. Enright Jerger, Zhiying Wang
Whole packet forwarding: Efficient design of fully adaptive routing algorithms for networks-on-chip. HPCA (2012)
Sheng Ma, Natalie D. Enright Jerger, Zhiying Wang
Supporting efficient collective communication in NoCs. HPCA (2012)
Libo Huang, Sheng Ma, Li Shen, Zhiying Wang, Nong Xiao
Low-Cost Binary128 Floating-Point FMA Unit Design with SIMD Support. IEEE Trans. Computers 61 (5) (2012)
Ming-che Lai, Lei Gao, Sheng Ma, Nong Xiao, Zhiying Wang
A practical low-latency router architecture with wing channel for on-chip network. Microprocess. Microsystems 35 (2) (2011)
Sheng Ma, Natalie D. Enright Jerger, Zhiying Wang
DBAR: an efficient routing algorithm to support multiple concurrent applications in networks-on-chip. ISCA (2011)
Sheng Ma
Some Remarks on Convergence in Credibility Measure and Convergence in Credibility Distribution of Fuzzy Variable. IPTC (2011)
Libo Huang, Li Shen, Zhiying Wang, Wei Shi, Nong Xiao, Sheng Ma
SIF: Overcoming the limitations of SIMD devices via implicit permutation. HPCA (2010)
Tao Li, Mitsunori Ogihara, Sheng Ma
On combining multiple clusterings: an overview and a new perspective. Appl. Intell. 33 (2) (2010)
Tao Li, Wei Peng, Charles Perng, Sheng Ma, Haixun Wang
An Integrated Data-Driven Framework for Computing System Management. IEEE Trans. Syst. Man Cybern. Part A 40 (1) (2010)
Sheng Ma, Libo Huang, Zhiying Wang, Kui Dai
Implementation of OpenVG Path and Paint Algorithms on Synchronous Data Triggered Architecture with Optimization. NAS (2009)
Hui Xiong, Wenjun Zhou, Mark Brodie, Sheng Ma
Top-k Correlation Computation. INFORMS J. Comput. 20 (4) (2008)
Tao Li, Chang-Shing Perng, Sheng Ma
Guest editorial: special issue on temporal data mining: theory, algorithms and applications. Data Min. Knowl. Discov. 16 (1) (2008)
Qin Jiang, Sheng Ma
Periodic and Subharmonic Solutions for a Class of Local Nonquadratic Second-Order Hamiltonian Systems. CSSE (2) (2008)
Carlotta Domeniconi, Dimitrios Gunopulos, Sheng Ma, Bojun Yan, Muna Al-Razgan, Dimitris Papadopoulos
Locally adaptive metrics for clustering high dimensional data. Data Min. Knowl. Discov. 14 (1) (2007)
Fei Wang, Sheng Ma, Liuzhong Yang, Tao Li
Recommendation on Item Graphs. ICDM (2006)
Hui Xiong, Mark Brodie, Sheng Ma
TOP-COP: Mining TOP-K Strongly Correlated Pairs in Large Databases. ICDM (2006)
Chang-Shing Perng, Haixun Wang, Sheng Ma
Fast Relevance Discovery in Time Series. ICDM (2006)
Wei Peng, Tao Li, Sheng Ma
Mining logs files for data-driven system management. SIGKDD Explor. 7 (1) (2005)
Tao Li, Feng Liang, Sheng Ma, Wei Peng
An integrated framework on mining logs files for computing system management. KDD (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sheng Ma