Wavelet Models for Video Time-Series. - Sheng Ma; Chuanyi Ji (NIPS, 1997)

An Efficient EM-based Training Algorithm for Feedforward Neural Networks. - Sheng Ma; Chuanyi Ji; James Farmer (Neural Networks, 1997)

Combinations of weak classifiers. - Chuanyi Ji; Sheng Ma (IEEE Trans. Neural Networks, 1997)

Modeling Video Traffic in the Wavelet Domain. - Sheng Ma; Chuanyi Ji (INFOCOM, 1998)

Modeling video traffic using wavelets. - Sheng Ma; Chuanyi Ji (IEEE Commun. Lett., 1998)

Fast training of recurrent networks based on the EM algorithm. - Sheng Ma; Chuanyi Ji (IEEE Trans. Neural Networks, 1998)

A unified approach on fast training of feedforward and recurrent networks using EM algorithm. - Sheng Ma; Chuanyi Ji (IEEE Trans. Signal Process., 1998)

EventBrowser: A Flexible Tool for Scalable Analysis of Event Data. - Sheng Ma; Joseph L. Hellerstein (DSOM, 1999)

Approximation Capability of Independent Wavelet Models to Heterogeneous Network Traffic. - Chuanyi Ji; Sheng Ma; Xusheng Tian (INFOCOM, 1999)

Performance and efficiency: recent advances in supervised learning. - Sheng Ma; Chuanyi Ji (Proc. IEEE, 1999)

Mining Event Data for Actionable Patterns. - Joseph L. Hellerstein; Sheng Ma (Int. CMG Conference, 2000)

Scalable Visualization of Event Data. - David J. Taylor; Nagui Halim; Joseph L. Hellerstein; Sheng Ma (DSOM, 2000)

Comparison of the independent wavelet models to network traffic. - Xusheng Tian; Sheng Ma; Chuanyi Ji (GLOBECOM, 2000)

Optimizing Probe Selection for Fault Localization. - Mark Brodie; Irina Rish; Sheng Ma (DSOM, 2001)

Rule Induction of Computer Events. - Ricardo Vilalta; Sheng Ma; Joseph L. Hellerstein (DSOM, 2001)

Mining Partially Periodic Event Patterns with Unknown Periods. - Sheng Ma; Joseph L. Hellerstein (ICDE, 2001)

Mining Mutually Dependent Patterns. - Sheng Ma; Joseph L. Hellerstein (ICDM, 2001)

FARM: A Framework for Exploring Mining Spaces with Multiple Attributes. - Chang-Shing Perng; Haixun Wang; Sheng Ma; Joseph L. Hellerstein (ICDM, 2001)

Towards Discovery of Event Correlation Rules. - Luanne Burns; Joseph L. Hellerstein; Sheng Ma; Chang-Shing Perng; David A. Rabenhorst; David J. Taylor (Integrated Network Management, 2001)

Fast ordering of large categorical datasets for better visualization. - Alina Beygelzimer; Chang-Shing Perng; Sheng Ma (KDD, 2001)

Modeling heterogeneous network traffic in wavelet domain. - Sheng Ma; Chuanyi Ji (IEEE/ACM Trans. Netw., 2001)

Accuracy vs. Efficiency Trade-offs in Probabilistic Diagnosis. - Irina Rish; Mark Brodie; Sheng Ma (AAAI/IAAI, 2002)

Web Application Performance: Realistic Work Load for Stress Test. - Mark M. Maccabee; Sheng Ma (Int. CMG Conference, 2002)

Progressive and Interactive Analysis of Event Data Using Event Miner. - Sheng Ma; Joseph L. Hellerstein; Chang-Shing Perng; Genady Grabarnik (ICDM, 2002)

User-directed Exploration of Mining Space with Multiple Attributes. - Chang-Shing Perng; Haixun Wang; Sheng Ma; Joseph L. Hellerstein (ICDM, 2002)

Predicting Rare Events In Temporal Domains. - Ricardo Vilalta; Sheng Ma (ICDM, 2002)

Mining Associations by Pattern Structure in Large Relational Tables. - Haixun Wang; Chang-Shing Perng; Sheng Ma; Philip S. Yu (ICDM, 2002)

A Classification Approach for Prediction of Target Events in Temporal Sequences. - Carlotta Domeniconi; Chang-Shing Perng; Ricardo Vilalta; Sheng Ma (PKDD, 2002)

Discovering Fully Dependent Patterns. - Feng Liang; Sheng Ma; Joseph L. Hellerstein (SDM, 2002)

Intelligent probing: A cost-effective approach to fault diagnosis in computer networks. - Mark Brodie; Irina Rish; Sheng Ma (IBM Syst. J., 2002)

Discovering actionable patterns in event data. - Joseph L. Hellerstein; Sheng Ma; Chang-Shing Perng (IBM Syst. J., 2002)

Predictive algorithms in the management of computer systems. - Ricardo Vilalta; Chidanand Apté; Joseph L. Hellerstein; Sheng Ma; Sholom M. Weiss (IBM Syst. J., 2002)

Applying machine learning to automated information graphics generation. - Michelle X. Zhou; Sheng Ma; Ying Feng (IBM Syst. J., 2002)

Fast ordering of large categorical datasets for visualization. - Alina Beygelzimer; Chang-Shing Perng; Sheng Ma (Intell. Data Anal., 2002)

Mining mutually dependent patterns for system management. - Sheng Ma; Joseph L. Hellerstein (IEEE J. Sel. Areas Commun., 2002)

Discovery in multi-attribute data with user-defined constraints. - Chang-Shing Perng; Haixun Wang; Sheng Ma; Joseph L. Hellerstein (SIGKDD Explor., 2002)

Clustering gene expression data in SQL using locally adaptive metrics. - Dimitris Papadopoulos; Carlotta Domeniconi; Dimitrios Gunopulos; Sheng Ma (DMKD, 2003)

Is random model better? On its accuracy and efficiency. - Wei Fan 001; Haixun Wang; Philip S. Yu; Sheng Ma (ICDM, 2003)

Active Probing Strategies for Problem Diagnosis in Distributed Systems. - Mark Brodie; Irina Rish; Sheng Ma; Natalia Odintsova (IJCAI, 2003)

Data-driven validation, completion and construction of event relationship networks. - Chang-Shing Perng; David Thoenen; Genady Grabarnik; Sheng Ma; Joseph L. Hellerstein (KDD, 2003)

Critical event prediction for proactive management in large-scale computer clusters. - Ramendra K. Sahoo; Adam J. Oliner; Irina Rish; Manish Gupta 002; José E. Moreira; Sheng Ma; Ricardo Vilalta; Anand Sivasubramaniam (KDD, 2003)

On combining multiple clusterings. - Tao Li 001; Mitsunori Ogihara; Sheng Ma (CIKM, 2004)

Generic Adapter Logging Toolkit. - Genady Grabarnik; Abdi Salahshour; Balan Subramanian; Sheng Ma (ICAC, 2004)

Mining Temporal Patterns Without Predefined Time Windows. - Tao Li; Sheng Ma (ICDM, 2004)

Entropy-based criterion in categorical clustering. - Tao Li 001; Sheng Ma; Mitsunori Ogihara (ICML, 2004)

Real-time problem determination in distributed systems using active probing. - Irina Rish; Mark Brodie; Natalia Odintsova; Sheng Ma; Genady Grabarnik (NOMS (1), 2004)

Subspace Clustering of High Dimensional Data. - Carlotta Domeniconi; Dimitris Papadopoulos; Dimitrios Gunopulos; Sheng Ma (SDM, 2004)

IFD: Iterative Feature and Data Clustering. - Tao Li; Sheng Ma (SDM, 2004)

Document clustering via adaptive subspace iteration. - Tao Li 001; Sheng Ma; Mitsunori Ogihara (SIGIR, 2004)

Modeling Network Traffic in Wavelet Domain. - Sheng Ma; Chuanyi Ji (Comput. Sci. J. Moldova, 2004)

Wavelet Methods in Data Mining. - Tao Li 001; Sheng Ma; Mitsunori Ogihara (The Data Mining and Knowledge Discovery Handbook, 2005)

Quickly Finding Known Software Problems via Automated Symptom Matching. - Mark Brodie; Sheng Ma; Guy M. Lohman; Laurent Mignet; Natwar Modani; Mark Wilding; Jon Champlin; Peter Sohn (ICAC, 2005)

PICCIL: Interactive Learning to Support Log File Categorization. - David Loewenstern; Sheng Ma; Abdi Salahshour (ICAC, 2005)

Mining Logs Files for Computing System Management. - Wei Peng 001; Tao Li 001; Sheng Ma (ICAC, 2005)

Test-based diagnosis: tree and matrix representations. - Alina Beygelzimer; Mark Brodie; Sheng Ma; Irina Rish (Integrated Network Management, 2005)

Data-driven monitoring design of service level and resource utilization. - Chang-Shing Perng; Sheng Ma; S. Lin; David Thoenen (Integrated Network Management, 2005)

An integrated framework on mining logs files for computing system management. - Tao Li 001; Feng Liang; Sheng Ma; Wei Peng 001 (KDD, 2005)

Statictical Models for Unequally Spaced Time Series. - Alina Beygelzimer; Emre Erdogan; Sheng Ma; Irina Rish (SDM, 2005)

Automated Problem Determination using Call-Stack Matching. - Mark Brodie; Sheng Ma; Leonid Rachevsky; Jon Champlin (J. Netw. Syst. Manag., 2005)

Demand-driven frequent itemset mining using pattern structures. - Haixun Wang; Chang-Shing Perng; Sheng Ma; Philip S. Yu (Knowl. Inf. Syst., 2005)

Mining logs files for data-driven system management. - Wei Peng 001; Tao Li 001; Sheng Ma (SIGKDD Explor., 2005)

Adaptive diagnosis in distributed systems. - Irina Rish; Mark Brodie; Sheng Ma; Natalia Odintsova; Alina Beygelzimer; Genady Grabarnik; Karina Hernandez (IEEE Trans. Neural Networks, 2005)

Fast Relevance Discovery in Time Series. - Chang-Shing Perng; Haixun Wang; Sheng Ma (ICDM, 2006)

Recommendation on Item Graphs. - Fei Wang 001; Sheng Ma; Liuzhong Yang; Tao Li 001 (ICDM, 2006)

TOP-COP: Mining TOP-K Strongly Correlated Pairs in Large Databases. - Hui Xiong 001; Mark Brodie; Sheng Ma (ICDM, 2006)

Locally adaptive metrics for clustering high dimensional data. - Carlotta Domeniconi; Dimitrios Gunopulos; Sheng Ma; Bojun Yan; Muna Al-Razgan; Dimitris Papadopoulos (Data Min. Knowl. Discov., 2007)

Periodic and Subharmonic Solutions for a Class of Local Nonquadratic Second-Order Hamiltonian Systems. - Qin Jiang; Sheng Ma (CSSE (2), 2008)

Guest editorial: special issue on temporal data mining: theory, algorithms and applications. - Tao Li; Chang-Shing Perng; Sheng Ma (Data Min. Knowl. Discov., 2008)

Top-k Correlation Computation. - Hui Xiong 001; Wenjun Zhou 001; Mark Brodie; Sheng Ma (INFORMS J. Comput., 2008)

Implementation of OpenVG Path and Paint Algorithms on Synchronous Data Triggered Architecture with Optimization. - Sheng Ma; Libo Huang; Zhiying Wang 003; Kui Dai (NAS, 2009)

On Clustering Techniques. - Sheng Ma; Tao Li (Encyclopedia of Data Warehousing and Mining, 2009)

SIF: Overcoming the limitations of SIMD devices via implicit permutation. - Libo Huang; Li Shen 007; Zhiying Wang 003; Wei Shi; Nong Xiao 001; Sheng Ma (HPCA, 2010)

On combining multiple clusterings: an overview and a new perspective. - Tao Li 001; Mitsunori Ogihara; Sheng Ma (Appl. Intell., 2010)

An Integrated Data-Driven Framework for Computing System Management. - Tao Li 001; Wei Peng 001; Charles Perng; Sheng Ma; Haixun Wang (IEEE Trans. Syst. Man Cybern. Part A, 2010)

Wavelet Methods in Data Mining. - Tao Li 001; Sheng Ma; Mitsunori Ogihara (Data Mining and Knowledge Discovery Handbook, 2010)

Some Remarks on Convergence in Credibility Measure and Convergence in Credibility Distribution of Fuzzy Variable. - Sheng Ma (IPTC, 2011)

DBAR: an efficient routing algorithm to support multiple concurrent applications in networks-on-chip. - Sheng Ma; Natalie D. Enright Jerger; Zhiying Wang 003 (ISCA, 2011)

A practical low-latency router architecture with wing channel for on-chip network. - Ming-che Lai; Lei Gao; Sheng Ma; Nong Xiao 001; Zhiying Wang 003 (Microprocess. Microsystems, 2011)

Supporting efficient collective communication in NoCs. - Sheng Ma; Natalie D. Enright Jerger; Zhiying Wang 003 (HPCA, 2012)

Whole packet forwarding: Efficient design of fully adaptive routing algorithms for networks-on-chip. - Sheng Ma; Natalie D. Enright Jerger; Zhiying Wang 003 (HPCA, 2012)

Low-Cost Binary128 Floating-Point FMA Unit Design with SIMD Support. - Libo Huang; Sheng Ma; Li Shen 007; Zhiying Wang 003; Nong Xiao 001 (IEEE Trans. Computers, 2012)

Selective Extension of Routing Algorithms Based on Turn Model. - Yongqing Wang; Liquan Xiao; Sheng Ma; Zhengbin Pang; Kefei Wang (PDP, 2014)

An efficient floating-point multiplier for digital signal processors. - Zonglin Liu; Sheng Ma; Yang Guo 003 (IEICE Electron. Express, 2014)

A comprehensive comparison between virtual cut-through and wormhole routers for cache coherent Network on-Chips. - Peng Wang 036; Sheng Ma; Hongyi Lu; Zhiying Wang 003 (IEICE Electron. Express, 2014)

An Improved Model for L-Band Brightness Temperature Estimation Over Foam-Covered Seas Under Low and Moderate Winds. - Wentao Ma; Xiaofeng Yang 002; Guihong Liu; Sheng Ma; Yang Yu; Ziwei Li; Yuguang Liu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Estimation of Marine Primary Productivity From Satellite-Derived Phytoplankton Absorption Data. - Sheng Ma; Zui Tao; Xiaofeng Yang 002; Yang Yu; Xuan Zhou 004; Wentao Ma; Ziwei Li (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Holistic Routing Algorithm Design to Support Workload Consolidation in NoCs. - Sheng Ma; Natalie D. Enright Jerger; Zhiying Wang 003; Ming-che Lai; Libo Huang (IEEE Trans. Computers, 2014)

Bathymetry Retrieval From Hyperspectral Remote Sensing Data in Optical-Shallow Water. - Sheng Ma; Zui Tao; Xiaofeng Yang 002; Yang Yu; Xuan Zhou 004; Ziwei Li (IEEE Trans. Geosci. Remote. Sens., 2014)

Novel Flow Control for Fully Adaptive Routing in Cache-Coherent NoCs. - Sheng Ma; Zhiying Wang 003; Natalie D. Enright Jerger; Li Shen 007; Nong Xiao 001 (IEEE Trans. Parallel Distributed Syst., 2014)

FPGA Implementation of a Special-Purpose VLIW Structure for Double-Precision Elementary Function. - Yuanwu Lei; Lei Guo 029; Yong Dou; Sheng Ma; Jinbo Xu (ACM Trans. Reconfigurable Technol. Syst., 2014)

Adaptive remaining hop count flow control: Consider the interaction between packets. - Peng Wang 036; Sheng Ma; Hongyi Lu; Zhiying Wang 003; Chen Li 015 (ASP-DAC, 2015)

A New Memory Address Transformation for Continuous-Flow FFT Processors with SIMD Extension. - Chao Yang 018; Haiyan Chen; Sheng Liu 001; Sheng Ma (NCCET, 2015)

Express Ring: a multi-layer and non-blocking NoC architecture. - Chen Li 015; Sheng Ma; Shenggang Chen; Yang Guo 003; Peng Wang 036 (IEICE Electron. Express, 2015)

Merging Satellite Ocean Color Data With Bayesian Maximum Entropy Method. - Yingni Shi; Xuan Zhou 004; Xiaofeng Yang 002; Lijian Shi; Sheng Ma (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Leaving One Slot Empty: Flit Bubble Flow Control for Torus Cache-Coherent NoCs. - Sheng Ma; Zhiying Wang 003; Zonglin Liu; Natalie D. Enright Jerger (IEEE Trans. Computers, 2015)

Overcoming and Analyzing the Bottleneck of Interposer Network in 2.5D NoC Architecture. - Chen Li 015; Zicong Wang; Lu Wang 019; Sheng Ma; Yang Guo 003 (ACA, 2016)

A high performance reliable NoC router. - Lu Wang 019; Sheng Ma; Zhiying Wang 003 (ASP-DAC, 2016)

A low-cost conflict-free NoC for GPGPUs. - Xia Zhao 004; Sheng Ma; Yuxi Liu; Lieven Eeckhout; Zhiying Wang 003 (DAC, 2016)

DLL: A dynamic latency-aware load-balancing strategy in 2.5D NoC architecture. - Chen Li 015; Sheng Ma; Lu Wang 019; Zicong Wang; Xia Zhao 004; Yang Guo 003 (ICCD, 2016)

A heterogeneous low-cost and low-latency Ring-Chain network for GPGPUs. - Xia Zhao 004; Sheng Ma; Chen Li 015; Lieven Eeckhout; Zhiying Wang 003 (ICCD, 2016)

Monitoring of sinking flux of ocean particulate organic carbon using remote sensing methods. - Zui Tao; Tingting Lv; Xiang Zhou; Sheng Ma; Xiangbing Kong (IGARSS, 2016)

A runtime fault-tolerant routing algorithm based on region flooding in NoCs. - Lu Wang 019; Sheng Ma; Zhiying Wang 003 (Microprocess. Microsystems, 2016)

Improving Branch Prediction for Thread Migration on Multi-core Architectures. - Tan Zhang; Chaobing Zhou; Libo Huang; Nong Xiao 001; Sheng Ma (NPC, 2017)

A high performance reliable NoC router. - Lu Wang 019; Sheng Ma; Chen Li 015; Wei Chen 009; Zhiying Wang 003 (Integr., 2017)

A Phytoplankton Class-Specific Marine Primary Productivity Model Using MODIS Data. - Zui Tao; Yan Wang; Sheng Ma; Tingting Lv; Xiang Zhou (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

VISU: A Simple and Efficient Cache Coherence Protocol Based on Self-updating. - Ximing He; Sheng Ma; Wenjie Liu; Sijiang Fan; Libo Huang; Zhiying Wang 003; Zhanyong Zhou (ICA3PP (4), 2018)

Accelerating CNNs Using Optimized Scheduling Strategy. - Rui Xu; Sheng Ma; Wenwu Li; Yang Guo 003 (ICA3PP (3), 2018)

Adaptive VC Partitioning for NoCs in GPGPUs. - Sheng Ma; Hongyi Lu; Libo Huang; Li Shen 007; Yang Guo 003; Zhiying Wang 003; Wenliang Xue (ISCAS, 2018)

Improving Branch Prediction Accuracy on Multi-Core Architectures for Big Data. - Qi Yu 003; Libo Huang; Hui Guo 004; Cheng Qian 006; Sheng Ma; Zhiying Wang 003 (ISPA/IUCC/BDCloud/SocialCom/SustainCom, 2018)

Performance Analysis of Different Convolution Algorithms in GPU Environment. - Rui Xu; Sheng Ma; Yang Guo 003 (NAS, 2018)

Accelerating BFS via Data Structure-Aware Prefetching on GPU. - Hui Guo 004; Libo Huang; Ya-Shuai Lü; Jianqiao Ma; Cheng Qian 006; Sheng Ma; Zhiying Wang 003 (IEEE Access, 2018)

DyCache: Dynamic Multi-Grain Cache Management for Irregular Memory Accesses on GPU. - Hui Guo 004; Libo Huang; Ya-Shuai Lü; Sheng Ma; Zhiying Wang 003 (IEEE Access, 2018)

MTGIpick allows robust identification of genomic islands from a single genome. - 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 014; et al. (Briefings Bioinform., 2018)

The Design of NoC-Side Memory Access Scheduling for Energy-Efficient GPGPUs. - Wenjie Liu; Sheng Ma; Libo Huang; Zhiying Wang 003 (Int. J. Parallel Program., 2018)

Surf-Bless: A Confined-interference Routing for Energy-Efficient Communication in NoCs. - Peng Wang 036; Sobhan Niknam; Sheng Ma; Zhiying Wang 003; Todor P. Stefanov (DAC, 2019)

Improving the DRAM Access Efficiency for Matrix Multiplication on Multicore Accelerators. - Sheng Ma; Yang Guo 003; Shenggang Chen; Libo Huang; Zhiying Wang 003 (DATE, 2019)

EVC-Based Power Gating Approach to Achieve Low-Power and High Performance NoC. - Peng Wang 036; Sobhan Niknam; Sheng Ma; Zhiying Wang 003; Todor P. Stefanov (DSD, 2019)

The Implementation and Optimization of Parallel Linpack on Multi-Core Vector Accelerator. - Zhong Liu 003; Xi Tian; Sheng Ma (HPCC/SmartCity/DSS, 2019)

A Dynamic Bypass Approach to Realize Power Efficient Network-on-Chip. - Peng Wang 036; Sobhan Niknam; Sheng Ma; Zhiying Wang 003; Todor P. Stefanov (HPCC/SmartCity/DSS, 2019)

An Efficient Direct Memory Access (DMA) Controller for Scientific Computing Accelerators. - Sheng Ma; Libo Huang; Yuanwu Lei; Yang Guo 003; Zhiying Wang 003 (ISCAS, 2019)

MT-DMA: A DMA Controller Supporting Efficient Matrix Transposition for Digital Signal Processing. - Sheng Ma; Yuanwu Lei; Libo Huang; Zhiying Wang 003 (IEEE Access, 2019)

Priority-Based PCIe Scheduling for Multi-Tenant Multi-GPU Systems. - Chen Li 015; Jun Yang 002; Yifan Sun 002; Lingling Jin; Lingjie Xu; Zheng Cao 003; Pengfei Fan; David R. Kaeli; Sheng Ma; Yang Guo 003 (IEEE Comput. Archit. Lett., 2019)

SIMD stealing: Architectural support for efficient data parallel execution on multicores. - Libo Huang; Ya-Shuai Lü; Sheng Ma; Nong Xiao 001; Zhiying Wang 003 (Microprocess. Microsystems, 2019)

CD-Xbar: A Converge-Diverge Crossbar Network for High-Performance GPUs. - Xia Zhao 004; Sheng Ma; Zhiying Wang 003; Natalie D. Enright Jerger; Lieven Eeckhout (IEEE Trans. Computers, 2019)

Coordinated DMA: Improving the DRAM Access Efficiency for Matrix Multiplication. - Sheng Ma; Zhong Liu 003; Shenggang Chen; Libo Huang; Yang Guo 003; Zhiying Wang 003; Meidi Zhang (IEEE Trans. Parallel Distributed Syst., 2019)

CMSA: Configurable Multi-directional Systolic Array for Convolutional Neural Networks. - Rui Xu; Sheng Ma; Yaohua Wang; Yang Guo 003 (ICCD, 2020)

Accelerating Large-Scale Deep Convolutional Neural Networks on Multi-core Vector Accelerators. - Zhong Liu 003; Sheng Ma; Cheng Li; Haiyan Chen (NPC, 2020)

Distal tibial tuberosity high tibial osteotomy using an image enhancement technique for orthopedic scans in the treatment of medial compartment knee osteoarthritis. - Xiangdong Tian; Changxiao Han; Jian Wang; Yetong Tan; Guangyu Zhu; Ming Lei; Sheng Ma; Yuanyi Hu; Shuwen Li; Handong Chen; Ye Huang (Comput. Methods Programs Biomed., 2020)

Medical imaging and diagnosis of subpatellar vertebrae based on improved Laplacian image enhancement algorithm. - Xiangdong Tian; Jian Wang; Dongfeng Du; Shuwen Li; Changxiao Han; Guangyu Zhu; Yetong Tan; Sheng Ma; Handong Chen; Ming Lei (Comput. Methods Programs Biomed., 2020)

DancerFly: An Order-Aware Network-on-Chip Router On-the-Fly Mitigating Multi-path Packet Reordering. - Kang Jin; Dezun Dong; Cunlu Li; Libo Huang; Sheng Ma; Binzhang Fu (Int. J. Parallel Program., 2020)

A Dynamic and Proactive GPU Preemption Mechanism Using Checkpointing. - Chen Li 015; Andrew Zigerelli; Jun Yang 002; Youtao Zhang; Sheng Ma; Yang Guo 003 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

HeSA: Heterogeneous Systolic Array Architecture for Compact CNNs Hardware Accelerators. - Rui Xu; Sheng Ma; Yaohua Wang; Yang Guo 003 (DATE, 2021)

MiniMCTAD: Minimalist Monte Carlo Transport Architecture Design. - Siqing Fu; Tiejun Li; Jianmin Zhang; Sheng Ma; Sheng Liu (ISPA/BDCloud/SocialCom/SustainCom, 2021)

Co-designing the Topology/Algorithm to Accelerate Distributed Training. - Xiang Hou; Rui Xu; Sheng Ma; Qiong Wang; Wei Jiang; Hongyi Lu (ISPA/BDCloud/SocialCom/SustainCom, 2021)

A Memory Saving Mechanism Based on Data Transferring for Pipeline Parallelism. - Wei Jiang; Rui Xu; Sheng Ma; Qiong Wang; Xiang Hou; Hongyi Lu (ISPA/BDCloud/SocialCom/SustainCom, 2021)

Configurable Multi-directional Systolic Array Architecture for Convolutional Neural Networks. - Rui Xu; Sheng Ma; Yaohua Wang; Xinhai Chen; Yang Guo 003 (ACM Trans. Archit. Code Optim., 2021)

Full-credit Flow Control: A Novel Technique to Implement Deadlock-free Adaptive Routing. - Yi Dai; Kai Lu 001; Sheng Ma; Junsheng Chang (DATE, 2022)

PipeFB: An Optimized Pipeline Parallelism Scheme to Reduce the Peak Memory Usage. - Wei Jiang; Bo Wang; Sheng Ma; Xiang Hou; Libo Huang; Yi Dai; Jianbin Fang (ICA3PP, 2022)

SparG: A Sparse GEMM Accelerator for Deep Learning Applications. - Bo Wang; Sheng Ma; Yuan Yuan 034; Yi Dai; Wei Jiang; Xiang Hou; Xiao Yi; Rui Xu (ICA3PP, 2022)

Optimizing Winograd Convolution on GPUs via Partial Kernel Fusion. - Gan Tong; Run Yan; Ling Yang 008; Mengqiao Lan; Jing Zhang; Yuanhu Cheng; Wentao Ma; Yashuai Lü; Sheng Ma; Libo Huang (NPC, 2022)

SADD: A Novel Systolic Array Accelerator with Dynamic Dataflow for Sparse GEMM in Deep Learning. - Bo Wang; Sheng Ma; Zhong Liu 003; Libo Huang; Yuan Yuan 034; Yi Dai (NPC, 2022)

Adaptive Low-Cost Loop Expansion for Modulo Scheduling. - Hongli Zhong; Zhong Liu 003; Sheng Liu 001; Sheng Ma; Chen Li 015 (NPC, 2022)

Stride Equality Prediction for Value Speculation. - Ling Yang 008; Libo Huang; Run Yan; Nong Xiao 001; Sheng Ma; Li Shen 007; Weixia Xu (IEEE Comput. Archit. Lett., 2022)

Three-dimensional surgical planning and clinical evaluation of the efficacy of distal tibial tuberosity high tibial osteotomy in obese patients with varus knee osteoarthritis. - Ye Huang; Yetong Tan; Xiangdong Tian; Jian Wang; Guangyu Zhu; Rongtian Wang; Zhipeng Xue; Sheng Ma; Yuanyi Hu; Tiansong Ding (Comput. Methods Programs Biomed., 2022)

Medial compartment cartilage repair and lower extremity biomechanical changes after single-plane high tibial osteotomy of distal tibial tuberosity. - Xiaomin Li; Yetong Tan; Xiangdong Tian; Jian Wang; Zhipeng Xue; Sheng Ma; Yuanyi Hu; Tiansong Ding; Jiajia Wang; Ze Zhao (Comput. Methods Programs Biomed., 2022)

A novel systolic array processor with dynamic dataflows. - Bo Wang; Sheng Ma; Guoyi Zhu; Xiao Yi; Rui Xu (Integr., 2022)

RV16: An Ultra-Low-Cost Embedded RISC-V Processor Core. - Yuanhu Cheng; Libo Huang; Yi-Jun Cui; Sheng Ma; Yongwen Wang; Bingcai Sui (J. Comput. Sci. Technol., 2022)

Optimizing convolutional neural networks on multi-core vector accelerator. - Zhong Liu 003; Xin Xiao 008; Chen Li 015; Sheng Ma; Rangyu Deng (Parallel Comput., 2022)

Heterogeneous Systolic Array Architecture for Compact CNNs Hardware Accelerators. - Rui Xu; Sheng Ma; Yaohua Wang; Yang Guo 003; Dongsheng Li 001; Yuran Qiao (IEEE Trans. Parallel Distributed Syst., 2022)

Optimizing the Parallelism of Communication and Computation in Distributed Training Platform. - Xiang Hou; Yuan Yuan 034; Sheng Ma; Rui Xu; Bo Wang; Tiejun Li; Wei Jiang; Lizhou Wu; Jianmin Zhang (ICA3PP (1), 2023)

Absorb: Deadlock Resolution for 2.5D Modular Chiplet Based Systems. - Yi Yang; Tiejun Li; Yi Dai; Bo Wang; Sheng Ma; Yanqiang Sun (ICA3PP (1), 2023)

A Hybrid Kernel Pruning Approach for Efficient and Accurate CNNs. - Xiao Yi; Bo Wang; Shengbai Luo; Tiejun Li; Lizhou Wu; Jianmin Zhang; Kenli Li 001; Sheng Ma (ICA3PP (7), 2023)

RHS-TRNG: A Resilient High-Speed True Random Number Generator Based on STT-MTJ Device. - Siqing Fu; Tiejun Li; Chunyuan Zhang; Hanqing Li; Sheng Ma; Jianmin Zhang; Ruiyi Zhang; Lizhou Wu (IEEE Trans. Very Large Scale Integr. Syst., 2023)

Sparm: A Sparse Matrix Multiplication Accelerator Supporting Multiple Dataflows. - Shengbai Luo; Bo Wang; Yihao Shi; Xueyi Zhang; Qingshan Xue; Sheng Ma (ASAP, 2024)

Cost-Effective Value Predictor for ILP processors through Design Space Exploration. - Ling Yang 008; Zhong Zheng; Libo Huang; Run Yan; Sheng Ma; Yongwen Wang; Weixia Xu (ACM Great Lakes Symposium on VLSI, 2024)

HPA: A Hybrid Data Flow for PIM Architectures. - Sheng Ma; Yunping Zhao; Yuhua Tang; Yi Dai (ICCD, 2024)

The Self-adaptive and Topology-aware MPI_Bcast leveraging Collective offload on Tianhe Express Interconnect. - Chongshan Liang; Yi Dai; Jun Xia; Jinbo Xu; Jintao Peng; Weixia Xu; Ming Xie; Jie Liu; Zhiquan Lai; Sheng Ma; Qi Zhu (IPDPS, 2024)

Understanding and Mitigating the Soft Error of Contrastive Language-Image Pre-training Models. - Yihao Shi; Bo Wang; Shengbai Luo; Qingshan Xue; Xueyi Zhang; Sheng Ma (ITC-Asia, 2024)

AP-assisted adaptive video streaming in wireless networks with high-density clients. - Wenjia Wu; Jiale Yuan; Sheng Ma; Ming Yang (Comput. Commun., 2024)

Spin-NeuroMem: A Low-Power Neuromorphic Associative Memory Design Based on Spintronic Devices. - Siqing Fu; Tiejun Li; Chunyuan Zhang; Sheng Ma; Jianmin Zhang; Lizhou Wu (CoRR, 2024)

A Comprehensive Simulation Framework for CXL Disaggregated Memory. - Yanjing Wang 007; Lizhou Wu; Wentao Hong; Yang Ou; Zicong Wang; Sunfeng Gao; Jie Zhang; Sheng Ma; Dezun Dong; Xingyun Qi; Mingche Lai; Nong Xiao (CoRR, 2024)

A Survey of Design and Optimization for Systolic Array-based DNN Accelerators. - Rui Xu; Sheng Ma; Yang Guo 003; Dongsheng Li 001 (ACM Comput. Surv., 2024)

SAC: An Ultra-Efficient Spin-based Architecture for Compressed DNNs. - Yunping Zhao; Sheng Ma; Hengzhu Liu; Libo Huang; Yi Dai (ACM Trans. Archit. Code Optim., 2024)

SparGD: A Sparse GEMM Accelerator with Dynamic Dataflow. - Bo Wang 159; Sheng Ma; Shengbai Luo; Lizhou Wu; Jianmin Zhang; Chunyuan Zhang; Tiejun Li (ACM Trans. Design Autom. Electr. Syst., 2024)

EPHA: An Energy-efficient Parallel Hybrid Architecture for ANNs and SNNs. - Yunping Zhao; Sheng Ma; Hengzhu Liu; Libo Huang (ACM Trans. Design Autom. Electr. Syst., 2024)

Inventory and Spatial Distribution of Landslides on the Eastern Slope of Gongga Mountain, Southwest China. - Runze Ge; Jian Chen; Sheng Ma; Huarong Tan (Remote. Sens., 2024)

SAL: Optimizing the Dataflow of Spin-based Architectures for Lightweight Neural Networks. - Yunping Zhao; Sheng Ma; Hengzhu Liu; Dongsheng Li 001 (ACM Trans. Archit. Code Optim., 2024)

Optimizing value prediction for ILP processors: A design space exploration approach. - Ling Yang 008; Zhong Zheng; Libo Huang; Run Yan; Sheng Ma; Yongwen Wang; Weixia Xu (Integr., 2025)

RVAM16: a low-cost multiple-ISA processor based on RISC-V and ARM Thumb. - Libo Huang; Jing Zhang; Ling Yang 008; Sheng Ma; Yongwen Wang; Yuanhu Cheng (Frontiers Comput. Sci., 2025)

Bubble-Swap Flow Control. - Yi Dai; Kai Lu 001; Sheng Ma; Jinshu Su; Dongsheng Li 001 (ACM Trans. Archit. Code Optim., 2025)

NeuroPDE: A Neuromorphic PDE Solver Based on Spintronic and Ferroelectric Devices. - Siqing Fu; Lizhou Wu; Tiejun Li; Chunyuan Zhang; Sheng Ma; Jianmin Zhang; Yuhan Tang; Jixuan Tang (CoRR, 2025)

A perspective on digital signal processor based leadership performance accelerator for AI and HPC. - Yang Guo 003; Yaohua Wang; Sheng Ma (Frontiers Comput. Sci., 2025)

Tradeoff Performance and Energy Efficiency by Optimizing the Data Flow for PIM Architectures. - Yunping Zhao; Sheng Ma; Yuhua Tang; Hengzhu Liu; Dongsheng Li 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

Intra- and Inter-Layer Scheduling Exploration and Optimization for ReRAM-Based DNN Accelerators. - Yunping Zhao; Sheng Ma; Tiejun Li; Jianmin Zhang; Yuhua Tang (IEEE Trans. Computers, 2025)