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Xipeng Shen’s Homepage @ NCSU

Xipeng Shen is an affiliate professor at the computer Science Department, North Carolina State College (NCSU), and an adjunct affiliate professor on the ECE division, NCSU. He is a receipt of the DOE Early Career Award, NSF Profession Award, and Google School Analysis Award. He is an ACM Distinguished Speaker, and a senior member of IEEE. Prior to becoming a member of NC State in 2014, Shen was the Adina Allen Time period Distinguished Associate Professor on the School of William and Mary. He spent his first sabbatical yr in M.I.T.and has served on the Technical Advisory Board or as a marketing consultant to multiple industry companies (e.g.Huawei, Intel, Microsoft, Cisco.) He acquired his Ph.D. in Laptop Science from College of Rochester in 2006.

Xipeng Shen’s analysis lies within the broad fields of Programming Techniques and Machine Studying, with an emphasis on enabling excessive-scale knowledge-intensive computing and intelligent portable computing by means of innovations in compilers,runtime systems, and Machine Studying algorithms. His present analysis focuses on Heterogeneous Massively Parallel Computing, Excessive Performance Machine Studying, and High-Stage Giant-Scale Program Optimizations. He leads the picture research group. He is a part of the NCSU Methods Laboratory. In accordance with the latest Pc Science Rankings (based on the publications at the most impactful research venues), the system research in the pc Science Division at NCSU ranked No. 18 within the U.S..

Awards
1. 2016 ACM Distinguished Speaker
2. 2015 Google Faculty Analysis Award
three. 2012 Adina Allen Time period Distinguished Associate Professor (School of William and Mary)
four. 2011 DOE (Division of Energy) Early Profession Award
5. 2010 NSF (National Science Foundation) Career Award
6. 2010-2016 IBM CAS College Fellow
7. 2010 ACM PPoPP Greatest Paper Award

Latest Skilled Activities
Program Committees: PLDI’18, PPOPP’18, ECOOP’18, CC’18, IPDPS’18, ASPLOS’17, PACT’17, SC’17, CCGrid’17, IPDPS’17, Cluster’17, WWW’17 (PhD Symposium), ASPLOS’16, PACT’sixteen (Computer & SRC), ICS’16, ECOOP’16 (ERC), CCGrid’sixteen, CC’16, ICPP’sixteen, PACT’15, SC’15, PLDI’15 (ERC), ASPLOS’15, CGO’15, IISWC’15, IPDPS’15, ICPP’15, LCPC’15, CCGrid’15, PPOPP’15 (ERC), Micro’14 (ERC), PLDI’14, PACT’14, PPOPP’14, IPDPS’14, ICPP’14, LCPC’14, BigIdeas’14, AsHES’14
Organizing Committees: ASPLOS’2018 (Basic Co-Chair), IBM CDP Workshop’2016 (Chair), ICPADS’2016 (Program Co-Chair), ICPP’sixteen (Program Co-Chair of Programming Programs Monitor), LCPC’15 (Organizing Co-Chair), CCGrid’15 (Program Vice Co-Chair of Programming Models and Runtime Systems), PACT’15 (SRC committee), ASPLOS’15 (SRC Judge), CGO’thirteen (Publication Chair), ICPP’12 (Program Vice Co-Chair of Compilers & Runtime monitor), MSPC’11 (Laptop Co-Chiar), PPOPP’12 (Workshops & Tutorials Chair), ICS’eleven (Workshops & Tutorials Chair), PACT’eleven (ACM Student Research Competition Chair), IISWC’10 (Publications Chair), PACT’09 (Posters and ACM Scholar Analysis Competitors Chair)

Panelists: DOE’17, NSF’16, NSF’15, NSF’14, DOE’14, DOE’11, NSF’eleven, IISWC’10, NSF’09, NSF’08
Analysis Interests

1. Excessive-Scale, Data-Intensive Computing
2. High Efficiency Machine Learning
3. Accelerator-Based mostly Heterogeneous Excessive Performance Computing (e.g.GPU)
four. Knowledge Locality, Memory Hierarchies, and Reminiscence Administration
5. Virtual Machines and Simply-In-Time Compilation
6. Program Dynamic Optimizations and Parallelization
7. Program Phase Evaluation

Recent and Selected Publications (full listing of publications)

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[ICDM’17]”LCD: A quick Contrastive Divergence Primarily based Algorithm for Restricted Boltzmann Machine”, Lin Ning, Randall Pittman, Xipeng Shen, The IEEE International Conference on Information Mining, New Orleans, USA, Nov 18-21, 2017. [To appear]
[OOPSLA’17]”GLORE: Generalized Loop Redundancy Elimination upon LER-Notation”, Yufei Ding, Xipeng Shen, OOPSLA at the ACM SIGPLAN conference on Techniques, Programming, Languages and Purposes: Software for Humanity (SPLASH), Vancouver, Canada, Oct 22-27, 2017. [To appear]
[SC’17]”Egeria: A Framework for Automated Synthesis of HPC Advising Tools through Multi-Layered Pure Language Processing”, Hui Guan, Xipeng Shen, Hamid Krim, The Worldwide Convention for top Performance Computing, Networking, Storage and Analysis, Denver, USA, Nov 12-17, 2017. [PDF]
[MICRO’17] “VersaPipe: A Versatile Programming Framework for Pipelined Computing on GPU”, Zhen Zheng, Chanyoung Oh, Jidong Zhai, Xipeng Shen, Youngmin Yi, Wenguang Chen, The 50th Annual IEEE/ACM International Symposium on Microarchitecture, Boston, USA, Oct 14-18, 2017. [To seem]
[MICRO’17] “Efficient Help of Position Independence on Non-Unstable Reminiscence”, Guoyang Chen, Lei Zhang, Richa Budhiraja, Xipeng Shen, Youfeng Wu, The 50th Annual IEEE/ACM Worldwide Symposium on Microarchitecture, Boston, USA, Oct 14-18, 2017. [To appear]
[PLDI’17] “Generalizations of the idea and Deployment of Triangular Inequality for Compiler-Based Power Discount”, Yufei Ding, Hui Guan, Lin Ning, Xipeng Shen, the 38th annual ACM SIGPLAN convention on Programming Language Design and Implementation, Barcelona, Spain, June 18-23, 2017. [PDF]
[ICDE’17] “Candy KNN: An Efficient KNN on GPU by means of Reconciliation between Redundancy Removing and Regularity”, Guoyang Chen, Yufei Ding, and Xipeng Shen, The annual IEEE Worldwide Convention on Data Engineering, San Diego, CA, April 19-22, 2017. [PDF]
[IPDPS’17] “Co-Run Scheduling with Energy Cap on Built-in CPU-GPU Methods”, Qi Zhu, Bo Wu, Xipeng Shen, Li Shen and Zhiying Wang, 31st IEEE Worldwide Parallel and Distributed Processing Symposium, Orlando, Fl, Might 29–June 2, 2017. [to look]
[PPoPP’17] “EffiSha: A Software Framework for Enabling Efficient Preemptive Scheduling of GPU”, G. Chen, Y. Zhao, X. Shen, H. Zhou, the 22nd ACM SIGPLAN Symposium on Rules and Practice of Parallel Programming, Feb 2017. [PDF]
[TC’sixteen] “Optimizing Information Placement on GPU Reminiscence: A Portable Method”, G. Chen, X. Shen, B. Wu, D. Li, IEEE Transactions on Computers, DOI: 10.1109/TC.2016.2604372, 2016. [PDF]
[TACO’sixteen] “Examining and Lowering the Influence of Sampling Errors on Suggestions-Driven Optimizations”, M. Zhou and B. Wu and X. Shen and Y. Gao and G. Yiu, ACM Transactions on Architecture and Code Optimization, 2016. [PDF]
[ECOOP’sixteen]”In the direction of Ontology-Based mostly Program Evaluation”, Yue Zhao, Chunhua Liao, Xipeng Shen, The European Conference on Object-Oriented Programming, 2016.[PDF]
[ICS’16] “Coherence-Free Multiview: Enabling Reference-Discerning Knowledge Placement on GPU”, Guoyang Chen, Xipeng Shen, ACM Worldwide Convention on Supercomputing, 2016.[PDF]
[Micro’15] “Free Launch: Optimizing GPU Dynamic Kernel Launches via Thread Reuse”, Guoyang Chen, Xipeng Shen, The 48th Annual IEEE/ACM International Symposium on Microarchitecture, Waikiki, Hawaii, USA, Dec, 2015.[PDF]
[ICML’15] “Yinyang Okay-Means: A Drop-In Replacement of the Classic K-Means with Consistent Speedup”, Yufei Ding, Yue Zhao, Xipeng Shen, Madan Musuvathi, Todd Mytkowicz, The 32nd Worldwide Convention on Machine Learning, Lille, France, July 06-11, 2015. [PDF]
[VLDB’15] “Prime: A Framework for Enabling Algorithmic Optimizations for Distance-Associated Problems”, Yufei Ding, Xipeng Shen, Madan Musuvathi, Todd Mytkowicz, the 41st Worldwide Convention on Very Giant Information Bases, Kohala Coast, Hawaii, August, 2015.[PDF]
[ICS’15] “Enabling and Exploiting Versatile Activity Project on GPU via SM-Centric Program Transformations”, Bo Wu, Guoyang Chen, Dong Li, Xipeng Shen, Jeffrey Vetter, ACM Worldwide Convention on Supercomputing, Newport Beach, CA, 2015. (25% acceptance rate) [PDF]
[HotOS’15] “Software Engagement with Sleeping CPUs”, Qi Zhu, Meng Zhu, Bo, Wu, Xipeng Shen, Kai Shen, Zhiying Wang, the fifteenth Workshop on Hot Subjects in Operating Methods, Kautause Ittigen, Switzerland, Could, 2015. (32% acceptance rate) [PDF]
[IEEE/Micro’15] “Enabling Portable Optimizations of data Placement on GPU”, Guoyang Chen, Bo Wu, Dong Li, Xipeng Shen, Juy/August Concern, the Heterogeneous Computing special subject of IEEE Micro, 2015.
[PLDI’15] “Autotuning Algorithmic Choice for Enter Sensitivity”, Yufei Ding, Jason Ansel, Kalyan Veeramachaneni, Xipeng Shen, Una-May O’Reilly, Saman Amarasinghe, the 36th annual ACM SIGPLAN convention on Programming Language Design and Implementation, Portland, Orgon, June thirteen-17, 2015. (19% acceptance price) [PDF]
[ASPLOS’15] “On-the-Fly Principled Hypothesis for FSM Parallelization”, Zhijia Zhao, Xipeng Shen, The stone island bomber jacket black 20th International Conference on Architectural Assist for Programming Languages and Working Programs, Istanbul, Turkey, March 14-18, 2015. (17% acceptance fee) [PDF]
[Micro’14] “PORPLE: An Extensible Optimizer for Portable Data Placement on GPU”, Guoyang Chen, Bo Wu, Dong Li, Xipeng Shen, The 47th Annual IEEE/ACM International Symposium on Microarchitecture, Cambridge, UK, December, 2014. (19% acceptance charge) [PDF]
[OOPSLA’14] “Area-Environment friendly Multi-Versioning for Enter-Adaptive Feedback-Pushed Program Optimizations”, Mingzhou Zhou, Xipeng Shen, Yaoqing Gao, Graham Yiu, SPLASH/OOPSLA, Portland, 2014. (28% acceptance fee) [PDF]
[OOPSLA’14] “Name Sequence Prediction by way of Probabilistic Calling Automata”, Zhijia Zhao, Bo Wu, Mingzhou Zhou, Yufei Ding, Jianhua Sun, Xipeng Shen, Youfeng Wu, SPALSH/OOPSLA, Portland, 2014. (28% acceptance price) [PDF]
[Ubicomp’14] “SatScore: Uncovering and Avoiding a Principled Pitfall in Responsiveness Measurements of App Launches”, Zhijia Zhao, Mingzhou Zhou, Xipeng Shen, The 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Seattle, WA, 2014. (%14 acceptance rate) [PDF]
[ASE’14] “Localization of concurrency bugs using shared reminiscence entry pairs”, Wenwen Wang, Zhenjiang Wang, Chenggang Wu, Pen-Chung Yew, Xipeng Shen, Xiang Yuan, Jianjun Li, Xiaobing Feng, Yong Guan, the twenty ninth IEEE/ACM International Conference on Automated Software program Engineering, Sept, 2014, pages 611-622. [18% accept rate]
[ASPLOS’14] “Challenging the “Embarrassingly Sequential”: Parallelizing Finite State Machine-Based mostly Computations by Principled Speculation”, Zhijia Zhao, Bo Wu, Xipeng Shen, the Nineteenth Worldwide Convention on Architectural Support for Programming Languages and Operating Systems, Salt Lake metropolis, 2014. (23% acceptance rate) [PDF]
[ASPLOS’14] “Finding the Limit: Examining the Potential and Complexity of Compilation Scheduling for JIT-Based Runtime Techniques”, Yufei Ding, Mingzhou Zhou, Zhijia Zhao, Sarah Eisenstat, Xipeng Shen, the Nineteenth Worldwide Convention on Architectural Support for Programming Languages and Operating Systems, Salt Lake Metropolis, 2014. (23% acceptance price) [PDF]
[TACO’14] “HPar: A Sensible Parallel Parser for HTML”, Zhijia Zhao, Michael Bebenita, Dave Herman, Jianhua Solar, Xipeng Shen, ACM Transactions on Structure and Code Optimization, 2014. [PDF] (invited to present at HiPEAC’14)
[PACT’13] “Exploring Hybrid Reminiscence for GPU Power Effectivity through Software program-Hardware Co-Design”, Bin Wang, Bo Wu, Yizheng Jiao, Dong Li, Xipeng Shen, Weikuan Yu, Jeffrey Vetter, PACT, Edinburgh, Scotland, 2013. (17% acceptance price) [PDF]
[ECOOP’thirteen] “Easy Profile Rectifications Go A Great distance”, Bo Wu, Mingzhou Zhou, Xipeng Shen, Yaoqing Gao, Raul Silvera, and Graham Yiu, ECOOP, Montpellier, France, 2013. (25% acceptance rate) [PDF]
[PPOPP’13] “Complexity Evaluation and Algorithm Design for Reorganizing Information to reduce Non-Coalesced Memory Accesses on GPU”, Bo Wu, Zhijia Zhao, Eddy Z. Zhang, Yunlian Jiang, and Xipeng Shen, PPOPP, Shenzhen, China, 2013. (18% acceptance rate) [PDF]
[CGO’13] “ProfMig: A Framework for Versatile Migration of Program Profiles Across Software Versions”, Mingzhou Zhou, Bo Wu, Yufei Ding, and Xipeng Shen, CGO, Shenzhen, China, 2013. (28% acceptance charge) [PDF]
[OOPSLA’12] “Exploiting Inter-Sequence Correlations for Program Habits Prediction”, B. Wu and Z. Zhao and X. Shen and Y. Jiang and Y. Gao and R. Silvera, SPLASH/OOPSLA, Tucson, AZ, 2012. (25% acceptance rate) [PDF]
[PACT’12] “Speculative Parallelization Needs Rigor: Probabilistic Evaluation for Optimum Hypothesis of Finite State Machine Applications”, Z. Zhao and B. Wu and X. Shen, PACT, Minneapolis, MN, 2012. (2-page poster paper)
[ICS’12] “One Stone Two Birds: Synchronization Relaxation and Redundancy Removing in GPU-CPU Translation”, Z. Guo and B. Wu and X. Shen, ACM International Conference on Supercomputing,Venice, Italy, 2012. (22% acceptance fee) [PDF]
[PACT’11] “Enhancing Data Locality for Dynamic Simulations through Asynchronous Knowledge Transformations and Adaptive Management”, Bo Wu, Eddy Zhang, Xipeng Shen, The Twentieth International Conference on Parallel Architectures and Compilation Methods, Galveston Island, Texas, USA, Oct, 2011. Acceptance rate: Sixteen% (36/221). [PDF]
[PACT’eleven] “Accurately Treating Synchronizations in Compiling Nice-Grained SPMD-Threaded Programs for CPU”, Ziyu Guo, Eddy Zhang, Xipeng Shen, The Twentieth International Conference on Parallel Architectures and Compilation Methods, Galveston Island, Texas, USA, Oct, 2011. Acceptance rate: Sixteen% (36/221). [PDF]
[OOPSLA’eleven] “A Step Towards Clear Integration of Input-Consciousness into Dynamic Program Optimizations”, Kai Tian, Eddy Zhang, Xipeng Shen, 2011 ACM Worldwide Convention on Methods, Programming, Languages and Purposes, Portland, Oregon, USA, Oct, 2011. Acceptance price: 37% (sixty one/166). [PDF]
[TPDS’11] “The significance of CMP Cache Sharing on Contemporary Multithreaded Functions”, Eddy Zhang, Yunlian Jiang, Xipeng Shen, IEEE Transactions on Parallel and Distributed Programs. (accepted in March 2011; to look)
[ASPLOS’11] “On-the-Fly Elimination of Dynamic Irregularities for GPU Computing”, Eddy Z. Zhang, Yunlian Jiang, Ziyu Guo, Kai Tian, Xipeng Shen, the Sixteenth International Conference on Architectural Help for Programming Languages and Working Programs , Newport Seashore, California, USA, March, 2011. Acceptance rate: 21% (32/152). [PDF] [Slides]
[OOPSLA’10] “An Input-Centric Paradigm for Program Dynamic Optimizations”, Kai Tian, Yunlian Jiang, Eddy Z. Zhang, Xipeng Shen, 2010 ACM Worldwide Convention on Methods, Programming, Languages and Functions, Reno, NEVADA, USA, Oct, 2010. Acceptance rate: 27% (45/164). [PDF] [Slides]
[TPDS’10] “The Complexity of Optimal Job Co-Scheduling on Chip Multiprocessors and Heuristics-Based mostly Solutions”, Yunlian Jiang, Kai Tian, Xipeng Shen, Jinghe Zhang, Jie Chen, Rahul Tripathi, IEEE Transactions on Parallel and Distributed Methods, 10.1109/TPDS.2010.193, Nov, 2010. [PDF]
[ICS’10] “Streamlining GPU Applications On the Fly”, E. Z. Zhang, Y. Jiang, Z. Guo, X. Shen, ACM Worldwide Convention on Supercomputing,Tsukuba, Japan, June, 2010. Acceptance rate: 17.8% (32/180). [PDF][Slides]
[CGO’10] “Exploiting Statistical Correlations for Proactive Prediction of Program Behaviors”, Y. Jiang, E. Zhang, Okay. Tian, F. Mao, M. Gethers, X. Shen, Y. Gao, ACM/IEEE International Symposium on Code Generation and Optimization, Toronto, April, 2010. [PDF][Slides]
[PPoPP’10] “Does Cache Sharing on Modern CMP Matter to the Performance of Contemporary Multithreaded Applications “, Eddy Z. Zhang, Yunlian Jiang, Xipeng Shen, the 15th ACM SIGPLAN Symposium on Principles and Observe of Parallel Programming, Bangalore, India, Jan, 2010. Acceptence charge: Sixteen.7% (29/173). [PDF][Slides] (Best Paper Award)
[IPDPS’09] “A Cross-Input Adaptive Framework for GPU Programs Optimization”, Yixun Liu, Eddy Zheng Zhang, and Xipeng Shen, 2009 IEEE International Parallel & Distributed Processing Symposium, Rome, Italy, May, 2009. Acceptance charge: 23% (100/440). [PDF]
[PACT’08] “Analysis and Approximation of Optimum Co-scheduling on CMP”, Yunlian Jiang, Xipeng Shen, Jie Chen, and Rahul Tripathi, the International Convention on Parallel Architecture and Compilation Strategies, Toronto, Canada, October, 2008. Acceptance rate: 18% (29/159). [PDF]
[PLDI’07]“Software program Behavior-oriented Parallelization”, C. Ding, X. Shen, K. Kelsey, C. Tice, R. Huang, C. Zhang, the Conference on Programming Language Design and Implementation, San Diego, CA, June 2007. Acceptance price: 25% (forty five/178).[PDF][Slides]
[POPL’07] “Locality Approximation Utilizing Time”, X. Shen, J. Shaw, B. Meeker, C. Ding, the Symposium on Ideas of Programming Languages, Nice, France, January 2007. Acceptance rate: 18% (36/198).[PDF][Slides](7-page short paper)
[ICS’05] “Lightweight Reference Affinity Evaluation”, Xipeng Shen, Yaoqing Gao, Chen Ding, and Roch Archambault, in Proceedings ofthe Ninteenth ACM Worldwide Convention on Supercomputing (ICS 2005), Cambridge, MA, USA, June 2005, pages 131–140. Acceptance price: 28% (forty two/152).[PDF]
[ASPLOS’04] “Locality Part Prediction”, Xipeng Shen, Yutao Zhong, and Chen Ding, in Proceedings of the Eleventh International Conference on Architectural Help for Programming Languages and Working Programs (ASPLOS XI), Boston, MA, USA, October 2004, pages 165–176. Acceptance price: 14% (24/169). [PDF][Slides]
[PLDI’04] “Array Regrouping and Construction Splitting Using Complete-Program Reference Affinity”, Yutao Zhong, Maksim Orlovich, Xipeng Shen, Chen Ding, in Proceedings of ACM SIGPLAN Convention on Programming Language Design and Implementation (PLDI 2004), Washington DC, USA, June 2004, pages 255–266. Acceptance price: 20% (25/127).[PDF]
[PR’04] “Studying Multi-label Scene Classification”, Matthew R. Boutell, Jiebo Luo, Xipeng Shen and Christopher M.

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