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Xipeng Shen’s Homepage @ NCSU

Xipeng Shen is an affiliate professor at the pc Science Department, North Carolina State University (NCSU), and an adjunct associate professor at the ECE department, NCSU. He is a receipt of the DOE Early Career Award, NSF Career Award, and Google School Analysis Award. He’s an ACM Distinguished Speaker, and a senior member of IEEE. Prior to joining NC State in 2014, Shen was the Adina Allen Term Distinguished Affiliate Professor on the School of William and Mary. He spent his first sabbatical year in M.I.T.and has served on the Technical Advisory Board or as a guide to a number of trade firms (e.g.Huawei, Intel, Microsoft, Cisco.) He received his Ph.D. in Laptop Science from University of Rochester in 2006.

Xipeng Shen’s analysis lies within the broad fields of Programming Programs and Machine Studying, with an emphasis on enabling extreme-scale information-intensive computing and clever portable computing by means of improvements in compilers,runtime techniques, and Machine Learning algorithms. His current analysis focuses on Heterogeneous Massively Parallel Computing, Excessive Performance Machine Learning, and Excessive-Level Massive-Scale Program Optimizations. He leads the picture analysis group. He’s a part of stone island sale t shirt the NCSU Systems Laboratory. According to the current Computer Science Rankings (primarily based on the publications at the most impactful analysis venues), the system research in the computer Science Department 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 Term Distinguished Associate Professor (Faculty of William and Mary)
four. 2011 DOE (Department of Energy) Early Profession Award
5. 2010 NSF (Nationwide Science Foundation) Career Award
6. 2010-2016 IBM CAS School Fellow
7. 2010 ACM PPoPP Best Paper Award

Recent 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’sixteen, PACT’16 (Pc & SRC), ICS’16, ECOOP’sixteen (ERC), CCGrid’16, CC’16, ICPP’16, 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 (General Co-Chair), IBM CDP Workshop’2016 (Chair), ICPADS’2016 (Program Co-Chair), ICPP’sixteen (Program Co-Chair of Programming Techniques Monitor), LCPC’15 (Organizing Co-Chair), CCGrid’15 (Program Vice Co-Chair of Programming Fashions and Runtime Programs), PACT’15 (SRC committee), ASPLOS’15 (SRC Decide), CGO’thirteen (Publication Chair), ICPP’12 (Program Vice Co-Chair of Compilers & Runtime observe), MSPC’eleven (Computer Co-Chiar), PPOPP’12 (Workshops & Tutorials Chair), ICS’11 (Workshops & Tutorials Chair), PACT’eleven (ACM Pupil Research Competition Chair), IISWC’10 (Publications Chair), PACT’09 (Posters and ACM Pupil Analysis Competition Chair)

Garment-Dyed Plated Cotton Nylon Jumper In Black and GreyPanelists: DOE’17, NSF’16, NSF’15, NSF’14, DOE’14, DOE’11, NSF’eleven, IISWC’10, NSF’09, NSF’08
Research Interests

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

Latest and Selected Publications (full checklist of publications)
[ICDM’17]”LCD: A quick Contrastive Divergence Primarily based Algorithm for Restricted Boltzmann Machine”, Lin Ning, Randall Pittman, Xipeng Shen, The IEEE Worldwide Conference on Information Mining, New Orleans, USA, Nov 18-21, 2017. [To seem]
[OOPSLA’17]”GLORE: Generalized Loop Redundancy Elimination upon LER-Notation”, Yufei Ding, Xipeng Shen, OOPSLA at the ACM SIGPLAN convention on Methods, Programming, Languages and Purposes: Software program for Humanity (SPLASH), Vancouver, Canada, Oct 22-27, 2017. [To seem]
[SC’17]”Egeria: A Framework for Automatic Synthesis of HPC Advising Instruments by means of Multi-Layered Natural Language Processing”, Hui Guan, Xipeng Shen, Hamid Krim, The International Conference for high Performance Computing, Networking, Storage and Evaluation, 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 Worldwide Symposium on Microarchitecture, Boston, USA, Oct 14-18, 2017. [To appear]
[MICRO’17] “Environment friendly Support of Place Independence on Non-Unstable Memory”, Guoyang Chen, Lei Zhang, Richa Budhiraja, Xipeng Shen, Youfeng Wu, The 50th Annual IEEE/ACM International Symposium on Microarchitecture, Boston, USA, Oct 14-18, 2017. [To appear]
[PLDI’17] “Generalizations of the speculation and Deployment of Triangular Inequality for Compiler-Primarily based Power Reduction”, 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 Reconciliation between Redundancy Removing and Regularity”, Guoyang Chen, Yufei Ding, and Xipeng Shen, The annual IEEE International Conference on Data Engineering, San Diego, CA, April 19-22, 2017. [PDF]
[IPDPS’17] “Co-Run Scheduling with Power Cap on Integrated CPU-GPU Systems”, Qi Zhu, Bo Wu, Xipeng Shen, Li Shen and Zhiying Wang, thirty first IEEE International Parallel and Distributed Processing Symposium, Orlando, Fl, Could 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 Ideas and Practice of Parallel Programming, Feb 2017. [PDF]
[TC’sixteen] “Optimizing Data 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’16] “Examining and Reducing the Affect of Sampling Errors on Feedback-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 Analysis”, Yue Zhao, Chunhua Liao, Xipeng Shen, The European Conference on Object-Oriented Programming, 2016.[PDF]
[ICS’sixteen] “Coherence-Free Multiview: Enabling Reference-Discerning Information Placement on GPU”, Guoyang Chen, Xipeng Shen, ACM International Conference 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 Substitute of the Classic Ok-Means with Constant 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 International Conference on Very Large Information Bases, Kohala Coast, Hawaii, August, 2015.[PDF]
[ICS’15] “Enabling and Exploiting Versatile Activity Project on GPU through SM-Centric Program Transformations”, Bo Wu, Guoyang Chen, Dong Li, Xipeng Shen, Jeffrey Vetter, ACM Worldwide Convention on Supercomputing, Newport Seaside, CA, 2015. (25% acceptance rate) [PDF]
[HotOS’15] “Software program Engagement with Sleeping CPUs”, Qi Zhu, Meng Zhu, Bo, Wu, Xipeng Shen, Kai Shen, Zhiying Wang, the fifteenth Workshop on Sizzling Matters in Operating Systems, Kautause Ittigen, Switzerland, Could, 2015. (32% acceptance charge) [PDF]
[IEEE/Micro’15] “Enabling Portable Optimizations of information Placement on GPU”, Guoyang Chen, Bo Wu, Dong Li, Xipeng Shen, Juy/August Problem, the Heterogeneous Computing particular difficulty of IEEE Micro, 2015.
[PLDI’15] “Autotuning Algorithmic Selection for Enter Sensitivity”, Yufei Ding, Jason Ansel, Kalyan Veeramachaneni, Xipeng Shen, Una-Might O’Reilly, Saman Amarasinghe, the 36th annual ACM SIGPLAN conference on Programming Language Design and Implementation, Portland, Orgon, June 13-17, 2015. (19% acceptance price) [PDF]
[ASPLOS’15] “On-the-Fly Principled Hypothesis for FSM Parallelization”, Zhijia Zhao, Xipeng Shen, The 20th Worldwide Conference on Architectural Support for Programming Languages and Working Methods, Istanbul, Turkey, March 14-18, 2015. (17% acceptance charge) [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 fee) [PDF]
[OOPSLA’14] “House-Efficient Multi-Versioning for Input-Adaptive Feedback-Driven Program Optimizations”, Mingzhou Zhou, Xipeng Shen, Yaoqing Gao, Graham Yiu, SPLASH/OOPSLA, Portland, 2014. (28% acceptance price) [PDF]
[OOPSLA’14] “Name Sequence Prediction via Probabilistic Calling Automata”, Zhijia Zhao, Bo Wu, Mingzhou Zhou, Yufei Ding, Jianhua Solar, 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 charge) [PDF]
[ASE’14] “Localization of concurrency bugs using shared reminiscence access 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 Worldwide Convention on Automated Software Engineering, Sept, 2014, pages 611-622. [18% settle for fee]
[ASPLOS’14] “Challenging the “Embarrassingly Sequential”: Parallelizing Finite State Machine-Based Computations through Principled Hypothesis”, Zhijia Zhao, Bo Wu, Xipeng Shen, the Nineteenth International Convention on Architectural Assist for Programming Languages and Operating Systems, Salt Lake metropolis, 2014. (23% acceptance fee) [PDF]
[ASPLOS’14] “Discovering the Limit: Analyzing the Potential and Complexity of Compilation Scheduling for JIT-Based Runtime Programs”, Yufei Ding, Mingzhou Zhou, Zhijia Zhao, Sarah Eisenstat, Xipeng Shen, the Nineteenth Worldwide Convention on Architectural Support for Programming Languages and Working Methods, Salt Lake City, 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 Architecture and Code Optimization, 2014. [PDF] (invited to current at HiPEAC’14)
[PACT’thirteen] “Exploring Hybrid Memory for GPU Energy Effectivity by Software-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’13] “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 price) [PDF]
[PPOPP’thirteen] “Complexity Analysis and Algorithm Design for Reorganizing Knowledge to minimize Non-Coalesced Memory Accesses on GPU”, Bo Wu, Zhijia Zhao, Eddy Z. Zhang, Yunlian Jiang, and Xipeng Shen, PPOPP, Shenzhen, China, 2013. (18% acceptance charge) [PDF]
[CGO’thirteen] “ProfMig: A Framework for Flexible Migration of Program Profiles Across Software program Versions”, Mingzhou Zhou, Bo Wu, Yufei Ding, and Xipeng Shen, CGO, Shenzhen, China, 2013. (28% acceptance fee) [PDF]
[OOPSLA’12] “Exploiting Inter-Sequence Correlations for Program Behavior 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 fee) [PDF]
[PACT’12] “Speculative Parallelization Wants Rigor: Probabilistic Evaluation for Optimal Hypothesis of Finite State Machine Purposes”, 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 Worldwide Conference on Supercomputing,Venice, Italy, 2012. (22% acceptance rate) [PDF]
[PACT’eleven] “Enhancing Knowledge Locality for Dynamic Simulations by Asynchronous Data Transformations and Adaptive Control”, Bo Wu, Eddy Zhang, Xipeng Shen, The Twentieth International Convention on Parallel Architectures and Compilation Techniques, Galveston Island, Texas, USA, Oct, 2011. Acceptance rate: Sixteen% (36/221). [PDF]
[PACT’eleven] “Accurately Treating Synchronizations in Compiling Wonderful-Grained SPMD-Threaded Packages for CPU”, Ziyu Guo, Eddy Zhang, Xipeng Shen, The Twentieth International Convention on Parallel Architectures and Compilation Techniques, 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 Conference on Methods, Programming, Languages and Purposes, Portland, Oregon, USA, Oct, 2011. Acceptance rate: 37% (61/166). [PDF]
[TPDS’eleven] “The significance of CMP Cache Sharing on Contemporary Multithreaded Applications”, Eddy Zhang, Yunlian Jiang, Xipeng Shen, IEEE Transactions on Parallel and Distributed Systems. (accepted in March 2011; to seem)
[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 Convention on Architectural Help for Programming Languages and Operating Techniques , 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 International Conference on Systems, Programming, Languages and Purposes, Reno, NEVADA, USA, Oct, 2010. Acceptance price: 27% (45/164). [PDF] [Slides]
[TPDS’10] “The Complexity of Optimum Job Co-Scheduling on Chip Multiprocessors and Heuristics-Primarily based Solutions”, Yunlian Jiang, Kai Tian, Xipeng Shen, Jinghe Zhang, Jie Chen, Rahul Tripathi, IEEE Transactions on Parallel and Distributed Techniques, 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 Conference on Supercomputing,Tsukuba, Japan, June, 2010. Acceptance fee: 17.Eight% (32/180). [PDF][Slides]
[CGO’10] “Exploiting Statistical Correlations for Proactive Prediction of Program Behaviors”, Y. Jiang, E. Zhang, K. Tian, F. Mao, M. Gethers, X. Shen, Y. Gao, ACM/IEEE Worldwide Symposium on Code Technology and Optimization, Toronto, April, 2010. [PDF][Slides]
[PPoPP’10] “Does Cache Sharing on Trendy CMP Matter to the Performance of Contemporary Multithreaded Programs “, Eddy Z. Zhang, Yunlian Jiang, Xipeng Shen, the 15th ACM SIGPLAN Symposium on Rules and Practice of Parallel Programming, Bangalore, India, Jan, 2010. Acceptence price: 16.7% (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, Could, 2009. Acceptance fee: 23% (100/440). [PDF]
[PACT’08] “Evaluation and Approximation of Optimum Co-scheduling on CMP”, Yunlian Jiang, Xipeng Shen, Jie Chen, and Rahul Tripathi, the Worldwide 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 fee: 25% (forty five/178).[PDF][Slides]
[POPL’07] “Locality Approximation Using Time”, X. Shen, J. Shaw, B. Meeker, C. Ding, the Symposium on Ideas of Programming Languages, Good, France, January 2007. Acceptance charge: 18% (36/198).[PDF][Slides](7-web page short paper)
[ICS’05] “Lightweight Reference Affinity Evaluation”, Xipeng Shen, Yaoqing Gao, Chen Ding, and Roch Archambault, in Proceedings ofthe Ninteenth ACM Worldwide Conference on Supercomputing (ICS 2005), Cambridge, MA, USA, June 2005, pages 131–140. Acceptance price: 28% (42/152).[PDF]
[ASPLOS’04] “Locality Section Prediction”, Xipeng Shen, Yutao Zhong, and Chen Ding, in Proceedings of the Eleventh International Convention on Architectural Help for Programming Languages and Working Programs (ASPLOS XI), Boston, MA, USA, October 2004, pages 165–176. Acceptance rate: 14% (24/169). [PDF][Slides]
[PLDI’04] “Array Regrouping and Structure Splitting Utilizing Whole-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 fee: 20% (25/127).[PDF]
[PR’04] “Learning Multi-label Scene Classification”, Matthew R. Boutell, Jiebo Luo, Xipeng Shen and Christopher M.

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