Xipeng Shen

According to our database, Xipeng Shen authored at least 146 papers between 2001 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2021

An Automatic Synthesizer of Advising Tools for High Performance Computing.

Hui Guan, Xipeng Shen, Hamid Krim

IEEE Trans. Parallel Distributed Syst., 2021

Faster SAT Solving for Software with Repeated Structures (with Case Studies on Software Test Suite Minimization).

Jianfeng Chen, Xipeng Shen, Tim Menzies

CoRR, 2021

Exploring deep reuse in winograd CNN inference.

Ruofan Wu, Feng Zhang, Zhen Zheng, Xiaoyong Du, Xipeng Shen

Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021

Understanding and bridging the gaps in current GNN performance optimizations.

Kezhao Huang, Jidong Zhai, Zhen Zheng, Youngmin Yi, Xipeng Shen

Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021

Deep NLP-based co-evolvement for synthesizing code analysis from natural language.

Zifan Nan, Hui Guan, Xipeng Shen, Chunhua Liao

Proceedings of the CC '21: 30th ACM SIGPLAN International Conference on Compiler Construction, 2021

2020

Enabling Runtime SpMV Format Selection through an Overhead Conscious Method.

Weijie Zhou, Yue Zhao, Xipeng Shen, Wang Chen

IEEE Trans. Parallel Distributed Syst., 2020

DIAC: An Inter-app Conflicts Detector for Open IoT Systems.

Xinyi Li, Lei Zhang, Xipeng Shen

ACM Trans. Embed. Comput. Syst., 2020

Achieving Real-Time LiDAR 3D Object Detection on a Mobile Device.

Pu Zhao, Wei Niu, Geng Yuan, Yuxuan Cai, Hsin-Hsuan Sung, Wujie Wen, Sijia Liu, Xipeng Shen, Bin Ren, Yanzhi Wang, Xue Lin

CoRR, 2020

TADOC: Text Analytics Directly on Compression.

Feng Zhang, Jidong Zhai, Xipeng Shen, Dalin Wang, Zheng Chen, Onur Mutlu, Wenguang Chen, Xiaoyong Du

CoRR, 2020

Simpler Hyperparameter Optimization for Software Analytics: Why, How, When?

Amritanshu Agrawal, Xueqi Yang, Rishabh Agrawal, Xipeng Shen, Tim Menzies

CoRR, 2020

Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices.

Wei Niu, Mengshu Sun, Zhengang Li, Jou-An Chen, Jiexiong Guan, Xipeng Shen, Yanzhi Wang, Xue Lin, Bin Ren

CoRR, 2020

CoCoPIE: Making Mobile AI Sweet As PIE -Compression-Compilation Co-Design Goes a Long Way.

Shaoshan Liu, Bin Ren, Xipeng Shen, Yanzhi Wang

CoRR, 2020

Special Issue: Graph Computing.

Hai Jin, Xipeng Shen, Róbert Lovas, Xiaofei Liao

Concurr. Comput. Pract. Exp., 2020

HISyn: human learning-inspired natural language programming.

Zifan Nan, Hui Guan, Xipeng Shen

Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

FLEET: Flexible Efficient Ensemble Training for Heterogeneous Deep Neural Networks.

Hui Guan, Laxmikant Kishor Mokadam, Xipeng Shen, Seung-Hwan Lim, Robert M. Patton

Proceedings of Machine Learning and Systems 2020, 2020

Hardware-Based Domain Virtualization for Intra-Process Isolation of Persistent Memory Objects.

Yuanchao Xu, Chencheng Ye, Yan Solihin, Xipeng Shen

Proceedings of the 47th ACM/IEEE Annual International Symposium on Computer Architecture, 2020

HARP: holistic analysis for refactoring Python-based analytics programs.

Weijie Zhou, Yue Zhao, Guoqiang Zhang, Xipeng Shen

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020

MKPipe: a compiler framework for optimizing multi-kernel workloads in OpenCL for FPGA.

Ji Liu, Abdullah-Al Kafi, Xipeng Shen, Huiyang Zhou

Proceedings of the ICS '20: 2020 International Conference on Supercomputing, 2020

Enabling Efficient Random Access to Hierarchically-Compressed Data.

Feng Zhang, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

MERR: Improving Security of Persistent Memory Objects via Efficient Memory Exposure Reduction and Randomization.

Yuanchao Xu, Yan Solihin, Xipeng Shen

Proceedings of the ASPLOS '20: Architectural Support for Programming Languages and Operating Systems, 2020

GOPipe: A Granularity-Oblivious Programming Framework for Pipelined Stencil Executions on GPU.

Chanyoung Oh, Zhen Zheng, Xipeng Shen, Jidong Zhai, Youngmin Yi

Proceedings of the PACT '20: International Conference on Parallel Architectures and Compilation Techniques, 2020

2019

How to "DODGE" Complex Software Analytics?

Amritanshu Agrawal, Wei Fu, Di Chen, Xipeng Shen, Tim Menzies

CoRR, 2019

Wootz: a compiler-based framework for fast CNN pruning via composability.

Hui Guan, Xipeng Shen, Seung-Hwan Lim

Proceedings of the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation, 2019

In-Place Zero-Space Memory Protection for CNN.

Hui Guan, Lin Ning, Zhen Lin, Xipeng Shen, Huiyang Zhou, Seung-Hwan Lim

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

IA-graph based inter-app conflicts detection in open IoT systems.

Xinyi Li, Lei Zhang, Xipeng Shen

Proceedings of the 20th ACM SIGPLAN/SIGBED International Conference on Languages, 2019

Deep reuse: streamline CNN inference on the fly via coarse-grained computation reuse.

Lin Ning, Xipeng Shen

Proceedings of the ACM International Conference on Supercomputing, 2019

Adaptive Deep Reuse: Accelerating CNN Training on the Fly.

Lin Ning, Hui Guan, Xipeng Shen

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Streamline Density Peak Clustering for Practical Adoptions.

Shuai Yang, Xipeng Shen, Min Chi

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

HiWayLib: A Software Framework for Enabling High Performance Communications for Heterogeneous Pipeline Computations.

Zhen Zheng, Chanyoung Oh, Jidong Zhai, Xipeng Shen, Youngmin Yi, Wenguang Chen

Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

2018

Efficient Document Analytics on Compressed Data: Method, Challenges, Algorithms, Insights.

Feng Zhang, Jidong Zhai, Xipeng Shen, Onur Mutlu, Wenguang Chen

Proc. VLDB Endow., 2018

LCD: A Fast Contrastive Divergence Based Algorithm for Restricted Boltzmann Machine.

Lin Ning, Randall Pittman, Xipeng Shen

Neural Networks, 2018

Editorial for the Special Issue on In-Memory Computing.

Xipeng Shen, Róbert Lovas, Xiaofei Liao

J. Parallel Distributed Comput., 2018

Resolving the GPU responsiveness dilemma through program transformations.

Qi Zhu, Bo Wu, Xipeng Shen, Kai Shen, Li Shen, Zhiying Wang

Frontiers Comput. Sci., 2018

Hyperparameter Optimization for Effort Estimation.

Tianpei Xia, Rahul Krishna, Jianfeng Chen, George Mathew, Xipeng Shen, Tim Menzies

CoRR, 2018

Why Software Effort Estimation Needs SBSE.

Tianpei Xia, Jianfeng Chen, George Mathew, Xipeng Shen, Tim Menzies

CoRR, 2018

Exploring flexible communications for streamlining DNN ensemble training pipelines.

Randall Pittman, Hui Guan, Xipeng Shen, Seung-Hwan Lim, Robert M. Patton

Proceedings of the International Conference for High Performance Computing, 2018

Bridging the gap between deep learning and sparse matrix format selection.

Yue Zhao, Jiajia Li, Chunhua Liao, Xipeng Shen

Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2018

Footprint modeling of cache associativity and granularity.

Hao Luo, Guoyang Chen, Fangzhou Liu, Pengcheng Li, Chen Ding, Xipeng Shen

Proceedings of the International Symposium on Memory Systems, 2018

Overhead-Conscious Format Selection for SpMV-Based Applications.

Yue Zhao, Weijie Zhou, Xipeng Shen, Graham Yiu

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

Taming the "Monster": Overcoming Program Optimization Challenges on SW26010 Through Precise Performance Modeling.

Shizhen Xu, Yuanchao Xu, Wei Xue, Xipeng Shen, Fang Zheng, Xiaomeng Huang, Guangwen Yang

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

Zwift: A Programming Framework for High Performance Text Analytics on Compressed Data.

Feng Zhang, Jidong Zhai, Xipeng Shen, Onur Mutlu, Wenguang Chen

Proceedings of the 32nd International Conference on Supercomputing, 2018

LEEM: Lean Elastic EM for Gaussian Mixture Model via Bounds-Based Filtering.

Shuai Yang, Xipeng Shen

Proceedings of the IEEE International Conference on Data Mining, 2018

Reuse-Centric K-Means Configuration.

Hui Guan, Yufei Ding, Xipeng Shen, Hamid Krim

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

FALCON: A Fast Drop-In Replacement of Citation KNN for Multiple Instance Learning.

Shuai Yang, Xipeng Shen

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Rethinking compilers in the rise of machine learning and AI (keynote).

Xipeng Shen

Proceedings of the 27th International Conference on Compiler Construction, 2018

2017

Optimizing Data Placement on GPU Memory: A Portable Approach.

Guoyang Chen, Xipeng Shen, Bo Wu, Dong Li

IEEE Trans. Computers, 2017

GLORE: generalized loop redundancy elimination upon LER-notation.

Yufei Ding, Xipeng Shen

Proc. ACM Program. Lang., 2017

Understanding co-run performance on CPU-GPU integrated processors: observations, insights, directions.

Qi Zhu, Bo Wu, Xipeng Shen, Kai Shen, Li Shen, Zhiying Wang

Frontiers Comput. Sci., 2017

Egeria: a framework for automatic synthesis of HPC advising tools through multi-layered natural language processing.

Hui Guan, Xipeng Shen, Hamid Krim

Proceedings of the International Conference for High Performance Computing, 2017

POSTER: An Infrastructure for HPC Knowledge Sharing and Reuse.

Yue Zhao, Chunhua Liao, Xipeng Shen

Proceedings of the 22nd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2017

EffiSha: A Software Framework for Enabling Effficient Preemptive Scheduling of GPU.

Guoyang Chen, Yue Zhao, Xipeng Shen, Huiyang Zhou

Proceedings of the 22nd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2017

Generalizations of the theory and deployment of triangular inequality for compiler-based strength reduction.

Yufei Ding, Lin Ning, Hui Guan, Xipeng Shen

Proceedings of the 38th ACM SIGPLAN Conference on Programming Language Design and Implementation, 2017

Versapipe: a versatile programming framework for pipelined computing on GPU.

Zhen Zheng, Chanyoung Oh, Jidong Zhai, Xipeng Shen, Youngmin Yi, Wenguang Chen

Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture, 2017

Efficient support of position independence on non-volatile memory.

Guoyang Chen, Lei Zhang, Richa Budhiraja, Xipeng Shen, Youfeng Wu

Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture, 2017

Bridging the gap between memory performance and massive parallelism: the critical role of programming systems innovations (keynote).

Xipeng Shen

Proceedings of the 2017 ACM SIGPLAN International Symposium on Memory Management, 2017

Co-Run Scheduling with Power Cap on Integrated CPU-GPU Systems.

Qi Zhu, Bo Wu, Xipeng Shen, Li Shen, Zhiying Wang

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium, 2017

Sweet KNN: An Efficient KNN on GPU through Reconciliation between Redundancy Removal and Regularity.

Guoyang Chen, Yufei Ding, Xipeng Shen

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

POSTER: Bridging the Gap Between Deep Learning and Sparse Matrix Format Selection.

Yue Zhao, Jiajia Li, Chunhua Liao, Xipeng Shen

Proceedings of the 26th International Conference on Parallel Architectures and Compilation Techniques, 2017

POSTER: Cutting the Fat: Speeding Up RBM for Fast Deep Learning Through Generalized Redundancy Elimination.

Lin Ning, Randall Pittman, Xipeng Shen

Proceedings of the 26th International Conference on Parallel Architectures and Compilation Techniques, 2017

2016

Examining and Reducing the Influence of Sampling Errors on Feedback-Driven Optimizations.

Mingzhou Zhou, Bo Wu, Xipeng Shen, Yaoqing Gao, Graham Yiu

ACM Trans. Archit. Code Optim., 2016

Tuning for software analytics: Is it really necessary?

Wei Fu, Tim Menzies, Xipeng Shen

Inf. Softw. Technol., 2016

Data-centric combinatorial optimization of parallel code.

Hao Luo, Guoyang Chen, Pengcheng Li, Chen Ding, Xipeng Shen

Proceedings of the 21st ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2016

Coherence-Free Multiview: Enabling Reference-Discerning Data Placement on GPU.

Guoyang Chen, Xipeng Shen

Proceedings of the 2016 International Conference on Supercomputing, 2016

Towards Ontology-Based Program Analysis.

Yue Zhao, Guoyang Chen, Chunhua Liao, Xipeng Shen

Proceedings of the 30th European Conference on Object-Oriented Programming, 2016

The workshop on compiler-driven performance.

Xipeng Shen, Clark Verbrugge, Daniel Neilson, Arpith C. Jacob

Proceedings of the 26th Annual International Conference on Computer Science and Software Engineering, 2016

OpenCL-based erasure coding on heterogeneous architectures.

Guoyang Chen, Huiyang Zhou, Xipeng Shen, Joshua Gahm, Narayan Venkat, Skip Booth, John Marshall

Proceedings of the 27th IEEE International Conference on Application-specific Systems, 2016

2015

TOP: A Framework for Enabling Algorithmic Optimizations for Distance-Related Problems.

Yufei Ding, Xipeng Shen, Madanlal Musuvathi, Todd Mytkowicz

Proc. VLDB Endow., 2015

Enabling Portable Optimizations of Data Placement on GPU.

Guoyang Chen, Bo Wu, Dong Li, Xipeng Shen

IEEE Micro, 2015

Enhancing domain specific language implementations through ontology.

Chunhua Liao, Pei-Hung Lin, Daniel J. Quinlan, Yue Zhao, Xipeng Shen

Proceedings of the 5th International Workshop on Domain-Specific Languages and High-Level Frameworks for High Performance Computing, 2015

Autotuning algorithmic choice for input sensitivity.

Yufei Ding, Jason Ansel, Kalyan Veeramachaneni, Xipeng Shen, Una-May O'Reilly, Saman P. Amarasinghe

Proceedings of the 36th ACM SIGPLAN Conference on Programming Language Design and Implementation, 2015

Free launch: optimizing GPU dynamic kernel launches through thread reuse.

Guoyang Chen, Xipeng Shen

Proceedings of the 48th International Symposium on Microarchitecture, 2015

Enabling and Exploiting Flexible Task Assignment on GPU through SM-Centric Program Transformations.

Bo Wu, Guoyang Chen, Dong Li, Xipeng Shen, Jeffrey S. Vetter

Proceedings of the 29th ACM on International Conference on Supercomputing, 2015

Yinyang K-Means: A Drop-In Replacement of the Classic K-Means with Consistent Speedup.

Yufei Ding, Yue Zhao, Xipeng Shen, Madanlal Musuvathi, Todd Mytkowicz

Proceedings of the 32nd International Conference on Machine Learning, 2015

Software Engagement with Sleeping CPUs.

Qi Zhu, Meng Zhu, Bo Wu, Xipeng Shen, Kai Shen, Zhiying Wang

Proceedings of the 15th Workshop on Hot Topics in Operating Systems, 2015

14th compiler-driven performance workshop.

Ondrej Lhoták, Xipeng Shen, Ettore Tiotto, Martin Hirzel, Clark Verbrugge

Proceedings of 25th Annual International Conference on Computer Science and Software Engineering, 2015

On-the-Fly Principled Speculation for FSM Parallelization.

Zhijia Zhao, Xipeng Shen

Proceedings of the Twentieth International Conference on Architectural Support for Programming Languages and Operating Systems, 2015

2014

Space-efficient multi-versioning for input-adaptive feedback-driven program optimizations.

Mingzhou Zhou, Xipeng Shen, Yaoqing Gao, Graham Yiu

Proceedings of the 2014 ACM International Conference on Object Oriented Programming Systems Languages & Applications, 2014

Call sequence prediction through probabilistic calling automata.

Zhijia Zhao, Bo Wu, Mingzhou Zhou, Yufei Ding, Jianhua Sun, Xipeng Shen, Youfeng Wu

Proceedings of the 2014 ACM International Conference on Object Oriented Programming Systems Languages & Applications, 2014

PORPLE: An Extensible Optimizer for Portable Data Placement on GPU.

Guoyang Chen, Bo Wu, Dong Li, Xipeng Shen

Proceedings of the 47th Annual IEEE/ACM International Symposium on Microarchitecture, 2014

Understanding Co-run Degradations on Integrated Heterogeneous Processors.

Qi Zhu, Bo Wu, Xipeng Shen, Li Shen, Zhiying Wang

Proceedings of the Languages and Compilers for Parallel Computing, 2014

Localization of concurrency bugs using shared memory access pairs.

Wenwen Wang, Zhenjiang Wang, Chenggang Wu, Pen-Chung Yew, Xipeng Shen, Xiang Yuan, Jianjun Li, Xiaobing Feng, Yong Guan

Proceedings of the ACM/IEEE International Conference on Automated Software Engineering, 2014

SatScore: uncovering and avoiding a principled pitfall in responsiveness measurements of app launches.

Zhijia Zhao, Mingzhou Zhou, Xipeng Shen

Proceedings of the 2014 ACM Conference on Ubiquitous Computing, UbiComp '14, Seattle, WA, 2014

Challenging the "embarrassingly sequential": parallelizing finite state machine-based computations through principled speculation.

Zhijia Zhao, Bo Wu, Xipeng Shen

Proceedings of the Architectural Support for Programming Languages and Operating Systems, 2014

Finding the limit: examining the potential and complexity of compilation scheduling for JIT-based runtime systems.

Yufei Ding, Mingzhou Zhou, Zhijia Zhao, Sarah Eisenstat, Xipeng Shen

Proceedings of the Architectural Support for Programming Languages and Operating Systems, 2014

SM-centric transformation: circumventing hardware restrictions for flexible GPU scheduling.

Bo Wu, Guoyang Chen, Dong Li, Xipeng Shen, Jeffrey S. Vetter

Proceedings of the International Conference on Parallel Architectures and Compilation, 2014

2013

HPar: A practical parallel parser for HTML-taming HTML complexities for parallel parsing.

Zhijia Zhao, Michael Bebenita, Dave Herman, Jianhua Sun, Xipeng Shen

ACM Trans. Archit. Code Optim., 2013

An Infrastructure for Tackling Input-Sensitivity of GPU Program Optimizations.

Xipeng Shen, Yixun Liu, Eddy Z. Zhang, Poornima Bhamidipati

Int. J. Parallel Program., 2013

Complexity analysis and algorithm design for reorganizing data to minimize non-coalesced memory accesses on GPU.

Bo Wu, Zhijia Zhao, Eddy Zheng Zhang, Yunlian Jiang, Xipeng Shen

Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2013

Software-level scheduling to exploit non-uniformly shared data cache on GPGPU.

Bo Wu, Weilin Wang, Xipeng Shen

Proceedings of the ACM SIGPLAN Workshop on Memory Systems Performance and Correctness, 2013

A Versatile Performance and Energy Simulation Tool for Composite GPU Global Memory.

Bin Wang, Yizheng Jiao, Weikuan Yu, Xipeng Shen, Dong Li, Jeffrey S. Vetter

Proceedings of the 2013 IEEE 21st International Symposium on Modelling, 2013

Simple Profile Rectifications Go a Long Way - Statistically Exploring and Alleviating the Effects of Sampling Errors for Program Optimizations.

Bo Wu, Mingzhou Zhou, Xipeng Shen, Yaoqing Gao, Raúl Silvera, Graham Yiu

Proceedings of the ECOOP 2013 - Object-Oriented Programming, 2013

Profmig: A framework for flexible migration of program profiles across software versions.

Mingzhou Zhou, Bo Wu, Yufei Ding, Xipeng Shen

Proceedings of the 2013 IEEE/ACM International Symposium on Code Generation and Optimization, 2013

Exploring hybrid memory for GPU energy efficiency through software-hardware co-design.

Bin Wang, Bo Wu, Dong Li, Xipeng Shen, Weikuan Yu, Yizheng Jiao, Jeffrey S. Vetter

Proceedings of the 22nd International Conference on Parallel Architectures and Compilation Techniques, 2013

2012

The Significance of CMP Cache Sharing on Contemporary Multithreaded Applications.

Eddy Z. Zhang, Yunlian Jiang, Xipeng Shen

IEEE Trans. Parallel Distributed Syst., 2012

A study towards optimal data layout for GPU computing.

Eddy Z. Zhang, Han Li, Xipeng Shen

Proceedings of the 2012 ACM SIGPLAN workshop on Memory Systems Performance and Correctness: held in conjunction with PLDI '12, 2012

Exploiting inter-sequence correlations for program behavior prediction.

Bo Wu, Zhijia Zhao, Xipeng Shen, Yunlian Jiang, Yaoqing Gao, Raúl Silvera

Proceedings of the 27th Annual ACM SIGPLAN Conference on Object-Oriented Programming, 2012

Optimal Co-Scheduling to Minimize Makespan on Chip Multiprocessors.

Kai Tian, Yunlian Jiang, Xipeng Shen, Weizhen Mao

Proceedings of the Job Scheduling Strategies for Parallel Processing, 2012

One stone two birds: synchronization relaxation and redundancy removal in GPU-CPU translation.

Ziyu Guo, Bo Wu, Xipeng Shen

Proceedings of the International Conference on Supercomputing, 2012

Speculative parallelization needs rigor: probabilistic analysis for optimal speculation of finite-state machine applications.

Zhijia Zhao, Bo Wu, Xipeng Shen

Proceedings of the International Conference on Parallel Architectures and Compilation Techniques, 2012

2011

The Complexity of Optimal Job Co-Scheduling on Chip Multiprocessors and Heuristics-Based Solutions.

Yunlian Jiang, Kai Tian, Xipeng Shen, Jinghe Zhang, Jie Chen, Rahul Tripathi

IEEE Trans. Parallel Distributed Syst., 2011

A step towards transparent integration of input-consciousness into dynamic program optimizations.

Kai Tian, Eddy Z. Zhang, Xipeng Shen

Proceedings of the 26th Annual ACM SIGPLAN Conference on Object-Oriented Programming, 2011

Fine-Grained Treatment to Synchronizations in GPU-to-CPU Translation.

Ziyu Guo, Xipeng Shen

Proceedings of the Languages and Compilers for Parallel Computing, 2011

On-the-fly elimination of dynamic irregularities for GPU computing.

Eddy Z. Zhang, Yunlian Jiang, Ziyu Guo, Kai Tian, Xipeng Shen

Proceedings of the 16th International Conference on Architectural Support for Programming Languages and Operating Systems, 2011

Enhancing Data Locality for Dynamic Simulations through Asynchronous Data Transformations and Adaptive Control.

Bo Wu, Eddy Z. Zhang, Xipeng Shen

Proceedings of the 2011 International Conference on Parallel Architectures and Compilation Techniques, 2011

Correctly Treating Synchronizations in Compiling Fine-Grained SPMD-Threaded Programs for CPU.

Ziyu Guo, Eddy Zheng Zhang, Xipeng Shen

Proceedings of the 2011 International Conference on Parallel Architectures and Compilation Techniques, 2011

2010

Does cache sharing on modern CMP matter to the performance of contemporary multithreaded programs?

Eddy Z. Zhang, Yunlian Jiang, Xipeng Shen

Proceedings of the 15th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2010

An input-centric paradigm for program dynamic optimizations.

Kai Tian, Yunlian Jiang, Eddy Z. Zhang, Xipeng Shen

Proceedings of the 25th Annual ACM SIGPLAN Conference on Object-Oriented Programming, 2010

LU Decomposition on Cell Broadband Engine: An Empirical Study to Exploit Heterogeneous Chip Multiprocessors.

Feng Mao, Xipeng Shen

Proceedings of the Network and Parallel Computing, IFIP International Conference, 2010

Array Regrouping on CMP with Non-uniform Cache Sharing.

Yunlian Jiang, Eddy Z. Zhang, Xipeng Shen, Yaoqing Gao, Roch Archambault

Proceedings of the Languages and Compilers for Parallel Computing, 2010

Streamlining GPU applications on the fly: thread divergence elimination through runtime thread-data remapping.

Eddy Z. Zhang, Yunlian Jiang, Ziyu Guo, Xipeng Shen

Proceedings of the 24th International Conference on Supercomputing, 2010

Combining Locality Analysis with Online Proactive Job Co-scheduling in Chip Multiprocessors.

Yunlian Jiang, Kai Tian, Xipeng Shen

Proceedings of the High Performance Embedded Architectures and Compilers, 2010

Exploiting statistical correlations for proactive prediction of program behaviors.

Yunlian Jiang, Eddy Z. Zhang, Kai Tian, Feng Mao, Malcom Gethers, Xipeng Shen, Yaoqing Gao

Proceedings of the CGO 2010, 2010

Is Reuse Distance Applicable to Data Locality Analysis on Chip Multiprocessors?

Yunlian Jiang, Eddy Z. Zhang, Kai Tian, Xipeng Shen

Proceedings of the Compiler Construction, 19th International Conference, 2010

2009

Program locality analysis using reuse distance.

Yutao Zhong, Xipeng Shen, Chen Ding

ACM Trans. Program. Lang. Syst., 2009

The study and handling of program inputs in the selection of garbage collectors.

Xipeng Shen, Feng Mao, Kai Tian, Eddy Z. Zhang

ACM SIGOPS Oper. Syst. Rev., 2009

Influence of program inputs on the selection of garbage collectors.

Feng Mao, Eddy Z. Zhang, Xipeng Shen

Proceedings of the 5th International Conference on Virtual Execution Environments, 2009

A cross-input adaptive framework for GPU program optimizations.

Yixun Liu, Eddy Z. Zhang, Xipeng Shen

Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

Speculation with Little Wasting: Saving Cost in Software Speculation through Transparent Learning.

Yunlian Jiang, Feng Mao, Xipeng Shen

Proceedings of the 15th IEEE International Conference on Parallel and Distributed Systems, 2009

Cross-Input Learning and Discriminative Prediction in Evolvable Virtual Machines.

Feng Mao, Xipeng Shen

Proceedings of the CGO 2009, 2009

A study on optimally co-scheduling jobs of different lengths on chip multiprocessors.

Kai Tian, Yunlian Jiang, Xipeng Shen

Proceedings of the 6th Conference on Computing Frontiers, 2009

2008

Scalable Implementation of Efficient Locality Approximation.

Xipeng Shen, Jonathan Shaw

Proceedings of the Languages and Compilers for Parallel Computing, 2008

Adaptive speculation in behavior-oriented parallelization.

Yunlian Jiang, Xipeng Shen

Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

Adaptive Software Speculation for Enhancing the Cost-Efficiency of Behavior-Oriented Parallelization.

Yunlian Jiang, Xipeng Shen

Proceedings of the 2008 International Conference on Parallel Processing, 2008

Exploration of the Influence of Program Inputs on CMP Co-scheduling.

Yunlian Jiang, Xipeng Shen

Proceedings of the Euro-Par 2008, 2008

Analysis and approximation of optimal co-scheduling on chip multiprocessors.

Yunlian Jiang, Xipeng Shen, Jie Chen, Rahul Tripathi

Proceedings of the 17th International Conference on Parallel Architectures and Compilation Techniques, 2008

2007

Miss Rate Prediction Across Program Inputs and Cache Configurations.

Yutao Zhong, Steven G. Dropsho, Xipeng Shen, Ahren Studer, Chen Ding

IEEE Trans. Computers, 2007

Predicting locality phases for dynamic memory optimization.

Xipeng Shen, Yutao Zhong, Chen Ding

J. Parallel Distributed Comput., 2007

Locality approximation using time.

Xipeng Shen, Jonathan Shaw, Brian Meeker, Chen Ding

Proceedings of the 34th ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages, 2007

Software behavior oriented parallelization.

Chen Ding, Xipeng Shen, Kirk Kelsey, Chris Tice, Ruke Huang, Chengliang Zhang

Proceedings of the ACM SIGPLAN 2007 Conference on Programming Language Design and Implementation, 2007

Modeling Relations between Inputs and Dynamic Behavior for General Programs.

Xipeng Shen, Feng Mao

Proceedings of the Languages and Compilers for Parallel Computing, 2007

A Key-based Adaptive Transactional Memory Executor.

Tongxin Bai, Xipeng Shen, Chengliang Zhang, William N. Scherer III, Chen Ding, Michael L. Scott

Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

Analysis of input-dependent program behavior using active profiling.

Xipeng Shen, Michael L. Scott, Chengliang Zhang, Sandhya Dwarkadas, Chen Ding, Mitsunori Ogihara

Proceedings of the Workshop on Experimental Computer Science, 2007

Bridging Inputs and Program Dynamic Behavior.

Xipeng Shen, Feng Mao

Proceedings of the 16th International Conference on Parallel Architectures and Compilation Techniques (PACT 2007), 2007

2006

Program-level adaptive memory management.

Chengliang Zhang, Kirk Kelsey, Xipeng Shen, Chen Ding, Matthew Hertz, Mitsunori Ogihara

Proceedings of the 5th International Symposium on Memory Management, 2006

2005

Parallelization of Utility Programs Based on Behavior Phase Analysis.

Xipeng Shen, Chen Ding

Proceedings of the Languages and Compilers for Parallel Computing, 2005

Lightweight reference affinity analysis.

Xipeng Shen, Yaoqing Gao, Chen Ding, Roch Archambault

Proceedings of the 19th Annual International Conference on Supercomputing, 2005

Gated memory control for memory monitoring, leak detection and garbage collection.

Chen Ding, Chengliang Zhang, Xipeng Shen, Mitsunori Ogihara

Proceedings of the 2005 workshop on Memory System Performance, 2005

2004

Learning multi-label scene classification.

Matthew R. Boutell, Jiebo Luo, Xipeng Shen, Christopher M. Brown

Pattern Recognit., 2004

Multilabel machine learning and its application to semantic scene classification.

Xipeng Shen, Matthew R. Boutell, Jiebo Luo, Christopher M. Brown

Proceedings of the Storage and Retrieval Methods and Applications for Multimedia 2004, 2004

Array regrouping and structure splitting using whole-program reference affinity.

Yutao Zhong, Maksim Orlovich, Xipeng Shen, Chen Ding

Proceedings of the ACM SIGPLAN 2004 Conference on Programming Language Design and Implementation 2004, 2004

Phase-Based Miss Rate Prediction Across Program Inputs.

Xipeng Shen, Yutao Zhong, Chen Ding

Proceedings of the Languages and Compilers for High Performance Computing, 2004

Adaptive Data Partition for Sorting Using Probability Distribution.

Xipeng Shen, Chen Ding

Proceedings of the 33rd International Conference on Parallel Processing (ICPP 2004), 2004

Locality phase prediction.

Xipeng Shen, Yutao Zhong, Chen Ding

Proceedings of the 11th International Conference on Architectural Support for Programming Languages and Operating Systems, 2004

2003

A Hierarchical Model of Reference Affinity.

Yutao Zhong, Xipeng Shen, Chen Ding

Proceedings of the Languages and Compilers for Parallel Computing, 2003

2001

The study of the effect of training set on statistical language modeling.

Xipeng Shen, Bo Xu

Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

Study and auto-detection of stress based on tonal pitch range in Mandarin.

Xipeng Shen, Bo Xu

Proceedings of the EUROSPEECH 2001 Scandinavia, 2001