Xipeng Shen

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 136

Top Venues

Publications

Yuanchao Xu, James Pangia, Chencheng Ye, Yan Solihin, Xipeng Shen
Data Enclave: A Data-Centric Trusted Execution Environment. HPCA (2024)
Yushu Wu, Chao Wu, Geng Yuan, Yanyu Li, Weichao Guo, Jing Rao, Xipeng Shen, Bin Ren, Yanzhi Wang
DACO: Pursuing Ultra-low Power Consumption via DNN-Adaptive CPU-GPU CO-optimization on Mobile Devices. DATE (2024)
Xinning Hui, Yuanchao Xu, Zhishan Guo, Xipeng Shen
ESG: Pipeline-Conscious Efficient Scheduling of DNN Workflows on Serverless Platforms with Shareable GPUs. CoRR (2024)
Wei Niu, Md Musfiqur Rahman Sanim, Zhihao Shu, Jiexiong Guan, Xipeng Shen, Miao Yin, Gagan Agrawal, Bin Ren
SmartMem: Layout Transformation Elimination and Adaptation for Efficient DNN Execution on Mobile. ASPLOS (3) (2024)
Wei Niu, Md Musfiqur Rahman Sanim, Zhihao Shu, Jiexiong Guan, Xipeng Shen, Miao Yin, Gagan Agrawal, Bin Ren
SmartMem: Layout Transformation Elimination and Adaptation for Efficient DNN Execution on Mobile. CoRR (2024)
Kezhao Huang, Jidong Zhai, Liyan Zheng, Haojie Wang, Yuyang Jin, Qihao Zhang, Runqing Zhang, Zhen Zheng, Youngmin Yi, Xipeng Shen
WiseGraph: Optimizing GNN with Joint Workload Partition of Graph and Operations. EuroSys (2024)
Guoqiang Zhang, Benjamin Mariano, Xipeng Shen, Isil Dillig
Automated Translation of Functional Big Data Queries to SQL. Proc. ACM Program. Lang. 7 (OOPSLA1) (2023)
Hsin-Hsuan Sung, Jou-An Chen, Wei Niu, Jiexiong Guan, Bin Ren, Xipeng Shen
Decentralized Application-Level Adaptive Scheduling for Multi-Instance DNNs on Open Mobile Devices. USENIX Annual Technical Conference (2023)
Jou-An Chen, Hsin-Hsuan Sung, Xipeng Shen, Sutanay Choudhury, Ang Li
BitGNN: Unleashing the Performance Potential of Binary Graph Neural Networks on GPUs. ICS (2023)
Rui Xue, Xipeng Shen, Ruozhou Yu, Xiaorui Liu
Efficient Large Language Models Fine-Tuning On Graphs. CoRR (2023)
Feng Zhang, Ruofan Wu, Jiawei Guan, Zhen Zheng, Xiaoguang Guo, Xiao Zhang, Xiaoyong Du, Xipeng Shen
Expanding the Edge: Enabling Efficient Winograd CNN Inference With Deep Reuse on Edge Device. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Jou-An Chen, Hsin-Hsuan Sung, Xipeng Shen, Sutanay Choudhury, Ang Li
BitGNN: Unleashing the Performance Potential of Binary Graph Neural Networks on GPUs. CoRR (2023)
Jou-An Chen, Hsin-Hsuan Sung, Xipeng Shen, Nathan R. Tallent, Kevin J. Barker, Ang Li
Accelerating matrix-centric graph processing on GPUs through bit-level optimizations. J. Parallel Distributed Comput. 177 (2023)
Zheng Chen, Feng Zhang, Jiawei Guan, Jidong Zhai, Xipeng Shen, Huanchen Zhang, Wentong Shu, Xiaoyong Du
CompressGraph: Efficient Parallel Graph Analytics with Rule-Based Compression. Proc. ACM Manag. Data 1 (1) (2023)
Chencheng Ye, Yuanchao Xu, Xipeng Shen, Yan Sha, Xiaofei Liao, Hai Jin, Yan Solihin
SpecPMT: Speculative Logging for Resolving Crash Consistency Overhead of Persistent Memory. ASPLOS (2) (2023)
Jou-An Chen, Wei Niu, Bin Ren, Yanzhi Wang, Xipeng Shen
Survey: Exploiting Data Redundancy for Optimization of Deep Learning. ACM Comput. Surv. 55 (10) (2023)
Chencheng Ye, Yuanchao Xu, Xipeng Shen, Yan Sha, Xiaofei Liao, Hai Jin, Yan Solihin
Reconciling Selective Logging and Hardware Persistent Memory Transaction. HPCA (2023)
Jiesong Liu, Feng Zhang, Jiawei Guan, Hsin-Hsuan Sung, Xiaoguang Guo, Xiaoyong Du, Xipeng Shen
Space-Efficient TREC for Enabling Deep Learning on Microcontrollers. ASPLOS (3) (2023)
Ruofan Wu, Feng Zhang, Jiawei Guan, Zhen Zheng, Xiaoyong Du, Xipeng Shen
DREW: Efficient Winograd CNN Inference with Deep Reuse. WWW (2022)
Zifan Nan, Xipeng Shen, Hui Guan
Enabling Near Real-Time NLU-Driven Natural Language Programming through Dynamic Grammar Graph-Based Translation. CGO (2022)
Patrick J. Flynn, Tristan Vanderbruggen, Chunhua Liao, Pei-Hung Lin, Murali Emani, Xipeng Shen
Finding Reusable Machine Learning Components to Build Programming Language Processing Pipelines. CoRR (2022)
Yuanchao Xu, Chencheng Ye, Yan Solihin, Xipeng Shen
FFCCD: fence-free crash-consistent concurrent defragmentation for persistent memory. ISCA (2022)
Jou-An Chen, Hsin-Hsuan Sung, Xipeng Shen, Nathan R. Tallent, Kevin J. Barker, Ang Li
Bit-GraphBLAS: Bit-Level Optimizations of Matrix-Centric Graph Processing on GPU. IPDPS (2022)
Feng Zhang, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du
POCLib: A High-Performance Framework for Enabling Near Orthogonal Processing on Compression. IEEE Trans. Parallel Distributed Syst. 33 (2) (2022)
Tianpei Xia, Rui Shu, Xipeng Shen, Tim Menzies
Sequential Model Optimization for Software Effort Estimation. IEEE Trans. Software Eng. 48 (6) (2022)
Nihat Mert Cicek, Xipeng Shen, Ozcan Ozturk
Energy Efficient Boosting of GEMM Accelerators for DNN via Reuse. ACM Trans. Design Autom. Electr. Syst. 27 (5) (2022)
Mitchell Young, Zifan Nan, Xipeng Shen
IDE Augmented with Human-Learning Inspired Natural Language Programming. ICSE-Companion (2022)
Jou-An Chen, Hsin-Hsuan Sung, Nathan R. Tallent, Kevin J. Barker, Xipeng Shen, Ang Li
Bit-GraphBLAS: Bit-Level Optimizations of Matrix-Centric Graph Processing on GPU. CoRR (2022)
Xiaofeng Li, Bin Ren, Xipeng Shen, Yanzhi Wang
CoCoPIE XGen: A Full-Stack AI-Oriented Optimizing Framework. CoRR (2022)
Zifan Nan, Mithil Dave, Xipeng Shen, Chunhua Liao, Tristan Vanderbruggen, Pei-Hung Lin, Murali Emani
Interactive NLU-Powered Ontology-Based Workflow Synthesis for FAIR Support of HPC. HUST@SC (2022)
Nihat Mert Cicek, Lin Ning, Ozcan Ozturk, Xipeng Shen
General Reuse-Centric CNN Accelerator. IEEE Trans. Computers 71 (4) (2022)
Amritanshu Agrawal, Xueqi Yang, Rishabh Agrawal, Rahul Yedida, Xipeng Shen, Tim Menzies
Simpler Hyperparameter Optimization for Software Analytics: Why, How, When? IEEE Trans. Software Eng. 48 (8) (2022)
Jiawei Guan, Feng Zhang, Jiesong Liu, Hsin-Hsuan Sung, Ruofan Wu, Xiaoyong Du, Xipeng Shen
TREC: Transient Redundancy Elimination-based Convolution. NeurIPS (2022)
Wei Niu, Jiexiong Guan, Xipeng Shen, Yanzhi Wang, Gagan Agrawal, Bin Ren
: A Globally Optimizing Compiler for Mapping DNNs to Mobile DSPs. MICRO (2022)
Patrick J. Flynn, Tristan Vanderbruggen, Chunhua Liao, Pei-Hung Lin, Murali Emani, Xipeng Shen
Finding Reusable Machine Learning Components to Build Programming Language Processing Pipelines. ECSA (Tracks and Workshops) (2022)
Jou-An Chen, Wei Niu, Bin Ren, Yanzhi Wang, Xipeng Shen
Survey: Exploiting Data Redundancy for Optimization of Deep Learning. CoRR (2022)
Zaifeng Pan, Feng Zhang, Yanliang Zhou, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du
Exploring Data Analytics Without Decompression on Embedded GPU Systems. IEEE Trans. Parallel Distributed Syst. 33 (7) (2022)
Chencheng Ye, Yuanchao Xu, Xipeng Shen, Hai Jin, Xiaofei Liao, Yan Solihin
Preserving Addressability Upon GC-Triggered Data Movements on Non-Volatile Memory. ACM Trans. Archit. Code Optim. 19 (2) (2022)
Sixing Yu, Murali Emani, Chunhua Liao, Pei-Hung Lin, Tristan Vanderbruggen, Xipeng Shen, Ali Jannesari
Towards Seamless Management of AI Models in High-Performance Computing. CoRR (2022)
Hsin-Hsuan Sung, Yuanchao Xu, Jiexiong Guan, Wei Niu, Bin Ren, Yanzhi Wang, Shaoshan Liu, Xipeng Shen
Brief Industry Paper: Enabling Level-4 Autonomous Driving on a Single $1k Off-the-Shelf Card. RTAS (2022)
Yuanchao Xu, Chencheng Ye, Xipeng Shen, Yan Solihin
Temporal Exposure Reduction Protection for Persistent Memory. HPCA (2022)
Hsin-Hsuan Sung, Yuanchao Xu, Jiexiong Guan, Wei Niu, Shaoshan Liu, Bin Ren, Yanzhi Wang, Xipeng Shen
Enabling Level-4 Autonomous Driving on a Single 1 Off-the-Shelf Card. CoRR (2021)
Yuanchao Xu, Mehmet Esat Belviranli, Xipeng Shen, Jeffrey S. Vetter
PCCS: Processor-Centric Contention-aware Slowdown Model for Heterogeneous System-on-Chips. MICRO (2021)
Jialiang Tan, Yu Chen, Zhenming Liu, Bin Ren, Shuaiwen Leon Song, Xipeng Shen, Xu Liu
Toward efficient interactions between Python and native libraries. ESEC/SIGSOFT FSE (2021)
Zifan Nan, Hui Guan, Xipeng Shen, Chunhua Liao
Deep NLP-based co-evolvement for synthesizing code analysis from natural language. CC (2021)
Chencheng Ye, Yuanchao Xu, Xipeng Shen, Xiaofei Liao, Hai Jin, Yan Solihin
Hardware-Based Address-Centric Acceleration of Key-Value Store. HPCA (2021)
Feng Zhang, Zaifeng Pan, Yanliang Zhou, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du
G-TADOC: Enabling Efficient GPU-Based Text Analytics without Decompression. CoRR (2021)
Xipeng Shen, Guoqiang Zhang, Irene Dea, Samantha Andow, Emilio Arroyo-Fang, Neal Gafter, Johann George, Melissa Grueter, Erik Meijer, Steffi Stumpos, Alanna Tempest, Christy Warden, Shannon Yang
Coarsening Optimization for Differentiable Programming. CoRR (2021)
Feng Zhang, Jidong Zhai, Xipeng Shen, Dalin Wang, Zheng Chen, Onur Mutlu, Wenguang Chen, Xiaoyong Du
TADOC: Text analytics directly on compression. VLDB J. 30 (2) (2021)
Feng Zhang, Zaifeng Pan, Yanliang Zhou, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du
G-TADOC: Enabling Efficient GPU-Based Text Analytics without Decompression. ICDE (2021)
Lijun Zhang, Hui Guan, Yufei Ding, Xipeng Shen, Hamid Krim
Reuse-centric k-means configuration. Inf. Syst. 100 (2021)
Hui Guan, Xipeng Shen, Hamid Krim
An Automatic Synthesizer of Advising Tools for High Performance Computing. IEEE Trans. Parallel Distributed Syst. 32 (2) (2021)
Ruofan Wu, Feng Zhang, Zhen Zheng, Xiaoyong Du, Xipeng Shen
Exploring deep reuse in winograd CNN inference. PPoPP (2021)
Hui Guan, Umana Chaudhary, Yuanchao Xu, Lin Ning, Lijun Zhang, Xipeng Shen
Recurrent Neural Networks Meet Context-Free Grammar: Two Birds with One Stone. ICDM (2021)
Naveed Ul Mustafa, Yuanchao Xu, Xipeng Shen, Yan Solihin
Seeds of SEED: New Security Challenges for Persistent Memory. SEED (2021)
Lin Ning, Guoyang Chen, Weifeng Zhang, Xipeng Shen
Simple Augmentation Goes a Long Way: ADRL for DNN Quantization. ICLR (2021)
Amritanshu Agrawal, Wei Fu, Di Chen, Xipeng Shen, Tim Menzies
How to "DODGE" Complex Software Analytics. IEEE Trans. Software Eng. 47 (10) (2021)
Shuai Yang, Xipeng Shen, Seung-Hwan Lim
Revisit the Scalability of Deep Auto-Regressive Models for Graph Generation. IJCNN (2021)
Jialiang Tan, Yu Chen, Zhenming Liu, Bin Ren, Shuaiwen Leon Song, Xipeng Shen, Xu Liu
Toward Efficient Interactions between Python and Native Libraries. CoRR (2021)
Pu Zhao, Wei Niu, Geng Yuan, Yuxuan Cai, Hsin-Hsuan Sung, Shaoshan Liu, Sijia Liu, Xipeng Shen, Bin Ren, Yanzhi Wang, Xue Lin
Brief Industry Paper: Towards Real-Time 3D Object Detection for Autonomous Vehicles with Pruning Search. RTAS (2021)
Wei Niu, Mengshu Sun, Zhengang Li, Jou-An Chen, Jiexiong Guan, Xipeng Shen, Yanzhi Wang, Sijia Liu, Xue Lin, Bin Ren
RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices. AAAI (2021)
Chencheng Ye, Yuanchao Xu, Xipeng Shen, Xiaofei Liao, Hai Jin, Yan Solihin
Supporting Legacy Libraries on Non-Volatile Memory: A User-Transparent Approach. ISCA (2021)
Gaurav Verma, Murali Emani, Chunhua Liao, Pei-Hung Lin, Tristan Vanderbruggen, Xipeng Shen, Barbara M. Chapman
HPCFAIR: Enabling FAIR AI for HPC Applications. MLHPC@SC (2021)
Kezhao Huang, Jidong Zhai, Zhen Zheng, Youngmin Yi, Xipeng Shen
Understanding and bridging the gaps in current GNN performance optimizations. PPoPP (2021)
Jianfeng Chen, Xipeng Shen, Tim Menzies
Faster SAT Solving for Software with Repeated Structures (with Case Studies on Software Test Suite Minimization). CoRR (2021)
Hui Guan, Shaoshan Liu, Xiaolong Ma, Wei Niu, Bin Ren, Xipeng Shen, Yanzhi Wang, Pu Zhao
CoCoPIE: enabling real-time AI on off-the-shelf mobile devices via compression-compilation co-design. Commun. ACM 64 (6) (2021)
Chunhua Liao, Pei-Hung Lin, Gaurav Verma, Tristan Vanderbruggen, Murali Emani, Zifan Nan, Xipeng Shen
HPC Ontology: Towards a Unified Ontology for Managing Training Datasets and AI Models for High-Performance Computing. MLHPC@SC (2021)
Guoqiang Zhang, Xipeng Shen
Best-Effort Lazy Evaluation for Python Software Built on APIs. ECOOP (2021)
Xipeng Shen, Guoqiang Zhang, Irene Dea, Samantha Andow, Emilio Arroyo-Fang, Neal Gafter, Johann George, Melissa Grueter, Erik Meijer, Olin Grigsby Shivers, Steffi Stumpos, Alanna Tempest, Christy Warden, Shannon Yang
Coarsening optimization for differentiable programming. Proc. ACM Program. Lang. 5 (OOPSLA) (2021)
Guoqiang Zhang, Yuanchao Xu, Xipeng Shen, Isil Dillig
UDF to SQL translation through compositional lazy inductive synthesis. Proc. ACM Program. Lang. 5 (OOPSLA) (2021)
Hui Guan, Laxmikant Kishor Mokadam, Xipeng Shen, Seung-Hwan Lim, Robert M. Patton
FLEET: Flexible Efficient Ensemble Training for Heterogeneous Deep Neural Networks. MLSys (2020)
Wei Niu, Mengshu Sun, Zhengang Li, Jou-An Chen, Jiexiong Guan, Xipeng Shen, Yanzhi Wang, Xue Lin, Bin Ren
Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices. CoRR (2020)
Feng Zhang, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du
Enabling Efficient Random Access to Hierarchically-Compressed Data. ICDE (2020)
Zifan Nan, Hui Guan, Xipeng Shen
HISyn: human learning-inspired natural language programming. ESEC/SIGSOFT FSE (2020)
Ji Liu, Abdullah-Al Kafi, Xipeng Shen, Huiyang Zhou
MKPipe: A Compiler Framework for Optimizing Multi-Kernel Workloads in OpenCL for FPGA. CoRR (2020)
Feng Zhang, Jidong Zhai, Xipeng Shen, Dalin Wang, Zheng Chen, Onur Mutlu, Wenguang Chen, Xiaoyong Du
TADOC: Text Analytics Directly on Compression. CoRR (2020)
Weijie Zhou, Yue Zhao, Xipeng Shen, Wang Chen
Enabling Runtime SpMV Format Selection through an Overhead Conscious Method. IEEE Trans. Parallel Distributed Syst. 31 (1) (2020)
Amritanshu Agrawal, Xueqi Yang, Rishabh Agrawal, Xipeng Shen, Tim Menzies
Simpler Hyperparameter Optimization for Software Analytics: Why, How, When? CoRR (2020)
Yuanchao Xu, Chencheng Ye, Yan Solihin, Xipeng Shen
Hardware-Based Domain Virtualization for Intra-Process Isolation of Persistent Memory Objects. ISCA (2020)
Pu Zhao, Wei Niu, Geng Yuan, Yuxuan Cai, Hsin-Hsuan Sung, Wujie Wen, Sijia Liu, Xipeng Shen, Bin Ren, Yanzhi Wang, Xue Lin
Achieving Real-Time LiDAR 3D Object Detection on a Mobile Device. CoRR (2020)
Chanyoung Oh, Zhen Zheng, Xipeng Shen, Jidong Zhai, Youngmin Yi
GOPipe: A Granularity-Oblivious Programming Framework for Pipelined Stencil Executions on GPU. PACT (2020)
Yuanchao Xu, Yan Solihin, Xipeng Shen
MERR: Improving Security of Persistent Memory Objects via Efficient Memory Exposure Reduction and Randomization. ASPLOS (2020)
Shaoshan Liu, Bin Ren, Xipeng Shen, Yanzhi Wang
CoCoPIE: Making Mobile AI Sweet As PIE -Compression-Compilation Co-Design Goes a Long Way. CoRR (2020)
Ji Liu, Abdullah-Al Kafi, Xipeng Shen, Huiyang Zhou
MKPipe: a compiler framework for optimizing multi-kernel workloads in OpenCL for FPGA. ICS (2020)
Hai Jin, Xipeng Shen, Róbert Lovas, Xiaofei Liao
Special Issue: Graph Computing. Concurr. Comput. Pract. Exp. 32 (3) (2020)
Weijie Zhou, Yue Zhao, Guoqiang Zhang, Xipeng Shen
HARP: holistic analysis for refactoring Python-based analytics programs. ICSE (2020)
Xinyi Li, Lei Zhang, Xipeng Shen
DIAC: An Inter-app Conflicts Detector for Open IoT Systems. ACM Trans. Embed. Comput. Syst. 19 (6) (2020)
Chanyoung Oh, Zhen Zheng, Xipeng Shen, Jidong Zhai, Youngmin Yi
GOPipe: a granularity-oblivious programming framework for pipelined stencil executions on GPU. PPoPP (2019)
Hui Guan, Lin Ning, Zhen Lin, Xipeng Shen, Huiyang Zhou, Seung-Hwan Lim
In-Place Zero-Space Memory Protection for CNN. CoRR (2019)
Amritanshu Agrawal, Wei Fu, Di Chen, Xipeng Shen, Tim Menzies
How to "DODGE" Complex Software Analytics? CoRR (2019)
Zhen Zheng, Chanyoung Oh, Jidong Zhai, Xipeng Shen, Youngmin Yi, Wenguang Chen
HiWayLib: A Software Framework for Enabling High Performance Communications for Heterogeneous Pipeline Computations. ASPLOS (2019)
Lin Ning, Hui Guan, Xipeng Shen
Adaptive Deep Reuse: Accelerating CNN Training on the Fly. ICDE (2019)
Shuai Yang, Xipeng Shen, Min Chi
Streamline Density Peak Clustering for Practical Adoptions. CIKM (2019)
Hui Guan, Xipeng Shen, Seung-Hwan Lim
Wootz: a compiler-based framework for fast CNN pruning via composability. PLDI (2019)
Xinyi Li, Lei Zhang, Xipeng Shen
IA-graph based inter-app conflicts detection in open IoT systems. LCTES (2019)
Lin Ning, Xipeng Shen
Deep reuse: streamline CNN inference on the fly via coarse-grained computation reuse. ICS (2019)
Hui Guan, Lin Ning, Zhen Lin, Xipeng Shen, Huiyang Zhou, Seung-Hwan Lim
In-Place Zero-Space Memory Protection for CNN. NeurIPS (2019)
Shuai Yang, Xipeng Shen
LEEM: Lean Elastic EM for Gaussian Mixture Model via Bounds-Based Filtering. ICDM (2018)
Yue Zhao, Weijie Zhou, Xipeng Shen, Graham Yiu
Overhead-Conscious Format Selection for SpMV-Based Applications. IPDPS (2018)
Lin Ning, Randall Pittman, Xipeng Shen
LCD: A Fast Contrastive Divergence Based Algorithm for Restricted Boltzmann Machine. Neural Networks 108 (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xipeng Shen