XS
Xipeng Shen
cs.LGcs.AIcs.SEcs.DCcs.PFcs.PLcs.CVcs.NEstat.MLAcceleration
On Valency
published · living versionsW_rq7ubb8m·v1 · currentpublished
In-Place Zero-Space Memory Protection for CNN
with Hui Guan, Lin Ning, Zhen Lin, Huiyang Zhou +1
1 version
Preprints & journals
31 papers in the corpus · 2016–2026Beyond Energy: When Sustainability Dimensions Reshape LLM Serving Decisions2609.35569v1 · Tianyao Shi, Xipeng Shen, Yi Ding2026 · 0 citationsarXiv
Scaling Fourier-Based Sparse Matrix Analysis on GPUs2609.20483v1 · Ruifeng Zhang, Sai Krishna Teja Varma Manthena, Jiajia Li et al.2026 · 0 citationsarXiv
Spectral Analysis for Sparse Matrix Computation: Insights and Potential2608.29362v1 · Ruifeng Zhang, Xipeng Shen2026 · 0 citationsarXiv
ESG: Pipeline-Conscious Efficient Scheduling of DNN Workflows on Serverless Platforms with Shareable GPUs2404.16812v1 · Xinning Hui, Yuanchao Xu, Zhishan Guo et al.2024 · 11 citationsarXiv
SmartMem: Layout Transformation Elimination and Adaptation for Efficient DNN Execution on Mobile2404.13528v1 · Wei Niu, Md Musfiqur Rahman Sanim, Zhihao Shu et al.2024 · 11 citationsarXiv
Efficient End-to-end Language Model Fine-tuning on Graphs2312.04737v2 · Rui Xue, Xipeng Shen, Ruozhou Yu et al.2023 · 1 citationarXiv
BitGNN: Unleashing the Performance Potential of Binary Graph Neural Networks on GPUs2305.02522v2 · Jou-An Chen, Hsin-Hsuan Sung, Xipeng Shen et al.2023 · 9 citationsarXiv
Towards Seamless Management of AI Models in High-Performance Computing2212.06352v1 · Sixing Yu, Murali Emani, Chunhua Liao et al.2022 · 2 citationsarXiv
Survey: Exploiting Data Redundancy for Optimization of Deep Learning2208.13363v1 · Jou-An Chen, Wei Niu, Bin Ren et al.2022 · 36 citationsarXiv
Finding Reusable Machine Learning Components to Build Programming Language Processing Pipelines2208.05596v2 · Patrick Flynn, Tristan Vanderbruggen, Chunhua Liao et al.2022 · 4 citationsarXiv
CoCoPIE XGen: A Full-Stack AI-Oriented Optimizing Framework2206.10620v1 · Xiaofeng Li, Bin Ren, Xipeng Shen et al.2022 · 0 citationsarXiv
Bit-GraphBLAS: Bit-Level Optimizations of Matrix-Centric Graph Processing on GPU2201.08560v2 · Jou-An Chen, Hsin-Hsuan Sung, Xipeng Shen et al.2022 · 5 citationsarXiv
Enabling Level-4 Autonomous Driving on a Single $1k Off-the-Shelf Card2110.06373v1 · Hsin-Hsuan Sung, Yuanchao Xu, Jiexiong Guan et al.2021 · 1 citationarXiv
Coarsening Optimization for Differentiable Programming2110.02307v1 · Xipeng Shen, Guoqiang Zhang, Irene Dea et al.2021 · 1 citationarXiv
G-TADOC: Enabling Efficient GPU-Based Text Analytics without Decompression2106.06889v1 · Feng Zhang, Zaifeng Pan, Yanliang Zhou et al.2021 · 32 citationsarXiv
Toward Efficient Interactions between Python and Native Libraries2107.00064v1 · Jialiang Tan, Yu Chen, Zhenming Liu et al.2021 · 11 citationsarXiv
Faster SAT Solving for Software with Repeated Structures (with Case Studies on Software Test Suite Minimization)2101.02817v1 · Jianfeng Chen, Xipeng Shen, Tim Menzies2021 · 0 citationsarXiv
Achieving Real-Time LiDAR 3D Object Detection on a Mobile Device2012.13801v2 · Pu Zhao, Wei Niu, Geng Yuan et al.2020 · 4 citationsarXiv
TADOC: Text Analytics Directly on Compression2009.09442v1 · Feng Zhang, Jidong Zhai, Xipeng Shen et al.2020 · 79 citationsarXiv
RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices2007.09835v2 · Wei Niu, Mengshu Sun, Zhengang Li et al.2020 · 11 citationsarXiv
CoCoPIE: Making Mobile AI Sweet As PIE --Compression-Compilation Co-Design Goes a Long Way2003.06700v3 · Shaoshan Liu, Bin Ren, Xipeng Shen et al.2020 · 12 citationsarXiv
MKPipe: A Compiler Framework for Optimizing Multi-Kernel Workloads in OpenCL for FPGA2002.01614v1 · Ji Liu, Abdullah-Al Kafi, Xipeng Shen et al.2020 · 1 citationarXiv
Simpler Hyperparameter Optimization for Software Analytics: Why, How, When?1912.04061v5 · Amritanshu Agrawal, Xueqi Yang, Rishabh Agrawal et al.2019 · 23 citationsTransactions on Software Engineering, 2021
Sequential Model Optimization for Software Process Control1912.04189v2 · Tianpei Xia, Rui Shu, Xipeng Shen et al.2019 · 3 citationsarXiv
In-Place Zero-Space Memory Protection for CNN1910.14479v1 · Hui Guan, Lin Ning, Zhen Lin et al.2019 · 23 citationsarXivon Valency
Building Very Small Test Suites (with Snap)1905.05358v3 · Jianfeng Chen, Xipeng Shen, Tim Menzies2019 · 1 citationarXiv
How to "DODGE" Complex Software Analytics?1902.01838v2 · Amritanshu Agrawal, Wei Fu, Di Chen et al.2019 · 50 citationsarXiv
LCD: A Fast Contrastive Divergence Based Algorithm for Restricted Boltzmann Machine.30273844 · Ning, Lin, Pittman, Randall, Shen, Xipeng2019 · 20 citationsNeural networks : the official journal of the International Neural Network Society. 2018;108:399-410
Hyperparameter Optimization for Effort Estimation1805.00336v4 · Tianpei Xia, Rahul Krishna, Jianfeng Chen et al.2018 · 33 citationsarXiv
Why Software Effort Estimation Needs SBSE1804.00626v1 · Tianpei Xia, Jianfeng Chen, George Mathew et al.2018 · 3 citationsarXiv
Tuning for Software Analytics: is it Really Necessary?1609.01759v1 · Wei Fu, Tim Menzies, Xipeng Shen2016 · 211 citationsInformation and Software Technology 76 (2016): 135-146
Career total: 390 works. 31 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.