Yanfei Guo

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 63

Top Topics

Lesion Segmentation

Lossy Compression

Top Venues

IEEE Trans. Parallel Distributed Syst.

Publications

Hui Zhou, Robert Latham, Ken Raffenetti, Yanfei Guo, Rajeev Thakur
MPI Progress For All. CoRR (2024)
Yuke Li, Arjun Kashyap, Weicong Chen, Yanfei Guo, Xiaoyi Lu
Accelerating Lossy and Lossless Compression on Emerging BlueField DPU Architectures. IPDPS (2024)
Yuanke Zhang, Rujuan Cao, Fan Xu, Rui Zhang, Fengjuan Jiang, Jing Meng, Fei Ma, Yanfei Guo, Jianlei Liu
Side Information-Assisted Low-Dose CT Reconstruction. IEEE Trans. Computational Imaging 10 (2024)
Hui Zhou, Ken Raffenetti, Wesley Bland, Yanfei Guo
Generating Bindings in MPICH. CoRR (2024)
Jiajun Huang, Sheng Di, Xiaodong Yu, Yujia Zhai, Zhaorui Zhang, Jinyang Liu, Xiaoyi Lu, Ken Raffenetti, Hui Zhou, Kai Zhao, Zizhong Chen, Franck Cappello, Yanfei Guo, Rajeev Thakur
An Optimized Error-controlled MPI Collective Framework Integrated with Lossy Compression. IPDPS (2024)
Jiajun Huang, Sheng Di, Xiaodong Yu, Yujia Zhai, Jinyang Liu, Yafan Huang, Ken Raffenetti, Hui Zhou, Kai Zhao, Xiaoyi Lu, Zizhong Chen, Franck Cappello, Yanfei Guo, Rajeev Thakur
gZCCL: Compression-Accelerated Collective Communication Framework for GPU Clusters. ICS (2024)
Hui Zhou, Ken Raffenetti, Junchao Zhang, Yanfei Guo, Rajeev Thakur
Frustrated with MPI+Threads? Try MPIxThreads! CoRR (2024)
Yuanke Zhang, Rui Zhang, Rujuan Cao, Fan Xu, Fengjuan Jiang, Jing Meng, Fei Ma, Yanfei Guo, Jianlei Liu
Unsupervised low-dose CT denoising using bidirectional contrastive network. Comput. Methods Programs Biomed. 251 (2024)
Hui Zhou, Ken Raffenetti, Yanfei Guo, Thomas Gillis, Robert Latham, Rajeev Thakur
Designing and Prototyping Extensions to MPI in MPICH. CoRR (2024)
Yanfei Guo, Hangli Du, Yuanke Zhang, Fei Ma, Jing Meng, Shasha Yuan
CMNet: Cascaded context fusion and multi-attention network for multiple lesion segmentation of diabetic retinopathy images. Biomed. Signal Process. Control. 94 (2024)
Yuke Li, Arjun Kashyap, Yanfei Guo, Xiaoyi Lu
Compression Analysis for BlueField-2/-3 Data Processing Units: Lossy and Lossless Perspectives. IEEE Micro 44 (2) (2024)
Jiajun Huang, Sheng Di, Xiaodong Yu, Yujia Zhai, Jinyang Liu, Yafan Huang, Ken Raffenetti, Hui Zhou, Kai Zhao, Zizhong Chen, Franck Cappello, Yanfei Guo, Rajeev Thakur
POSTER: Optimizing Collective Communications with Error-bounded Lossy Compression for GPU Clusters. PPoPP (2024)
Jiajun Huang, Kaiming Ouyang, Yujia Zhai, Jinyang Liu, Min Si, Ken Raffenetti, Hui Zhou, Atsushi Hori, Zizhong Chen, Yanfei Guo, Rajeev Thakur
Accelerating MPI Collectives with Process-in-Process-based Multi-object Techniques. HPDC (2023)
Yanjun Peng, Jindong Sun, Yande Ren, Dapeng Li, Yanfei Guo
A histogram-driven generative adversarial network for brain MRI to CT synthesis. Knowl. Based Syst. 277 (2023)
Thomas Gillis, Ken Raffenetti, Hui Zhou, Yanfei Guo, Rajeev Thakur
Quantifying the Performance Benefits of Partitioned Communication in MPI. CoRR (2023)
Chen Wang, Yanfei Guo, Pavan Balaji, Marc Snir
Near-Lossless MPI Tracing and Proxy Application Autogeneration. IEEE Trans. Parallel Distributed Syst. 34 (1) (2023)
Michael Wilkins, Hanming Wang, Peizhi Liu, Bangyen Pham, Yanfei Guo, Rajeev Thakur, Peter A. Dinda, Nikos Hardavellas
Generalized Collective Algorithms for the Exascale Era. CLUSTER (2023)
Yuke Li, Arjun Kashyap, Yanfei Guo, Xiaoyi Lu
Characterizing Lossy and Lossless Compression on Emerging BlueField DPU Architectures. HOTI (2023)
Hui Zhou, Ken Raffenetti, Junchao Zhang, Yanfei Guo, Rajeev Thakur
Frustrated With MPI+Threads? Try MPIxThreads! EuroMPI (2023)
Yanjun Peng, Tong Zhang, Yanfei Guo
Cov-TransNet: Dual branch fusion network with transformer for COVID-19 infection segmentation. Biomed. Signal Process. Control. 80 (Part) (2023)
Jiajun Huang, Kaiming Ouyang, Yujia Zhai, Jinyang Liu, Min Si, Ken Raffenetti, Hui Zhou, Atsushi Hori, Zizhong Chen, Yanfei Guo, Rajeev Thakur
PiP-MColl: Process-in-Process-based Multi-object MPI Collectives. CLUSTER (2023)
Jiajun Huang, Sheng Di, Xiaodong Yu, Yujia Zhai, Jinyang Liu, Ken Raffenetti, Hui Zhou, Kai Zhao, Zizhong Chen, Franck Cappello, Yanfei Guo, Rajeev Thakur
C-Coll: Introducing Error-bounded Lossy Compression into MPI Collectives. CoRR (2023)
Jiajun Huang, Sheng Di, Xiaodong Yu, Yujia Zhai, Jinyang Liu, Yafan Huang, Ken Raffenetti, Hui Zhou, Kai Zhao, Zizhong Chen, Franck Cappello, Yanfei Guo, Rajeev Thakur
gZCCL: Compression-Accelerated Collective Communication Framework for GPU Clusters. CoRR (2023)
Jiajun Huang, Jinyang Liu, Sheng Di, Yujia Zhai, Zizhe Jian, Shixun Wu, Kai Zhao, Zizhong Chen, Yanfei Guo, Franck Cappello
Exploring Wavelet Transform Usages for Error-bounded Scientific Data Compression. BigData (2023)
Yanjun Peng, Dian Yu, Yanfei Guo
MShNet: Multi-scale feature combined with h-network for medical image segmentation. Biomed. Signal Process. Control. 79 (Part) (2023)
Thomas Gillis, Ken Raffenetti, Hui Zhou, Yanfei Guo, Rajeev Thakur
Quantifying the Performance Benefits of Partitioned Communication in MPI. ICPP (2023)
Dapeng Li, Yanjun Peng, Jindong Sun, Yanfei Guo
Unsupervised deep consistency learning adaptation network for cardiac cross-modality structural segmentation. Medical Biol. Eng. Comput. 61 (10) (2023)
Jiajun Huang, Kaiming Ouyang, Yujia Zhai, Jinyang Liu, Min Si, Ken Raffenetti, Hui Zhou, Atsushi Hori, Zizhong Chen, Yanfei Guo, Rajeev Thakur
Accelerating MPI Collectives with Process-in-Process-based Multi-object Techniques. CoRR (2023)
Wenwen Yuan, Yanjun Peng, Yanfei Guo, Yande Ren, Qianwen Xue
Correction: DCAU-Net: dense convolutional attention U-Net for segmentation of intracranial aneurysm images. Vis. Comput. Ind. Biomed. Art 5 (1) (2022)
Wenwen Yuan, Yanjun Peng, Yanfei Guo, Yande Ren, Qianwen Xue
DCAU-Net: dense convolutional attention U-Net for segmentation of intracranial aneurysm images. Vis. Comput. Ind. Biomed. Art 5 (1) (2022)
Xue Chen, Yanjun Peng, Yanfei Guo, Jindong Sun, Dapeng Li, Jianming Cui
MLRD-Net: 3D multiscale local cross-channel residual denoising network for MRI-based brain tumor segmentation. Medical Biol. Eng. Comput. 60 (12) (2022)
Michael Wilkins, Yanfei Guo, Rajeev Thakur, Peter A. Dinda, Nikos Hardavellas
ACCLAiM: Advancing the Practicality of MPI Collective Communication Autotuning Using Machine Learning. CLUSTER (2022)
Hui Zhou, Ken Raffenetti, Yanfei Guo, Rajeev Thakur
MPIX Stream: An Explicit Solution to Hybrid MPI+X Programming. EuroMPI (2022)
Ziyue Wang, Yanjun Peng, Dapeng Li, Yanfei Guo, Bin Zhang
MMNet: A multi-scale deep learning network for the left ventricular segmentation of cardiac MRI images. Appl. Intell. 52 (5) (2022)
Hui Zhou, Ken Raffenetti, Yanfei Guo, Rajeev Thakur
MPIX Stream: An Explicit Solution to Hybrid MPI+X Programming. CoRR (2022)
Yanfei Guo, Yanjun Peng, Jindong Sun, Dapeng Li, Bin Zhang
DSLN: Dual-tutor student learning network for multiracial glaucoma detection. Neural Comput. Appl. 34 (14) (2022)
Dapeng Li, Yanjun Peng, Yanfei Guo, Jindong Sun
MFAUNet: Multiscale feature attentive U-Net for cardiac MRI structural segmentation. IET Image Process. 16 (4) (2022)
Yanfei Guo, Yanjun Peng
Multiple lesion segmentation in diabetic retinopathy with dual-input attentive RefineNet. Appl. Intell. 52 (12) (2022)
Michael Wilkins, Yanfei Guo, Rajeev Thakur, Nikos Hardavellas, Peter A. Dinda, Min Si
A FACT-based Approach: Making Machine Learning Collective Autotuning Feasible on Exascale Systems. ExaMPI@SC (2021)
Tong Shu, Yanfei Guo, Justin M. Wozniak, Xiaoning Ding, Ian T. Foster, Tahsin M. Kurç
Bootstrapping in-situ workflow auto-tuning via combining performance models of component applications. SC (2021)
Yanfei Guo, Yanjun Peng, Bin Zhang
CAFR-CNN: coarse-to-fine adaptive faster R-CNN for cross-domain joint optic disc and cup segmentation. Appl. Intell. 51 (8) (2021)
Jindong Sun, Yanjun Peng, Yanfei Guo, Dapeng Li
Segmentation of the multimodal brain tumor image used the multi-pathway architecture method based on 3D FCN. Neurocomputing 423 (2021)
Tong Shu, Yanfei Guo, Justin M. Wozniak, Xiaoning Ding, Ian T. Foster, Tahsin M. Kurç
In-situ workflow auto-tuning through combining component models. PPoPP (2021)
Jiao Wang, Yanjun Peng, Yanfei Guo, Dapeng Li, Jindong Sun
CCUT-Net: Pixel-Wise Global Context Channel Attention UT-Net for Head and Neck Tumor Segmentation. HECKTOR@MICCAI (2021)
Yanfei Guo, Zhousuo Zhang
Generalized Variational Mode Decomposition: A Multiscale and Fixed-Frequency Decomposition Algorithm. IEEE Trans. Instrum. Meas. 70 (2021)
Sayan Ghosh, Yanfei Guo, Pavan Balaji, Assefaw H. Gebremedhin
RMACXX: An Efficient High-Level C++ Interface over MPI-3 RMA. CCGRID (2021)
Jindong Sun, Yanjun Peng, Dapeng Li, Yanfei Guo
Segmentation of the Multimodal Brain Tumor Images Used Res-U-Net. BrainLes@MICCAI (1) (2020)
Yanfei Guo, Yanjun Peng
BSCN: bidirectional symmetric cascade network for retinal vessel segmentation. BMC Medical Imaging 20 (1) (2020)
Tong Shu, Yanfei Guo, Justin M. Wozniak, Xiaoning Ding, Ian T. Foster, Tahsin M. Kurç
In-situ Workflow Auto-tuning via Combining Performance Models of Component Applications. CoRR (2020)
Tao Gao, Yanfei Guo, Boyu Zhang, Pietro Cicotti, Yutong Lu, Pavan Balaji, Michela Taufer
Memory-Efficient and Skew-Tolerant MapReduce Over MPI for Supercomputing Systems. IEEE Trans. Parallel Distributed Syst. 31 (12) (2020)
Seonmyeong Bak, Yanfei Guo, Pavan Balaji, Vivek Sarkar
Optimized Execution of Parallel Loops via User-Defined Scheduling Policies. ICPP (2019)
Abdelhalim Amer, Charles Archer, Michael Blocksome, Chongxiao Cao, Michael Chuvelev, Hajime Fujita, Maria Garzaran, Yanfei Guo, Jeff R. Hammond, Shintaro Iwasaki, Kenneth J. Raffenetti, Mikhail Shiryaev, Min Si, Kenjiro Taura, Sagar Thapaliya, Pavan Balaji
Software combining to mitigate multithreaded MPI contention. ICS (2019)
Yanfei Guo, Hongzhe Liu, Jiazheng Yuan, Xuejiao Wang
基于前馈上下文和形状先验的平面标注方法 (Surface Labeling Method Based on Feed-forward Context and Shape Priors). 计算机科学 45 (12) (2018)
Tao Gao, Yanfei Guo, Boyu Zhang, Pietro Cicotti, Yutong Lu, Pavan Balaji, Michela Taufer
On the Power of Combiner Optimizations in MapReduce Over MPI Workflows. ICPADS (2018)
Tao Gao, Yanfei Guo, Boyu Zhang, Pietro Cicotti, Yutong Lu, Pavan Balaji, Michela Taufer
Mimir: Memory-Efficient and Scalable MapReduce for Large Supercomputing Systems. IPDPS (2017)
Yanfei Guo, Jia Rao, Changjun Jiang, Xiaobo Zhou
Moving Hadoop into the Cloud with Flexible Slot Management and Speculative Execution. IEEE Trans. Parallel Distributed Syst. 28 (3) (2017)
Yanfei Guo, Jia Rao, Dazhao Cheng, Xiaobo Zhou
iShuffle: Improving Hadoop Performance with Shuffle-on-Write. IEEE Trans. Parallel Distributed Syst. 28 (6) (2017)
Dazhao Cheng, Jia Rao, Yanfei Guo, Changjun Jiang, Xiaobo Zhou
Improving Performance of Heterogeneous MapReduce Clusters with Adaptive Task Tuning. IEEE Trans. Parallel Distributed Syst. 28 (3) (2017)
Ken Raffenetti, Abdelhalim Amer, Lena Oden, Charles Archer, Wesley Bland, Hajime Fujita, Yanfei Guo, Tomislav Janjusic, Dmitry Durnov, Michael Blocksome, Min Si, Sangmin Seo, Akhil Langer, Gengbin Zheng, Masamichi Takagi, Paul K. Coffman, Jithin Jose, Sayantan Sur, Alexander Sannikov, Sergey Oblomov, Michael Chuvelev, Masayuki Hatanaka, Xin Zhao, Paul F. Fischer, Thilina Rathnayake, Matthew Otten, Misun Min, Pavan Balaji
Why is MPI so slow?: analyzing the fundamental limits in implementing MPI-3.1. SC (2017)
Tao Gao, Yanfei Guo, Yanjie Wei, Bingqiang Wang, Yutong Lu, Pietro Cicotti, Pavan Balaji, Michela Taufer
Bloomfish: A Highly Scalable Distributed K-mer Counting Framework. ICPADS (2017)
Yanfei Guo, Charles J. Archer, Michael Blocksome, Scott Parker, Wesley Bland, Ken Raffenetti, Pavan Balaji
Memory Compression Techniques for Network Address Management in MPI. IPDPS (2017)
Palden Lama, Yanfei Guo, Changjun Jiang, Xiaobo Zhou
Autonomic Performance and Power Control for Co-Located Web Applications in Virtualized Datacenters. IEEE Trans. Parallel Distributed Syst. 27 (5) (2016)
Yanfei Guo, Zhenfeng Zhang
Authenticated key exchange with entities from different settings and varied groups. Secur. Commun. Networks 9 (12) (2016)
Dazhao Cheng, Yanfei Guo, Changjun Jiang, Xiaobo Zhou
Self-Tuning Batching with DVFS for Performance Improvement and Energy Efficiency in Internet Servers. ACM Trans. Auton. Adapt. Syst. 10 (1) (2015)
Yanfei Guo, Wesley Bland, Pavan Balaji, Xiaobo Zhou
Fault tolerant MapReduce-MPI for HPC clusters. SC (2015)
Yanfei Guo, Jia Rao, Dazhao Cheng, Changjun Jiang, Cheng-Zhong Xu, Xiaobo Zhou
StoreApp: A shared storage appliance for efficient and scalable virtualized Hadoop clusters. INFOCOM (2015)
Jiang Zhang, Zhenfeng Zhang, Yu Chen, Yanfei Guo, Zongyang Zhang
Black-Box Separations for One-More (Static) CDH and Its Generalization. ASIACRYPT (2) (2014)
Yanfei Guo, Jia Rao, Changjun Jiang, Xiaobo Zhou
FlexSlot: Moving Hadoop Into the Cloud with Flexible Slot Management. SC (2014)
Yanfei Guo, Palden Lama, Changjun Jiang, Xiaobo Zhou
Automated and Agile Server ParameterTuning by Coordinated Learning and Control. IEEE Trans. Parallel Distributed Syst. 25 (4) (2014)
Yanfei Guo, Zhenfeng Zhang, Jiang Zhang, Xuexian Hu
Security Analysis of EMV Channel Establishment Protocol in An Enhanced Security Model. ICICS (2014)
Eric Pettijohn, Yanfei Guo, Palden Lama, Xiaobo Zhou
User-Centric Heterogeneity-Aware MapReduce Job Provisioning in the Public Cloud. ICAC (2014)
Dazhao Cheng, Jia Rao, Yanfei Guo, Xiaobo Zhou
Improving MapReduce performance in heterogeneous environments with adaptive task tuning. Middleware (2014)
Palden Lama, Yanfei Guo, Xiaobo Zhou
Autonomic performance and power control for co-located Web applications on virtualized servers. IWQoS (2013)
Yanfei Guo, Palden Lama, Jia Rao, Xiaobo Zhou
V-Cache: Towards Flexible Resource Provisioning for Multi-tier Applications in IaaS Clouds. IPDPS (2013)
Yanfei Guo, Jia Rao, Xiaobo Zhou
iShuffle: Improving Hadoop Performance with Shuffle-on-Write. ICAC (2013)
Dazhao Cheng, Yanfei Guo, Xiaobo Zhou
Self-Tuning Batching with DVFS for Improving Performance and Energy Efficiency in Servers. MASCOTS (2013)
Yanfei Guo, Palden Lama, Xiaobo Zhou
Automated and Agile Server Parameter Tuning with Learning and Control. IPDPS (2012)
Yanfei Guo, Xiaobo Zhou
Coordinated VM Resizing and Server Tuning: Throughput, Power Efficiency and Scalability. MASCOTS (2012)
Yanfei Guo, Zhenfeng Zhang
Authenticated Key Exchange with Entities from Different Settings and Varied Groups. ProvSec (2012)
Cheng Chen, Yanfei Guo, Rui Zhang
Group Key Exchange Resilient to Leakage of Ephemeral Secret Keys with Strong Contributiveness. EuroPKI (2012)