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Yanfei Guo
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2020 – today
- 2025
- [j33]Yanfei Guo
, Hangli Du, Yuanke Zhang, Fei Ma, Jing Meng:
LECNet: Lesion semantic feature enhancement and complementary networks for diabetic retinopathy grading. Biomed. Signal Process. Control. 107: 107813 (2025) - [j32]Yanfei Guo
, Chenglong Yang, Hangli Du, Yuanke Zhang, Fei Ma, Shasha Yuan:
Dynamic momentum contrastive learning network for diabetic retinopathy grading. Eng. Appl. Artif. Intell. 151: 110604 (2025) - [j31]Yanfei Guo
, Ken Raffenetti
, Hui Zhou
, Pavan Balaji, Min Si, Abdelhalim Amer, Shintaro Iwasaki, Sangmin Seo, Giuseppe Congiu
, Robert Latham, Lena Oden, Thomas Gillis
, Rohit Zambre, Kaiming Ouyang, Charles Archer, Wesley Bland, Jithin Jose, Sayantan Sur, Hajime Fujita, Dmitry Durnov, Michael Chuvelev, Gengbin Zheng, Alex Brooks, Sagar Thapaliya, Taru Doodi, Maria Garazan, Steve Oyanagi, Marc Snir, Rajeev Thakur
:
Preparing MPICH for exascale. Int. J. High Perform. Comput. Appl. 39(2): 283-305 (2025) - [j30]Sien Li, Fei Ma, Fen Yan, Jing Meng, Yanfei Guo, Hongjuan Liu, Ronghua Cheng:
SMFDNet: spatial and multi-frequency domain network for OCT angiography retinal vessel segmentation. J. Supercomput. 81(4): 535 (2025) - [i11]Jiajun Huang, Sheng Di, Xiaodong Yu, Yujia Zhai, Zhaorui Zhang, Jinyang Liu, Xiaoyi Lu, Ken Raffenetti, Hui Zhou, Kai Zhao, Khalid Ayedh Alharthi, Zizhong Chen, Franck Cappello, Yanfei Guo, Rajeev Thakur:
ZCCL: Significantly Improving Collective Communication With Error-Bounded Lossy Compression. CoRR abs/2502.18554 (2025) - 2024
- [j29]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: 106293 (2024) - [j28]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: 108206 (2024) - [j27]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): 8-19 (2024) - [j26]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: 1080-1093 (2024) - [c43]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: 437-448 - [c42]Yuke Li, Arjun Kashyap, Weicong Chen, Yanfei Guo, Xiaoyi Lu:
Accelerating Lossy and Lossless Compression on Emerging BlueField DPU Architectures. IPDPS 2024: 373-385 - [c41]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: 752-764 - [c40]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: 454-456 - [c39]Jiajun Huang, Sheng Di, Xiaodong Yu, Yujia Zhai, Jinyang Liu, Zizhe Jian, Xin Liang, Kai Zhao, Xiaoyi Lu, Zizhong Chen, Franck Cappello, Yanfei Guo, Rajeev Thakur:
hZCCL: Accelerating Collective Communication with Co-Designed Homomorphic Compression. SC 2024: 104 - [c38]Hui Zhou, Robert Latham, Ken Raffenetti, Yanfei Guo, Rajeev Thakur:
MPI Progress For All. SC Workshops 2024: 425-435 - [i10]Hui Zhou, Ken Raffenetti, Wesley Bland, Yanfei Guo:
Generating Bindings in MPICH. CoRR abs/2401.16547 (2024) - [i9]Hui Zhou, Ken Raffenetti, Junchao Zhang, Yanfei Guo, Rajeev Thakur:
Frustrated with MPI+Threads? Try MPIxThreads! CoRR abs/2401.16551 (2024) - [i8]Hui Zhou, Ken Raffenetti, Yanfei Guo, Thomas Gillis, Robert Latham, Rajeev Thakur:
Designing and Prototyping Extensions to MPI in MPICH. CoRR abs/2402.12274 (2024) - [i7]Hui Zhou, Robert Latham, Ken Raffenetti, Yanfei Guo, Rajeev Thakur:
MPI Progress For All. CoRR abs/2405.13807 (2024) - 2023
- [j25]Yanjun Peng, Dian Yu
, Yanfei Guo
:
MShNet: Multi-scale feature combined with h-network for medical image segmentation. Biomed. Signal Process. Control. 79(Part): 104167 (2023) - [j24]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): 104366 (2023) - [j23]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: 110802 (2023) - [j22]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): 2713-2732 (2023) - [j21]Chen Wang
, Yanfei Guo
, Pavan Balaji, Marc Snir
:
Near-Lossless MPI Tracing and Proxy Application Autogeneration. IEEE Trans. Parallel Distributed Syst. 34(1): 123-140 (2023) - [c37]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. IEEE Big Data 2023: 4233-4239 - [c36]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: 60-71 - [c35]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: 354-364 - [c34]Yuke Li, Arjun Kashyap, Yanfei Guo, Xiaoyi Lu:
Characterizing Lossy and Lossless Compression on Emerging BlueField DPU Architectures. HOTI 2023: 33-40 - [c33]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: 333-334 - [c32]Thomas Gillis
, Ken Raffenetti
, Hui Zhou
, Yanfei Guo
, Rajeev Thakur
:
Quantifying the Performance Benefits of Partitioned Communication in MPI. ICPP 2023: 285-294 - [c31]Hui Zhou
, Ken Raffenetti
, Junchao Zhang
, Yanfei Guo
, Rajeev Thakur
:
Frustrated With MPI+Threads? Try MPIxThreads! EuroMPI 2023: 2:1-2:10 - [i6]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 abs/2304.03890 (2023) - [i5]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 abs/2305.10612 (2023) - [i4]Thomas Gillis, Ken Raffenetti, Hui Zhou, Yanfei Guo, Rajeev Thakur:
Quantifying the Performance Benefits of Partitioned Communication in MPI. CoRR abs/2308.03930 (2023) - [i3]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 abs/2308.05199 (2023) - 2022
- [j20]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): 5225-5240 (2022) - [j19]Yanfei Guo
, Yanjun Peng:
Multiple lesion segmentation in diabetic retinopathy with dual-input attentive RefineNet. Appl. Intell. 52(12): 14440-14464 (2022) - [j18]Dapeng Li
, Yanjun Peng, Yanfei Guo, Jindong Sun
:
MFAUNet: Multiscale feature attentive U-Net for cardiac MRI structural segmentation. IET Image Process. 16(4): 1227-1242 (2022) - [j17]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): 3377-3395 (2022) - [j16]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): 11885-11910 (2022) - [j15]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): 9 (2022) - [j14]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): 12 (2022) - [c30]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: 161-171 - [c29]Hui Zhou, Ken Raffenetti
, Yanfei Guo, Rajeev Thakur:
MPIX Stream: An Explicit Solution to Hybrid MPI+X Programming. EuroMPI 2022: 1-10 - [i2]Hui Zhou, Ken Raffenetti, Yanfei Guo, Rajeev Thakur:
MPIX Stream: An Explicit Solution to Hybrid MPI+X Programming. CoRR abs/2208.13707 (2022) - 2021
- [j13]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): 5701-5725 (2021) - [j12]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: 34-45 (2021) - [j11]Yanfei Guo
, Zhousuo Zhang
:
Generalized Variational Mode Decomposition: A Multiscale and Fixed-Frequency Decomposition Algorithm. IEEE Trans. Instrum. Meas. 70: 1-13 (2021) - [c28]Sayan Ghosh, Yanfei Guo, Pavan Balaji, Assefaw H. Gebremedhin:
RMACXX: An Efficient High-Level C++ Interface over MPI-3 RMA. CCGRID 2021: 143-155 - [c27]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: 36-45 - [c26]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: 38-49 - [c25]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: 467-468 - [c24]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: 28 - 2020
- [j10]Yanfei Guo, Yanjun Peng:
BSCN: bidirectional symmetric cascade network for retinal vessel segmentation. BMC Medical Imaging 20(1): 20 (2020) - [j9]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): 2734-2748 (2020) - [c23]Jindong Sun
, Yanjun Peng, Dapeng Li, Yanfei Guo:
Segmentation of the Multimodal Brain Tumor Images Used Res-U-Net. BrainLes@MICCAI (1) 2020: 263-273 - [i1]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 abs/2008.06991 (2020)
2010 – 2019
- 2019
- [c22]Seonmyeong Bak, Yanfei Guo, Pavan Balaji, Vivek Sarkar:
Optimized Execution of Parallel Loops via User-Defined Scheduling Policies. ICPP 2019: 38:1-38:10 - [c21]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: 367-379 - 2018
- [j8]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): 235-242 (2018) - [c20]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: 441-448 - 2017
- [j7]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): 774-786 (2017) - [j6]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): 798-812 (2017) - [j5]Yanfei Guo, Jia Rao, Dazhao Cheng, Xiaobo Zhou:
iShuffle: Improving Hadoop Performance with Shuffle-on-Write. IEEE Trans. Parallel Distributed Syst. 28(6): 1649-1662 (2017) - [c19]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: 170-179 - [c18]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: 1008-1017 - [c17]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: 1098-1108 - [c16]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: 62 - 2016
- [j4]Yanfei Guo, Zhenfeng Zhang:
Authenticated key exchange with entities from different settings and varied groups. Secur. Commun. Networks 9(12): 1843-1863 (2016) - [j3]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): 1289-1302 (2016) - 2015
- [j2]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): 6:1-6:32 (2015) - [c15]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: 594-602 - [c14]Yanfei Guo, Wesley Bland, Pavan Balaji, Xiaobo Zhou:
Fault tolerant MapReduce-MPI for HPC clusters. SC 2015: 34:1-34:12 - 2014
- [j1]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): 876-886 (2014) - [c13]Jiang Zhang
, Zhenfeng Zhang, Yu Chen, Yanfei Guo, Zongyang Zhang:
Black-Box Separations for One-More (Static) CDH and Its Generalization. ASIACRYPT (2) 2014: 366-385 - [c12]Eric Pettijohn, Yanfei Guo, Palden Lama, Xiaobo Zhou:
User-Centric Heterogeneity-Aware MapReduce Job Provisioning in the Public Cloud. ICAC 2014: 137-143 - [c11]Yanfei Guo, Zhenfeng Zhang, Jiang Zhang
, Xuexian Hu:
Security Analysis of EMV Channel Establishment Protocol in An Enhanced Security Model. ICICS 2014: 305-320 - [c10]Dazhao Cheng, Jia Rao, Yanfei Guo, Xiaobo Zhou:
Improving MapReduce performance in heterogeneous environments with adaptive task tuning. Middleware 2014: 97-108 - [c9]Yanfei Guo, Jia Rao, Changjun Jiang, Xiaobo Zhou:
FlexSlot: Moving Hadoop Into the Cloud with Flexible Slot Management. SC 2014: 959-969 - 2013
- [c8]Yanfei Guo, Jia Rao, Xiaobo Zhou:
iShuffle: Improving Hadoop Performance with Shuffle-on-Write. ICAC 2013: 107-117 - [c7]Yanfei Guo, Palden Lama, Jia Rao, Xiaobo Zhou:
V-Cache: Towards Flexible Resource Provisioning for Multi-tier Applications in IaaS Clouds. IPDPS 2013: 88-99 - [c6]Palden Lama, Yanfei Guo, Xiaobo Zhou:
Autonomic performance and power control for co-located Web applications on virtualized servers. IWQoS 2013: 63-72 - [c5]Dazhao Cheng, Yanfei Guo, Xiaobo Zhou:
Self-Tuning Batching with DVFS for Improving Performance and Energy Efficiency in Servers. MASCOTS 2013: 40-49 - 2012
- [c4]Cheng Chen, Yanfei Guo, Rui Zhang:
Group Key Exchange Resilient to Leakage of Ephemeral Secret Keys with Strong Contributiveness. EuroPKI 2012: 17-36 - [c3]Yanfei Guo, Palden Lama, Xiaobo Zhou:
Automated and Agile Server Parameter Tuning with Learning and Control. IPDPS 2012: 656-667 - [c2]Yanfei Guo, Xiaobo Zhou:
Coordinated VM Resizing and Server Tuning: Throughput, Power Efficiency and Scalability. MASCOTS 2012: 289-297 - [c1]Yanfei Guo, Zhenfeng Zhang:
Authenticated Key Exchange with Entities from Different Settings and Varied Groups. ProvSec 2012: 276-287
Coauthor Index

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