Song Fu

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 88

Top Venues

Publications

Lizheng Zu, Lin Lin, Jie Liu, Song Fu, Changsheng Tong, Hao Guo
SRSCL: A strong-relatedness-sequence-based fine-grained collective entity linking method for heterogeneous information networks. Expert Syst. Appl. 238 (Part B) (2024)
Lizheng Zu, Lin Lin, Song Fu, Feng Guo, Jinlei Wu
SelectE: Multi-scale adaptive selection network for knowledge graph representation learning. Knowl. Based Syst. 291 (2024)
Ying He, Shuwen Liang, Song Fu
Impact of Environmental Factors on Flash Storage Performance in Autonomous Vehicles: An Empirical and Analytical Study. MOST (2024)
Lin Lin, Jinlei Wu, Song Fu, Sihao Zhang, Changsheng Tong, Lizheng Zu
Channel attention & temporal attention based temporal convolutional network: A dual attention framework for remaining useful life prediction of the aircraft engines. Adv. Eng. Informatics 60 (2024)
Song Fu, Limin Zou, Yue Wang, Lin Lin, Yifan Lu, Minghang Zhao, Feng Guo, Shisheng Zhong
DCSIAN: A novel deep cross-scale interactive attention network for fault diagnosis of aviation hydraulic pumps and generalizable applications. Reliab. Eng. Syst. Saf. 249 (2024)
Lin Lin, Lizheng Zu, Song Fu, Yikun Liu, Sihao Zhang, Shiwei Suo, Changsheng Tong
Integrating adversarial training strategies into deep autoencoders: A novel aeroengine anomaly detection framework. Eng. Appl. Artif. Intell. 136 (2024)
Song Fu, Lin Lin, Yue Wang, Feng Guo, Minghang Zhao, Baihong Zhong, Shisheng Zhong
MCA-DTCN: A novel dual-task temporal convolutional network with multi-channel attention for first prediction time detection and remaining useful life prediction. Reliab. Eng. Syst. Saf. 241 (2024)
Sudip Dhakal, Qi Chen, Deyuan Qu, Dominic Carrillo, Qing Yang, Song Fu
Sniffer Faster R-CNN: A Joint Camera-LiDAR Object Detection Framework with Proposal Refinement. MOST (2023)
Lin Lin, Wenhui He, Song Fu, Changsheng Tong, Lizheng Zu
Novel aeroengine fault diagnosis method based on feature amplification. Eng. Appl. Artif. Intell. 122 (2023)
Lin Lin, Wenhui He, Feng Guo, Song Fu, Chang-sheng Tong, Lizheng Zu
A novel method for aeroengine performance model reconstruction based on CDAE model. Adv. Eng. Informatics 56 (2023)
Beilei Jiang, Xianwei Cheng, Yuan Li, Jocelyn Zhang, Song Fu, Qing Yang, Mingxiong Liu, Alejandro Olvera
Output-Directed Dynamic Quantization for DNN Acceleration. ICPP (2023)
Tianyu Bai, Qing Yang, Song Fu
User-Defined Privacy Preserving Data Sharing for Connected Autonomous Vehicles Utilizing Edge Computing. sec (2023)
Sudip Dhakal, Dominic Carrillo, Deyuan Qu, Michael Nutt, Qing Yang, Song Fu
VirtualPainting: Addressing Sparsity with Virtual Points and Distance-Aware Data Augmentation for 3D Object Detection. CoRR (2023)
Lin Lin, Chang-sheng Tong, Feng Guo, Song Fu, Yancheng Lv, Wenhui He
A Self-Attention Integrated Learning Model for Landing Gear Performance Prediction. Sensors 23 (13) (2023)
Zhaochen Gu, Shashank Sharma, Daniel A. Riley, Mangesh V. Pantawane, Sameehan S. Joshi, Song Fu, Narendra B. Dahotre
A universal predictor-based machine learning model for optimal process maps in laser powder bed fusion process. J. Intell. Manuf. 34 (8) (2023)
Sihai Tang, Shengze Wang, Song Fu, Qing Yang
Perception Workload Characterization and Prediction on the Edges with Memory Contention for Connected Autonomous Vehicles. EDGE (2023)
Zhaochen Gu, Venkata Mani Krishna Karri, Shashank Sharma, Hang Tran, Aishwarya Manjunath, Donger Chen, Song Fu, Narendra B. Dahotre
Deep Learning for Microstructure Segmentation and Defect Detection in Additive Manufacturing Systems. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2023)
Deyuan Qu, Qi Chen, Tianyu Bai, Andy Qin, Hongsheng Lu, Heng Fan, Song Fu, Qing Yang
SiCP: Simultaneous Individual and Cooperative Perception for 3D Object Detection in Connected and Automated Vehicles. CoRR (2023)
Tianyu Bai, Danyang Shao, Ying He, Song Fu, Qing Yang
$\mathrm{P}^{3}$: A Privacy-Preserving Perception Framework for Building Vehicle-Edge Perception Networks Protecting Data Privacy. ICCCN (2023)
Lin Lin, Lizheng Zu, Feng Guo, Song Fu, Yancheng Lv, Hao Guo, Jie Liu
Using combinatorial optimization to solve entity alignment: An efficient unsupervised model. Neurocomputing 558 (2023)
Jingda Guo, Dominic Carrillo, Qi Chen, Qing Yang, Song Fu, Hongsheng Lu, Rui Guo
Slim-FCP: Lightweight-Feature-Based Cooperative Perception for Connected Automated Vehicles. IEEE Internet Things J. 9 (17) (2022)
Tianyu Bai, Haili Wang, Jingda Guo, Xu Ma, Mahendra Talasila, Sihai Tang, Song Fu, Qing Yang
Online Self-Evolving Anomaly Detection for Reliable Cloud Computing. UCC (2022)
Chenxi Qiu, Sourabh Yadav, Anna Cinzia Squicciarini, Qing Yang, Song Fu, Juanjuan Zhao, Chengzhong Xu
Distributed Data-Sharing Consensus in Cooperative Perception of Autonomous Vehicles. ICDCS (2022)
Hui Sun, Qiang Wang, Yinliang Yue, Yuhong Zhao, Song Fu
A storage computing architecture with multiple NDP devices for accelerating compaction performance in LSM-tree based KV stores. J. Syst. Archit. 130 (2022)
Beilei Jiang, Xianwei Cheng, Sihai Tang, Xu Ma, Zhaochen Gu, Song Fu, Qing Yang, Mingxiong Liu
MLCNN: Cross-Layer Cooperative Optimization and Accelerator Architecture for Speeding Up Deep Learning Applications. IPDPS (2022)
Tianyu Bai, Song Fu, Qing Yang
Privacy-Preserving Object Detection with Secure Convolutional Neural Networks for Vehicular Edge Computing. Future Internet 14 (11) (2022)
Song Fu, Shisheng Zhong, Lin Lin, Minghang Zhao
A Novel Time-Series Memory Auto-Encoder With Sequentially Updated Reconstructions for Remaining Useful Life Prediction. IEEE Trans. Neural Networks Learn. Syst. 33 (12) (2022)
Chao Zhang, Qibing Li, Z. J. Wang, Jiequan Li, Song Fu
A two-stage fourth-order gas-kinetic CPR method for the Navier-Stokes equations on triangular meshes. J. Comput. Phys. 451 (2022)
Xu Ma, Jingda Guo, Sihai Tang, Zhinan Qiao, Qi Chen, Qing Yang, Song Fu, Paparao Palacharla, Nannan Wang, Xi Wang
Learning Connected Attentions for Convolutional Neural Networks. ICME (2021)
Song Fu, Shisheng Zhong, Lin Lin, Minghang Zhao
A re-optimized deep auto-encoder for gas turbine unsupervised anomaly detection. Eng. Appl. Artif. Intell. 101 (2021)
Mohit Kumar, Saurabh Gupta, Tirthak Patel, Michael Wilder, Weisong Shi, Song Fu, Christian Engelmann, Devesh Tiwari
Study of interconnect errors, network congestion, and applications characteristics for throttle prediction on a large scale HPC system. J. Parallel Distributed Comput. 153 (2021)
Haili Wang, Jingda Guo, Xu Ma, Song Fu, Qing Yang, Yunzhong Xu
Online Self-Evolving Anomaly Detection in Cloud Computing Environments. CoRR (2021)
Xinrong Li, Xiaodong Wang, Qing Yang, Song Fu
Signal Processing for TDM MIMO FMCW Millimeter-Wave Radar Sensors. IEEE Access 9 (2021)
Kien X. Nguyen, Tiffany Ryu, Jocelyn Zhang, Xu Ma, Qing Yang, Song Fu, Paparao Palacharla, Nannan Wang, Xi Wang
CoConv: Learning Dynamic Cooperative Convolution for Image Recognition. ICME (2021)
Beilei Jiang, Xianwei Cheng, Sihai Tang, Xu Ma, Zhaochen Gu, Hui Zhao, Song Fu
APCNN: Explore Multi-Layer Cooperation for CNN Optimization and Acceleration on FPGA. FPGA (2021)
Xu Ma, Jingda Guo, Andrew Sansom, Mara McGuire, Andrew Kalaani, Qi Chen, Sihai Tang, Qing Yang, Song Fu
Spatial Pyramid Attention for Deep Convolutional Neural Networks. IEEE Trans. Multim. 23 (2021)
Song Fu, Yongjian Zhang, Lin Lin, Minghang Zhao, Shi-sheng Zhong
Deep residual LSTM with domain-invariance for remaining useful life prediction across domains. Reliab. Eng. Syst. Saf. 216 (2021)
Jingda Guo, Dominic Carrillo, Sihai Tang, Qi Chen, Qing Yang, Song Fu, Xi Wang, Nannan Wang, Paparao Palacharla
CoFF: Cooperative Spatial Feature Fusion for 3-D Object Detection on Autonomous Vehicles. IEEE Internet Things J. 8 (14) (2021)
Qing Yang, Song Fu, Honggang Wang, Hua Fang
Machine-Learning-Enabled Cooperative Perception for Connected Autonomous Vehicles: Challenges and Opportunities. IEEE Netw. 35 (3) (2021)
Sihai Tang, Bruce Haidi Chen, Harold Iwen, Jason Hirsch, Song Fu, Qing Yang, Paparao Palacharla, Nannan Wang, Xi Wang, Weisong Shi
VECFrame: A Vehicular Edge Computing Framework for Connected Autonomous Vehicles. EDGE (2021)
Zhaochen Gu, Sihai Tang, Beilei Jiang, Song Huang, Qiang Guan, Song Fu
Characterizing Job-Task Dependency in Cloud Workloads Using Graph Learning. IPDPS Workshops (2021)
Chao Zhang, Qibing Li, Zhi Jian Wang, Jiequan Li, Song Fu
A two-stage fourth-order gas-kinetic CPR method for the Navier-Stokes equations on triangular meshes. CoRR (2020)
Xu Ma, Jingda Guo, Sihai Tang, Zhinan Qiao, Qi Chen, Qing Yang, Song Fu
DCANet: Learning Connected Attentions for Convolutional Neural Networks. CoRR (2020)
Jingda Guo, Dominic Carrillo, Sihai Tang, Qi Chen, Qing Yang, Song Fu, Xi Wang, Nannan Wang, Paparao Palacharla
CoFF: Cooperative Spatial Feature Fusion for 3D Object Detection on Autonomous Vehicles. CoRR (2020)
Zhen Meng, Song Fu, Jie Yan, Hongyuan Liang, Anfu Zhou, Shilin Zhu, Huadong Ma, Jianhua Liu, Ning Yang
Gait Recognition for Co-Existing Multiple People Using Millimeter Wave Sensing. AAAI (2020)
Hsing-bung Chen, Sihai Tang, Song Fu
A middle-ware approach to leverage the distributed data de-duplication capability on HPC and Cloud storage systems. IEEE BigData (2020)
Xu Ma, Jingda Guo, Qi Chen, Sihai Tang, Qing Yang, Song Fu
Attention Meets Normalization and Beyond. ICME (2020)
Xu Ma, Song Fu
Position-Aware Recalibration Module: Learning From Feature Semantics and Feature Position. IJCAI (2020)
Sihai Tang, Bruce Haidi Chen, Jacob Hochstetler, Jason Hirsch, Song Fu
Cooperative Mixed Reality Leveraging Edge Computing and Communication. SEC (2020)
Jingda Guo, Xu Ma, Andrew Sansom, Mara McGuire, Andrew Kalaani, Qi Chen, Sihai Tang, Qing Yang, Song Fu
Spanet: Spatial Pyramid Attention Network for Enhanced Image Recognition. ICME (2020)
Xu Ma, Zhinan Qiao, Jingda Guo, Sihai Tang, Qi Chen, Qing Yang, Song Fu
Cascaded Context Dependency: An Extremely Lightweight Module For Deep Convolutional Neural Networks. ICIP (2020)
Qi Chen, Sihai Tang, Jacob Hochstetler, Jingda Guo, Yuan Li, Jinbo Xiong, Qing Yang, Song Fu
Low-Latency High-Level Data Sharing for Connected and Autonomous Vehicular Networks. CoRR (2019)
Hsing-bung Chen, Zhi Qiao, Song Fu
Applying SDN based data network on HPC Big Data Computing - Design, Implementation, and Evaluation. IEEE BigData (2019)
Shisheng Zhong, Song Fu, Lin Lin, Xuyun Fu, Zhiquan Cui, Rui Wang
A novel unsupervised anomaly detection for gas turbine using Isolation Forest. ICPHM (2019)
Farzaneh Abazari, Morteza Analoui, Hassan Takabi, Song Fu
MOWS: Multi-objective workflow scheduling in cloud computing based on heuristic algorithm. Simul. Model. Pract. Theory 93 (2019)
Zongze Li, Song Fu
Accelerating RNN on FPGA with Efficient Conversion of High-Level Designs to RTL. IEEE BigData (2019)
Song Huang, Shuwen Liang, Song Fu, Weisong Shi, Devesh Tiwari, Hsing-bung Chen
Characterizing Disk Health Degradation and Proactively Protecting Against Disk Failures for Reliable Storage Systems. ICAC (2019)
Zongze Li, Song Fu, Sean Blanchard, Michael Lang
Topology-Aware Event Sequence Mining for Understanding HPC System Behavior and Detecting Anomalies. HPCC/SmartCity/DSS (2019)
Hui Sun, Wei Liu, Jianzhong Huang, Song Fu, Zhi Qiao, Weisong Shi
Near-Data Processing-Enabled and Time-Aware Compaction Optimization for LSM-tree-based Key-Value Stores. ICPP (2019)
Qi Chen, Xu Ma, Sihai Tang, Jingda Guo, Qing Yang, Song Fu
F-cooper: feature based cooperative perception for autonomous vehicle edge computing system using 3D point clouds. SEC (2019)
Qi Chen, Sihai Tang, Jacob Hochstetler, Jingda Guo, Yuan Li, Jinbo Xiong, Qing Yang, Song Fu
Low-Latency High-Level Data Sharing for Connected and Autonomous Vehicular Networks. ICII (2019)
Qi Chen, Sihai Tang, Qing Yang, Song Fu
Cooper: Cooperative Perception for Connected Autonomous Vehicles based on 3D Point Clouds. CoRR (2019)
Shuwen Liang, Zhi Qiao, Sihai Tang, Jacob Hochstetler, Song Fu, Weisong Shi, Hsing-Bung Chen
An Empirical Study of Quad-Level Cell (QLC) NAND Flash SSDs for Big Data Applications. IEEE BigData (2019)
Zhi Qiao, Shuwen Liang, Song Fu, Hsing-Bung Chen, Bradley W. Settlemyer
Characterizing and Modeling Reliability of Declustered RAID for HPC Storage Systems. DSN (Industry Track) (2019)
Sihai Tang, Zhaochen Gu, Qing Yang, Song Fu
Smart Home IoT Anomaly Detection based on Ensemble Model Learning From Heterogeneous Data. IEEE BigData (2019)
Zhi Qiao, Song Fu, Hsing-Bung Chen, Bradley W. Settlemyer
Building Reliable High-Performance Storage Systems: An Empirical and Analytical Study. CLUSTER (2019)
Qi Chen, Sihai Tang, Qing Yang, Song Fu
Cooper: Cooperative Perception for Connected Autonomous Vehicles Based on 3D Point Clouds. ICDCS (2019)
Zhi Qiao, Shuwen Liang, Hsing-Bung Chen, Song Fu, Bradley W. Settlemyer
Exploring Declustered Software RAID for Enhanced Reliability and Recovery Performance in HPC Storage Systems. SRDS (2019)
Mohit Kumar, Saurabh Gupta, Tirthak Patel, Michael Wilder, Weisong Shi, Song Fu, Christian Engelmann, Devesh Tiwari
Understanding and Analyzing Interconnect Errors and Network Congestion on a Large Scale HPC System. DSN (2018)
Zongze Li, Matthew Davidson, Song Fu, Sean Blanchard, Michael Lang
Converting Unstructured System Logs into Structured Event List for Anomaly Detection. ARES (2018)
Jacob Hochstetler, Rahul Padidela, Qi Chen, Qing Yang, Song Fu
Embedded Deep Learning for Vehicular Edge Computing. SEC (2018)
Hsing-bung Chen, Qiang Guan, Song Fu
UNS: A Portable, Mobile, and Exchangeable Namespace for Supporting Fetch-from-Anywhere Big Data Eco-Systems. DASC/PiCom/DataCom/CyberSciTech (2018)
Zhi Qiao, Jacob Hochstetler, Shuwen Liang, Song Fu, Hsing-bung Chen, Bradley W. Settlemyer
Incorporate Proactive Data Protection in ZFS Towards Reliable Storage Systems. DASC/PiCom/DataCom/CyberSciTech (2018)
Zhi Qiao, Jacob Hochstetler, Shuwen Liang, Song Fu, Hsing-bung Chen, Bradley W. Settlemyer
Developing Cost-Effective Data Rescue Schemes to Tackle Disk Failures in Data Centers. BigData Congress (2018)
Hui Sun, Wei Liu, Zhi Qiao, Song Fu, Weisong Shi
DStore: A Holistic Key-Value Store Exploring Near-Data Processing and On-Demand Scheduling for Compaction Optimization. IEEE Access 6 (2018)
Zhi Qiao, Shuwen Liang, Nandini Damera, Song Fu, Hsing-bung Chen, Michael Lang
ACTOR: Active Cloud Storage with Energy-Efficient On-Drive Data Processing. IEEE BigData (2018)
Zongze Li, Matthew Davidson, Song Fu, Sean Blanchard, Michael Lang
Event Block Identification and Analysis for Effective Anomaly Detection to Build Reliable HPC Systems. HPCC/SmartCity/DSS (2018)
Chao Zhang, Qibing Li, Song Fu, Zhi Jian Wang
A third-order gas-kinetic CPR method for the Euler and Navier-Stokes equations on triangular meshes. J. Comput. Phys. 363 (2018)
Shuwen Liang, Zhi Qiao, Jacob Hochstetler, Song Huang, Song Fu, Weisong Shi, Devesh Tiwari, Hsing-Bung Chen, Bradley W. Settlemyer, David Richard Montoya
Reliability Characterization of Solid State Drives in a Scalable Production Datacenter. IEEE BigData (2018)
Shiyi Li, Qibing Li, Song Fu, Kun Xu
A unified gas-kinetic scheme for axisymmetric flow in all Knudsen number regimes. J. Comput. Phys. 366 (2018)
Qiang Guan, Nathan DeBardeleben, Sean Blanchard, Song Fu
Addressing statistical significance of fault injection: empirical studies of the soft error susceptibility. Int. J. High Perform. Comput. Netw. 10 (4/5) (2017)
Hsing-bung Chen, Song Fu
Parallel Erasure Coding: Exploring Task Parallelism in Erasure Coding for Enhanced Bandwidth and Energy Efficiency. NAS (2016)
Song Huang, Zhiang Deng, Song Fu
Quantifying entity criticality for fault impact analysis and dependability enhancement in software-defined networks. IPCCC (2016)
Jacob Hochstetler, Lauren Hochstetler, Song Fu
An Optimal Police Patrol Planning Strategy for Smart City Safety. HPCC/SmartCity/DSS (2016)
Ziming Zhang, Michael Lang, Scott Pakin, Song Fu
TracSim: Simulating and scheduling trapped power capacity to maximize machine room throughput. Parallel Comput. 57 (2016)
Hsing-bung Chen, Song Fu
Improving Coding Performance and Energy Efficiency of Erasure Coding Process for Storage Systems - A Parallel and Scalable Approach. CLOUD (2016)
Song Huang, Song Fu, Scott Pakin, Michael Lang
Characterizing power and energy efficiency of legion runtime and applications: An early experience. IGSC (2016)
Elisabeth Baseman, Sean Blanchard, Zongze Li, Song Fu
Relational Synthesis of Text and Numeric Data for Anomaly Detection on Computing System Logs. ICMLA (2016)
Song Huang, Song Fu, Nathan DeBardeleben, Qiang Guan, Cheng-Zhong Xu
Differentiated Failure Remediation with Action Selection for Resilient Computing. PRDC (2015)
Hsing-bung Chen, Song Fu
PASSI: A Parallel, Reliable and Scalable Storage Software Infrastructure for active storage system and I/O environments. IPCCC (2015)
Zhi Qiao, Shuwen Liang, Hai Jiang, Song Fu
MR-Graph: A Customizable GPU MapReduce. CSCloud (2015)
Qiang Guan, Nathan DeBardeleben, Sean Blanchard, Song Fu
Empirical Studies of the Soft Error Susceptibility ofSorting Algorithms to Statistical Fault Injection. FTXS@HPDC (2015)
Song Huang, Song Fu, Quan Zhang, Weisong Shi
Characterizing Disk Failures with Quantified Disk Degradation Signatures: An Early Experience. IISWC (2015)
Zhi Qiao, Shuwen Liang, Hai Jiang, Song Fu
A customizable MapReduce framework for complex data-intensive workflows on GPUs. IPCCC (2015)
Song Huang, Michael Lang, Scott Pakin, Song Fu
Measurement and characterization of Haswell power and energy consumption. E2SC@SC (2015)
Qiang Guan, Nathan DeBardeleben, Sean Blanchard, Song Fu
F-SEFI: A Fine-Grained Soft Error Fault Injection Tool for Profiling Application Vulnerability. IPDPS (2014)
Xiajun Wang, Song Huang, Song Fu, Krishna Kavi
Characterizing Workload of Web Applications on Virtualized Servers. CoRR (2014)
Ziming Zhang, Michael Lang, Scott Pakin, Song Fu
Trapped capacity: scheduling under a power cap to maximize machine-room throughput. E2SC@SC (2014)
Lei Shi, Zhi Jian Wang, L. P. Zhang, Wei Liu, Song Fu
- CPR Framework for Hyperbolic Conservation Laws. J. Sci. Comput. 61 (2) (2014)
Xiajun Wang, Song Huang, Song Fu, Krishna Kavi
Characterizing Workload of Web Applications on Virtualized Servers. BPOE@ASPLOS/VLDB (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Song Fu