Haifeng Chen

Proceedings of the IEEE International Conference on Prognostics and Health Management, 2020

Robust Graph Representation Learning via Neural Sparsification.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Inductive and Unsupervised Representation Learning on Graph Structured Objects.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

T<sup>2</sup>-Net: A Semi-supervised Deep Model for Turbulence Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

APTrace: A Responsive System for Agile Enterprise Level Causality Analysis.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Querying Streaming System Monitoring Data for Enterprise System Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Mining Multivariate Discrete Event Sequences for Knowledge Discovery and Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2020

Vessels: efficient and scalable deep learning prediction on trusted processors.

[BibT_eX]

[DOI]

Proceedings of the SoCC '20: ACM Symposium on Cloud Computing, 2020

Deep Unsupervised Binary Coding Networks for Multivariate Time Series Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Tensorized LSTM with Adaptive Shared Memory for Learning Trends in Multivariate Time Series.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

GaitGANv2: Invariant gait feature extraction using generative adversarial networks.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

Research on sensor error compensation of comprehensive logging unit based on machine learning.

[BibT_eX]

[DOI]

Haibo Liang

Yanjun Lu

J. Intell. Fuzzy Syst., 2019

Heterogeneous Graph Matching Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Adversarial Defense Framework for Graph Neural Network.

[BibT_eX]

[DOI]

CoRR, 2019

EKF Based Fuzzy PI Controlled Speed Sensorless Power Optimal Control of a Direct Drive Power System.

[BibT_eX]

[DOI]

IEEE Access, 2019

Clairvoyant Networks.

[BibT_eX]

[DOI]

Proceedings of the Network Traffic Measurement and Analysis Conference, 2019

Deep Co-Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification.

[BibT_eX]

[DOI]

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

Efficient Spatial Temporal Convolutional Features for Audiovisual Continuous Affect Recognition.

[BibT_eX]

[DOI]

Proceedings of the 9th International on Audio/Visual Emotion Challenge and Workshop, 2019

Heterogeneous Graph Matching Networks for Unknown Malware Detection.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Self-Attentive Attributed Network Embedding Through Adversarial Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Adaptive Neural Network for Node Classification in Dynamic Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Learning Robust Representations with Graph Denoising Policy Network.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Progressive processing of system-behavioral query.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual Computer Security Applications Conference, 2019

Audio Visual Multimodal Classification of Bipolar Disorder Episodes.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019

A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Deep Program Reidentification: A Graph Neural Network Solution.

[BibT_eX]

[DOI]

CoRR, 2018

Learning IP network representations.

[BibT_eX]

[DOI]

Comput. Commun. Rev., 2018

Co-Regularized Deep Multi-Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Deep Learning IP Network Representations.

[BibT_eX]

[DOI]

Proceedings of the 2018 Workshop on Big Data Analytics and Machine Learning for Data Communication Networks, 2018

Bipolar Disorder Recognition with Histogram Features of Arousal and Body Gestures.

[BibT_eX]

[DOI]

Meshia Cédric Oveneke

Hichem Sahli

Proceedings of the 2018 on Audio/Visual Emotion Challenge and Workshop, 2018

Learning Deep Network Representations with Adversarially Regularized Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

NetWalk: A Flexible Deep Embedding Approach for Anomaly Detection in Dynamic Networks.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Deep r -th Root of Rank Supervised Joint Binary Embedding for Multivariate Time Series Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

TINET: Learning Invariant Networks via Knowledge Transfer.

[BibT_eX]

[DOI]

Chen Luo

Zhengzhang Chen

Lu-An Tang

Anshumali Shrivastava

Zhichun Li

Jieping Ye

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Image Restoration Method for Non-uniform Blurred Images.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018

Exploiting Graph Regularized Multi-dimensional Hawkes Processes for Modeling Events with Spatio-temporal Characteristics.

[BibT_eX]

[DOI]

Yanchi Liu

Tan Yan

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Application of Improved Kalman Filter in High Precision Electronic Scales.

[BibT_eX]

[DOI]

Yanming Wang

Proceedings of the 5th International Conference on Systems and Informatics, 2018

Piecewise Linear Interpolation Algorithm in the High Precision Electronic System.

[BibT_eX]

[DOI]

Hui Nie

Proceedings of the 5th International Conference on Systems and Informatics, 2018

Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

TGNet: Learning to Rank Nodes in Temporal Graphs.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

Ranking Causal Anomalies for System Fault Diagnosis via Temporal and Dynamical Analysis on Vanishing Correlations.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2017

Invariant feature extraction for gait recognition using only one uniform model.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Link Prediction with Spatial and Temporal Consistency in Dynamic Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Blind image restoration utilizing total variation regularization, shock filter and gradient reliability map.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Ranking Causal Anomalies by Modeling Local Propagations on Networked Systems.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

PSF estimation using total variation regularization and shock filter for blind deconvolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Consumer Electronics, 2017

GaitGAN: Invariant Gait Feature Extraction Using Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Efficient Discovery of Abnormal Event Sequences in Enterprise Security Systems.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Identifying and quantifying nonlinear structured relationships in complex manufactural systems.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

A Rational Design, Synthesis, Biological Evaluation and Structure-Activity Relationship Study of Novel Inhibitors against Cyanobacterial Fructose-1, 6-bisphosphate Aldolase.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2016

GID: Graph-based Intrusion Detection on Massive Process Traces for Enterprise Security Systems.

[BibT_eX]

[DOI]

CoRR, 2016

WALT: fast and accurate read mapping for bisulfite sequencing.

[BibT_eX]

[DOI]

Andrew D. Smith

Ting Chen

Bioinform., 2016

Integrating Community and Role Detection in Information Networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Annealed Sparsity via Adaptive and Dynamic Shrinking.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Ranking Causal Anomalies via Temporal and Dynamical Analysis on Vanishing Correlations.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Artificial fish swarm algorithm in industrial process alarm threshold optimization.

[BibT_eX]

[DOI]

Xuebin Sun

Dianjun Chen

Proceedings of the 16th International Symposium on Communications and Information Technologies, 2016

Robust Online Time Series Prediction with Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016

2015

Salient object detection based on meanshift filtering and fusion of colour information.

[BibT_eX]

[DOI]

IET Image Process., 2015

Semi-supervised Multivariate Sequential Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Mining Complex Patterns - 4th International Workshop, 2015

Efficient Long-Term Degradation Profiling in Time Series for Complex Physical Systems.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Optical Characteristics of Antireflection of SiN Layer on the Si Substrate.

[BibT_eX]

[DOI]

Alexandru Niculescu-Mizil

Duan Xie

Proceedings of the Information Technology and Intelligent Transportation Systems, 2015

Time Series Segmentation to Discover Behavior Switching in Complex Physical Systems.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

A Quality Control Engine for Complex Physical Systems.

[BibT_eX]

[DOI]

Proceedings of the 45th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2015

2014

Proactive Workload Management in Hybrid Cloud Computing.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2014

Modeling and analytics for cyber-physical systems in the age of big data.

[BibT_eX]

[DOI]

Abhishek B. Sharma

Franjo Ivancic

SIGMETRICS Perform. Evaluation Rev., 2014

Multi-agent Based Clinical Knowledge Representation with Its Dynamic Parse and Execution.

[BibT_eX]

[DOI]

Proceedings of the Health Information Science - Third International Conference, 2014

Extracting discriminative shapelets from heterogeneous sensor data.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013

Network-aware coordination of virtual machine migrations in enterprise data centers and clouds.

[BibT_eX]

[DOI]

Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013

A Data Analytic Engine Towards Self-Management of Cyber-Physical Systems.

[BibT_eX]

[DOI]

Proceedings of the 33rd International Conference on Distributed Computing Systems Workshops (ICDCS 2013 Workshops), 2013

Fault detection and localization in distributed systems using invariant relationships.

[BibT_eX]

[DOI]

Proceedings of the 2013 43rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2013

Modeling heterogeneous time series dynamics to profile big sensor data in complex physical systems.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012

Research on Localization of Apples Based on Binocular Stereo Vision Marked by Cancroids Matching.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Digital Manufacturing & Automation, 2012

2011

ASD: a comprehensive database of allosteric proteins and modulators.

[BibT_eX]

[DOI]

Nucleic Acids Res., 2011

Ranking the importance of alerts for problem determination in large computer systems.

[BibT_eX]

[DOI]

Clust. Comput., 2011

Untangling mixed information to calibrate resource utilization in virtual machines.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Autonomic Computing, 2011

Application Behavior Mapping across Heterogeneous Hardware Platforms.

[BibT_eX]

[DOI]

Proceedings of the IEEE Ninth International Conference on Dependable, 2011

A wireless EEG monitor system based on BSN node.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 2011

2010

Understanding Internet Video sharing site workload: A view from data center design.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2010

A WBAN-based Real-time Electroencephalogram Monitoring System: Design and Implementation.

[BibT_eX]

[DOI]

Wanqing Wu

J. Medical Syst., 2010

A Cooperative Sampling Approach to Discovering Optimal Configurations in Large Scale Computing Systems.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE Symposium on Reliable Distributed Systems (SRDS 2010), New Delhi, Punjab, India, October 31, 2010

Invariants Based Failure Diagnosis in Distributed Computing Systems.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE Symposium on Reliable Distributed Systems (SRDS 2010), New Delhi, Punjab, India, October 31, 2010

VCAE: A Virtualization and Consolidation Analysis Engine for Large Scale Data Centers.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2010

Modeling and Simulation of Two-Leaf Semi-rotary VAWT.

[BibT_eX]

[DOI]

Qian Zhang

Binbin Wang

Proceedings of the Life System Modeling and Intelligent Computing, 2010

A wireless EEG monitor system based on BSN node.

[BibT_eX]

[DOI]

Gang Li

Proceedings of the ACM International Health Informatics Symposium, 2010

PeerWatch: a fault detection and diagnosis tool for virtualized consolidation systems.

[BibT_eX]

[DOI]

Hui Kang

Proceedings of the 7th International Conference on Autonomic Computing, 2010

2009

Experience transfer for the configuration tuning in large scale computing systems.

[BibT_eX]

[DOI]

Wenxuan Zhang

SIGMETRICS Perform. Evaluation Rev., 2009

Fast Indexing for Large-scale Networked System Modeling.

[BibT_eX]

[DOI]

J. Networks, 2009

Intelligent Workload Factoring for a Hybrid Cloud Computing Model.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Congress on Services, Part I, 2009

Boosting the performance of computing systems through adaptive configuration tuning.

[BibT_eX]

[DOI]

Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

A gradient oriented recombination scheme for evolution strategies.

[BibT_eX]

[DOI]

Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Estimation of Heart Rate Variability Changes during Different Visual Stimulations Using Non-invasive Continuous ECG Monitoring System.

[BibT_eX]

[DOI]

Wanqing Wu

Proceedings of the International Joint Conferences on Bioinformatics, 2009

Modeling Probabilistic Measurement Correlations for Problem Determination in Large-Scale Distributed Systems.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Distributed Computing Systems (ICDCS 2009), 2009

Resilient workload manager: taming bursty workload of scaling internet applications.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Autonomic Computing, 2009

Design of Portable Multi-Channel EEG Signal Acquisition System.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

2008

Monitoring High-Dimensional Data for Failure Detection and Localization in Large-Scale Computing Systems.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2008

Profiling services for resource optimization and capacity planning in distributed systems.

[BibT_eX]

[DOI]

Clust. Comput., 2008

Correlating real-time monitoring data for mobile network management.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Symposium on a World of Wireless, 2008

Automatic Profiling of Network Event Sequences: Algorithm and Applications.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

Measurement, Modeling, and Analysis of Internet Video Sharing Site Workload: A Case Study.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Web Services (ICWS 2008), 2008

Exploiting Local and Global Invariants for the Management of Large Scale Information Systems.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Autotuning Configurations in Distributed Systems for Performance Improvements Using Evolutionary Strategies.

[BibT_eX]

[DOI]

Anooshiravan Saboori

Proceedings of the 28th IEEE International Conference on Distributed Computing Systems (ICDCS 2008), 2008

Enabling Information Confidentiality in Publish/Subscribe Overlay Services.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2008

2007

Multiresolution Abnormal Trace Detection Using Varied-Length n-Grams and Automata.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part C, 2007

Online Tracking of Component Interactions for Failure Detection and Localization in Distributed Systems.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part C, 2007

Efficient and Scalable Algorithms for Inferring Likely Invariants in Distributed Systems.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2007

Failure Detection in Large-Scale Internet Services by Principal Subspace Mapping.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2007

Nonlinear Feature Selection by Relevance Feature Vector Machine.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

Development of a Portable EEG Monitoring System based on WLAN.

[BibT_eX]

[DOI]

Donghee Ye

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2007

Development of a Tiny Computer-Assisted Wireless EEG Biofeedback System.

[BibT_eX]

[DOI]

Proceedings of the Evolvable Systems: From Biology to Hardware, 2007

Measurement and Analysis of "Yes" and "No" Responses by Auditory Stimuli Questions in Human EEG.

[BibT_eX]

[DOI]

Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007

2006

Modeling and Tracking of Transaction Flow Dynamics for Fault Detection in Complex Systems.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2006

Discovering likely invariants of distributed transaction systems for autonomic system management.

[BibT_eX]

[DOI]

Clust. Comput., 2006

Combining supervised and unsupervised monitoring for fault detection in distributed computing systems.

[BibT_eX]

[DOI]

Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Fault Detection in Distributed Systems by Representative Subspace Mapping.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Robust Nonlinear Dimensionality Reduction for Manifold Learning.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Tracking Probabilistic Correlation of Monitoring Data for Fault Detection in Complex Systems.

[BibT_eX]

[DOI]

Proceedings of the 2006 International Conference on Dependable Systems and Networks (DSN 2006), 2006

2005

Robust fusion of uncertain information.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2005

Superstructure Searching Algorithm for Generic Reaction Retrieval.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2005

Computational Studies and Drug Design for HIV-1 Reverse Transcriptase Inhibitors of 3′, 4′-di-O-(S)-camphanoyl-(+)-cis-Khellactone (DCK) Analogs.

[BibT_eX]

[DOI]

J. Comput. Aided Mol. Des., 2005

Failure detection and localization in component based systems by online tracking.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Multi-resolution Abnormal Trace Detection Using Varied-length N-grams and Automata.

[BibT_eX]

[DOI]

Proceedings of the Second International Conference on Autonomic Computing (ICAC 2005), 2005

2004

Comparative Study of QSAR/QSPR Correlations Using Support Vector Machines, Radial Basis Function Neural Networks, and Multiple Linear Regression.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2004

Model Based Object Recognition by Robust Information Fusion.

[BibT_eX]

[DOI]

Ilan Shimshoni

Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003

Robust Regression with Projection Based M-estimators.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

2002

Robust Computer Vision through Kernel Density Estimation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2002

2001

Robust Regression for Data with Multiple Structures.

[BibT_eX]

[DOI]