Yijie Wang

Orcid: 0000-0002-2913-4016

Affiliations:
  • National University of Defense Technology, School of Computer, National Key Laboratory of Parallel and Distributed Processing, Changsha, China (PhD 1998)


According to our database1, Yijie Wang authored at least 119 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Calibrated One-Class Classification for Unsupervised Time Series Anomaly Detection.
IEEE Trans. Knowl. Data Eng., November, 2024

Adaptive and augmented active anomaly detection on dynamic network traffic streams.
Frontiers Inf. Technol. Electron. Eng., March, 2024

Boundary-Driven Active Learning for Anomaly Detection in Time Series Data Streams.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Deep Isolation Forest for Anomaly Detection.
IEEE Trans. Knowl. Data Eng., December, 2023

RoSAS: Deep semi-supervised anomaly detection with contamination-resilient continuous supervision.
Inf. Process. Manag., September, 2023

Local-Adaptive Transformer for Multivariate Time Series Anomaly Detection and Diagnosis.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Fascinating Supervisory Signals and Where to Find Them: Deep Anomaly Detection with Scale Learning.
Proceedings of the International Conference on Machine Learning, 2023

Smoothing Point Adjustment-Based Evaluation of Time Series Anomaly Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
ESDU: An elastic stripe-based delta update method for erasure-coded cross-data center storage systems.
J. Parallel Distributed Comput., 2022

DFAID: Density-aware and feature-deviated active intrusion detection over network traffic streams.
Comput. Secur., 2022

Factorization Machine-based Unsupervised Model Selection Method<sup>*</sup>.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

DPSS: Dynamic Parameter Selection for Outlier Detection on Data Streams.
Proceedings of the 28th IEEE International Conference on Parallel and Distributed Systems, 2022

2021
DRAM Failure Prediction in AIOps: EmpiricalEvaluation, Challenges and Opportunities.
CoRR, 2021

Beyond Outlier Detection: Outlier Interpretation by Attention-Guided Triplet Deviation Network.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Implanting Domain Knowledge into Feature Selection for Effective Outlier Detection in Network Traffic Data.
Proceedings of the 2021 IEEE SmartWorld, 2021

Attention-based Encoder-Decoder Recurrent Neural Networks for HTTP Payload Anomaly Detection.
Proceedings of the 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September 30, 2021

Entropy and Autoencoder-Based Outlier Detection in Mixed-Type Network Traffic Data.
Proceedings of the 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September 30, 2021

Surrogate Supervision-based Deep Weakly-supervised Anomaly Detection.
Proceedings of the 2021 International Conference on Data Mining, 2021

Effective Anomaly Detection Based on Reinforcement Learning in Network Traffic Data.
Proceedings of the 27th IEEE International Conference on Parallel and Distributed Systems, 2021

OADA: An Online Data Augmentation Method for Raw Histopathology Images.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

Fden: Mining Effective Information of Features in Detecting Network Anomalies.
Proceedings of the IEEE International Conference on Acoustics, 2021

NH-CIL: A Nested Hierarchy Algorithm for Class Incremental Learning.
Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

Neighborhood Consensus Networks for Unsupervised Multi-view Outlier Detection.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
An Adaptive Erasure Code for JointCloud Storage of Internet of Things Big Data.
IEEE Internet Things J., 2020

An end-to-end distance measuring for mixed data based on deep relevance learning.
Intell. Data Anal., 2020

Reducing network cost of data repair in erasure-coded cross-datacenter storage.
Future Gener. Comput. Syst., 2020

NiCad+: Speeding the Detecting Process of NiCad.
Proceedings of the 14th IEEE International Conference on Service Oriented Systems Engineering, 2020

Feature Selection on Data Stream via Multi-Cluster Structure Preservation.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Joint Learning-Based Anomaly Detection on KPI Data.
Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

Outlier Detection Ensemble with Embedded Feature Selection.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
FAAD: an unsupervised fast and accurate anomaly detection method for a multi-dimensional sequence over data stream.
Frontiers Inf. Technol. Electron. Eng., 2019

A Neural Probabilistic outlier detection method for categorical data.
Neurocomputing, 2019

Variational autoencoder-based outlier detection for high-dimensional data.
Intell. Data Anal., 2019

LAR: Locality-Aware Reconstruction for erasure-coded distributed storage systems.
Concurr. Comput. Pract. Exp., 2019

A Graph-Based Method for Active Outlier Detection With Limited Expert Feedback.
IEEE Access, 2019

Mixup Based Privacy Preserving Mixed Collaboration Learning.
Proceedings of the 13th IEEE International Conference on Service-Oriented System Engineering, 2019

DCIGAN: A Distributed Class-Incremental Learning Method Based on Generative Adversarial Networks.
Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

Multi-Hierarchy Attribute Relationship Mining Based Outlier Detection for Categorical Data.
Proceedings of the International Joint Conference on Neural Networks, 2019

MIX: A Joint Learning Framework for Detecting Both Clustered and Scattered Outliers in Mixed-Type Data.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Unsupervised Feature Selection via Local Total-Order Preservation.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

Central-Diffused Instance Generation Method in Class Incremental Learning.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

A Distributed Class-Incremental Learning Method Based on Neural Network Parameter Fusion.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Embedding-Based Complex Feature Value Coupling Learning for Detecting Outliers in Non-IID Categorical Data.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
TA-Update: An Adaptive Update Scheme with Tree-Structured Transmission in Erasure-Coded Storage Systems.
IEEE Trans. Parallel Distributed Syst., 2018

Stochastic extra-gradient based alternating direction methods for graph-guided regularized minimization.
Frontiers Inf. Technol. Electron. Eng., 2018

EADetection: An efficient and accurate sequential behavior anomaly detection approach over data streams.
Int. J. Distributed Sens. Networks, 2018

Incremental encoding for erasure-coded cross-datacenters cloud storage.
Future Gener. Comput. Syst., 2018

FPPB: A Fast and Privacy-Preserving Method Based on the Permissioned Blockchain for Fair Transactions in Sharing Economy.
Proceedings of the 17th IEEE International Conference On Trust, 2018

RZKPB: A Privacy-Preserving Blockchain-Based Fair Transaction Method for Sharing Economy.
Proceedings of the 17th IEEE International Conference On Trust, 2018

Fisher Discriminant Analysis Random Forest for Online Class Incremental Learning.
Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2018

FROD: Fast and Robust Distance-Based Outlier Detection with Active-Inliers-Patterns in Data Streams.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Exploring a High-quality Outlying Feature Value Set for Noise-Resilient Outlier Detection in Categorical Data.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017
Efficient in-place update with grouped and pipelined data transmission in erasure-coded storage systems.
Future Gener. Comput. Syst., 2017

A decentralized redundancy generation scheme for codes with locality in distributed storage systems.
Concurr. Comput. Pract. Exp., 2017

A cloud-assisted publish/subscribe service for time-critical dissemination of bulk content.
Concurr. Comput. Pract. Exp., 2017

HDSVM: A High Efficiency Distributed SVM Framework over Data Stream.
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

TMRCP: A Trend-Matching Resources Coupled Prediction Method over Data Stream.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Online Encoding for Erasure-Coded Distributed Storage Systems.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems Workshops, 2017

2016
Repairing multiple failures adaptively with erasure codes in distributed storage systems.
Concurr. Comput. Pract. Exp., 2016

Pipelined Online Data Insertion for Erasure Codes in Distributed Storage Systems.
Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

GSLAC: A General Scalable and Low-Overhead Alert Correlation Method.
Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

A User Behavior Anomaly Detection Approach Based on Sequence Mining over Data Streams.
Proceedings of the 17th International Conference on Parallel and Distributed Computing, 2016

A Variable Markovian Based Outlier Detection Method for Multi-Dimensional Sequence over Data Stream.
Proceedings of the 17th International Conference on Parallel and Distributed Computing, 2016

T-Update: A tree-structured update scheme with top-down transmission in erasure-coded systems.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

GDSW: A General Framework for Distributed Sliding Window over Data Streams.
Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

A C-SVM Based Anomaly Detection Method for Multi-Dimensional Sequence over Data Stream.
Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

2015
A General Scalable and Elastic Content-Based Publish/Subscribe Service.
IEEE Trans. Parallel Distributed Syst., 2015

An efficient scheme for probabilistic skyline queries over distributed uncertain data.
Telecommun. Syst., 2015

A Scalable and Reliable Matching Service for Content-Based Publish/Subscribe Systems.
IEEE Trans. Cloud Comput., 2015

A general scalable and elastic matching service for content-based publish/subscribe systems.
Concurr. Comput. Pract. Exp., 2015

BLOR: An efficient bandwidth and latency sensitive overlay routing approach for flash data dissemination.
Concurr. Comput. Pract. Exp., 2015

Scalable and elastic total order in content-based publish/subscribe systems.
Comput. Networks, 2015

Design, Implementation and Evaluation of an Application-Layer Virtualized Network.
Proceedings of the 2015 IEEE Symposium on Service-Oriented System Engineering, 2015

Cooperative repair based on tree structure for multiple failures in distributed storage systems with regenerating codes.
Proceedings of the 12th ACM International Conference on Computing Frontiers, 2015

Towards Latency-Optimal Distributed Relay Selection.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

2014
Parallelizing skyline queries over uncertain data streams with sliding window partitioning and grid index.
Knowl. Inf. Syst., 2014

Parallel skyline queries over uncertain data streams in cloud computing environments.
Int. J. Web Grid Serv., 2014

Scalable and elastic event matching for attribute-based publish/subscribe systems.
Future Gener. Comput. Syst., 2014

CommonFinder: A decentralized and privacy-preserving common-friend measurement method for the distributed online social networks.
Comput. Networks, 2014

Feverfew: a scalable coverage-based hybrid overlay for Internet-scale pub/sub networks.
Sci. China Inf. Sci., 2014

GDPS: An Efficient Approach for Skyline Queries over Distributed Uncertain Data.
Big Data Res., 2014

A Discrete Data Dividing Approach for Erasure-Code-Based Storage Applications.
Proceedings of the 8th IEEE International Symposium on Service Oriented System Engineering, 2014

MCRTREE: A Mutually Cooperative Recovery Scheme for Multiple Losses in Distributed Storage Systems Based on Tree Structure.
Proceedings of the 9th IEEE International Conference on Networking, 2014

2013
A survey of queries over uncertain data.
Knowl. Inf. Syst., 2013

HybridNN: An accurate and scalable network location service based on the inframetric model.
Future Gener. Comput. Syst., 2013

A general scalable and accurate decentralized level monitoring method for large-scale dynamic service provision in hybrid clouds.
Future Gener. Comput. Syst., 2013

DKNNS: Scalable and accurate distributed K nearest neighbor search for latency-sensitive applications.
Sci. China Inf. Sci., 2013

GPS: A General Framework for Parallel Queries over Data Streams in Cloud.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

Parallelizing Probabilistic Streaming Skyline Operator in Cloud Computing Environments.
Proceedings of the 37th Annual IEEE Computer Software and Applications Conference, 2013

2012
Skyline Query Processing on Interval Uncertain Data.
Proceedings of the 15th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops, 2012

BLOR: Bandwidth and Latency Sensitive Overlay Routing for Flash Data Dissemination.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

BCE: A privacy-preserving common-friend estimation method for distributed online social networks without cryptography.
Proceedings of the 7th International Conference on Communications and Networking in China, 2012

On the feasibility of common-friend measurements for the distributed online social networks.
Proceedings of the 7th International Conference on Communications and Networking in China, 2012

2011
HybridNN: Supporting Network Location Service on Generalized Delay Metrics
CoRR, 2011

Towards estimating expected sizes of probabilistic skylines.
Sci. China Inf. Sci., 2011

2010
SemanticCast: Content-Based Data Distribution over Self-Organizing Semantic Overlay Networks.
Proceedings of the 2010 International Conference on Parallel and Distributed Computing, 2010

CANSE: A Churn Adaptive Approach to Network Size Estimation.
Proceedings of the 16th IEEE International Conference on Parallel and Distributed Systems, 2010

2009
Anadem: A Hybrid Overlay Network for Content-Based Data Distribution.
Proceedings of the 15th IEEE International Conference on Parallel and Distributed Systems, 2009

HyperSpring: Accurate and Stable Latency Estimation in the Hyperbolic Space.
Proceedings of the 15th IEEE International Conference on Parallel and Distributed Systems, 2009

iRank: Supporting Proximity Ranking for Peer-to-Peer Applications.
Proceedings of the 15th IEEE International Conference on Parallel and Distributed Systems, 2009

2008
A distributed topology-aware overlays construction algorithm.
Proceedings of the 15th ACM Mardi Gras conference: From lightweight mash-ups to lambda grids: Understanding the spectrum of distributed computing requirements, applications, tools, infrastructures, interoperability, and the incremental adoption of key capabilities, Baton Rouge, Louisiana, USA, January 29, 2008

2007
Key-Attributes Based Optimistic Data Consistency Maintenance Method.
Proceedings of the Parallel and Distributed Processing and Applications, 2007

Research of Routing Algorithm in Hierarchy-Adaptive P2P Systems.
Proceedings of the Parallel and Distributed Processing and Applications, 2007

2006
A Scalable Replica Management Method in Peer-to-Peer Distributed Storage Systems.
Proceedings of the 13th International Conference on Management of Data, 2006

Data Dependence-based Optimistic Data Consistency Maintenance Method.
Proceedings of the Sixth International Conference on Computer and Information Technology (CIT 2006), 2006

2005
Research of Survival-Time-Based Dynamic Adaptive Replica Allocation Algorithm in Mobile Ad Hoc Networks.
Proceedings of the Network and Parallel Computing, IFIP International Conference, 2005

Research of Power-Aware Dynamic Adaptive Replica Allocation Algorithm in Mobile Ad Hoc Networks.
Proceedings of the Parallel and Distributed Processing and Applications, 2005

Design and Evaluation of Network-Bandwidth-Based Parallel Replication Algorithm.
Proceedings of the Parallel and Distributed Processing and Applications, 2005

An Optimistic Replication Algorithm to Improve Consistency for Massive Data.
Proceedings of the Grid and Cooperative Computing - GCC 2005, 4th International Conference, Beijing, China, November 30, 2005

A Prediction-Based Parallel Replication Algorithm in Distributed Storage System.
Proceedings of the Grid and Cooperative Computing - GCC 2005, 4th International Conference, Beijing, China, November 30, 2005

2004
A Dynamic Adaptive Replica Allocation Algorithm in Mobile Ad Hoc Networks.
Comput. Artif. Intell., 2004

A Dynamic Adaptive Replica Allocation Algorithm in Mobile Ad Hoc Networks.
Proceedings of the 2nd IEEE Conference on Pervasive Computing and Communications Workshops (PerCom 2004 Workshops), 2004

Stable Neighbor Based Adaptive Replica Allocation in Mobile Ad Hoc Networks.
Proceedings of the Computational Science, 2004

Research of Data-Partition-Based Replication Algorithm in Peer-to-Peer Distributed Storage System.
Proceedings of the Grid and Cooperative Computing, 2004

2003
Efficient Search in Gnutella-Like "Small-World" Peer-to-Peer Systems.
Proceedings of the Grid and Cooperative Computing, Second International Workshop, 2003

Dynamic Self-Adaptive Replica Location Method in Data Grids.
Proceedings of the 2003 IEEE International Conference on Cluster Computing (CLUSTER 2003), 2003

A Scalable Peer-to-Peer Network with Constant Degree.
Proceedings of the Advanced Parallel Programming Technologies, 5th International Workshop, 2003

2000
Design and Implementation of a Distributed Virtual Environment Development Platform.
Int. J. Virtual Real., 2000

1999
The Visual Query Language for an Object-Oriented Knowledge-Based System.
Proceedings of the 1999 International Symposium on Database Applications in Non-Traditional Environments (DANTE '99), 1999


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