Xudong Liu

Orcid: 0000-0001-7102-0963

Affiliations:

Beihang University, School of Computer Science and Engineering, SKLSDE Lab and Beijing Advanced Innovation Center for Big Data and Brain Computing, Beijing, China

According to our database¹, Xudong Liu authored at least 128 papers between 2007 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Few-Shot KBQA Method Based on Multi-Task Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2024

Code-Style In-Context Learning for Knowledge-Based Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

TI-MVD: A temporal interaction-enhanced model for malware variants detection.

[BibT_eX]

[DOI]

Knowl. Based Syst., October, 2023

Scalable inter-domain network virtualization.

[BibT_eX]

[DOI]

J. Netw. Comput. Appl., September, 2023

A novel hierarchical attention-based triplet network with unsupervised domain adaptation for network intrusion detection.

[BibT_eX]

[DOI]

Appl. Intell., May, 2023

Learning Implicit and Explicit Multi-task Interactions for Information Extraction.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., April, 2023

Self-training through Classifier Disagreement for Cross-Domain Opinion Target Extraction.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Deep Contrastive One-Class Time Series Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Detecting Condition-Related Bugs with Control Flow Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2023

Reusing Deep Neural Network Models through Model Re-engineering.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

Template-based Neural Program Repair.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

Deep Autoencoding One-Class time Series Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Improving Vulnerability Detection with Hybrid Code Graph Representation.

[BibT_eX]

[DOI]

Proceedings of the 30th Asia-Pacific Software Engineering Conference, 2023

2022

CloudSimSFC: Simulating Service Function chains in Multi-Domain Service Networks.

[BibT_eX]

[DOI]

Simul. Model. Pract. Theory, 2022

Cyber threat prediction using dynamic heterogeneous graph learning.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Non-salient region erasure for time series augmentation.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2022

MEMBER: A multi-task learning model with hybrid deep features for network intrusion detection.

[BibT_eX]

[DOI]

Comput. Secur., 2022

DarknetSec: A novel self-attentive deep learning method for darknet traffic classification and application identification.

[BibT_eX]

[DOI]

Comput. Secur., 2022

MATTER: A Multi-Level Attention-Enhanced Representation Learning Model for Network Intrusion Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Trust, 2022

Adaptive Shapelets Preservation for Time Series Augmentation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Improving Fault Localization and Program Repair with Deep Semantic Features and Transferred Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

A Transformational Biencoder with In-Domain Negative Sampling for Zero-Shot Entity Linking.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Unsupervised Sentence Representation via Contrastive Learning with Mixing Negatives.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Porn2Vec: A robust framework for detecting pornographic websites based on contrastive learning.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Find truth in the hands of the few: acquiring specific knowledge with crowdsourcing.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2021

Automatically predicting cyber attack preference with attributed heterogeneous attention networks and transductive learning.

[BibT_eX]

[DOI]

Comput. Secur., 2021

Unsupervised Semantic Association Learning with Latent Label Inference.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

MG-DVD: A Real-time Framework for Malware Variant Detection Based on Dynamic Heterogeneous Graph Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Incorporating Multiple Features to Predict Bug Fixing Time with Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2021

CSMOTE: Contrastive Synthetic Minority Oversampling for Imbalanced Time Series Classification.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 28th International Conference, 2021

Progressive Multi-task Learning with Controlled Information Flow for Joint Entity and Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Pairwise Link Prediction Model for Out of Vocabulary Knowledge Base Entities.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2020

Multi-attributed heterogeneous graph convolutional network for bot detection.

[BibT_eX]

[DOI]

Inf. Sci., 2020

CONAN: A framework for detecting and handling collusion in crowdsourcing.

[BibT_eX]

[DOI]

Inf. Sci., 2020

How are distributed bugs diagnosed and fixed through system logs?

[BibT_eX]

[DOI]

Inf. Softw. Technol., 2020

A Probabilistic Model for User Interest Propagation in Recommender Systems.

[BibT_eX]

[DOI]

IEEE Access, 2020

Cyber Threat Intelligence Modeling Based on Heterogeneous Graph Convolutional Network.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Symposium on Research in Attacks, 2020

Learning to Handle Exceptions.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

Structured Probabilistic End-to-End Learning from Crowds.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Retrieval-based neural source code summarization.

[BibT_eX]

[DOI]

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020

Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Design and Implementation of Automatic Matching and Remote Screening System for Intelligent Security Inspection.

[BibT_eX]

[DOI]

Proceedings of the CIPAE 2020: 2020 International Conference on Computers, 2020

Robust Adversarial Active Learning with a Novel Diversity Constraint.

[BibT_eX]

[DOI]

Chengbin Sun

Hailong Sun

Xudong Liu

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

DependLoc: A Dependency-based Framework For Bug Localization.

[BibT_eX]

[DOI]

Proceedings of the 27th Asia-Pacific Software Engineering Conference, 2020

Relation Extraction with Convolutional Network over Learnable Syntax-Transport Graph.

[BibT_eX]

[DOI]

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

2019

SysOptic: A Fine-Grained Monitoring System for Virtual Machines Based on PMU.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Service-Oriented System Engineering, 2019

HCNet: An SDN Enabled Virtual Network Management System for Hybrid Clouds.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

Learning Semantic Coherence for Machine Generated Spam Text Detection.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

A novel neural source code representation based on abstract syntax tree.

[BibT_eX]

[DOI]

Proceedings of the 41st International Conference on Software Engineering, 2019

Aspect-Level Sentiment Analysis Via Convolution over Dependency Tree.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

大数据驱动的开发者社区中知识交流网络的分析 (Big Data Driven Analysis of Knowledge Exchange Network in Developer Community).

[BibT_eX]

[DOI]

Yifei Da

Xudong Liu

Hailong Sun

计算机科学, 2018

Human mobility semantics analysis: a probabilistic and scalable approach.

[BibT_eX]

[DOI]

GeoInformatica, 2018

Graph Pattern Matching for Dynamic Team Formation.

[BibT_eX]

[DOI]

CoRR, 2018

ShadowMonitor: An Effective In-VM Monitoring Framework with Hardware-Enforced Isolation.

[BibT_eX]

[DOI]

Proceedings of the Research in Attacks, Intrusions, and Defenses, 2018

Profiling Developer Expertise across Software Communities with Heterogeneous Information Network Analysis.

[BibT_eX]

[DOI]

Proceedings of the Tenth Asia-Pacific Symposium on Internetware, 2018

A Hybrid Approach to Developer Recommendation Based on Multi-relationship.

[BibT_eX]

[DOI]

Yifei Da

Hailong Sun

Xudong Liu

Proceedings of the Tenth Asia-Pacific Symposium on Internetware, 2018

Semantically enhanced tag recommendation for software CQAs via deep learning.

[BibT_eX]

[DOI]

Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings, 2018

Entity-level sentiment analysis of issue comments.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Workshop on Emotion Awareness in Software Engineering, 2018

Service4Crowd: A Service Oriented Process Management Platform for Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2018

Automatically Generating API Usage Patterns from Natural Language Queries.

[BibT_eX]

[DOI]

Proceedings of the 25th Asia-Pacific Software Engineering Conference, 2018

2017

Adaptive trade-off between consistency and performance in data replication.

[BibT_eX]

[DOI]

Softw. Pract. Exp., 2017

Handling multi-dimensional complex queries in key-value data stores.

[BibT_eX]

[DOI]

Inf. Syst., 2017

Achieving convergent causal consistency and high availability for cloud storage.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2017

An efficient and highly available framework of data recency enhancement for eventually consistent data stores.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2017

PaIndex: An online index system for vehicle trajectory data exploiting parallelism.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Systems and Informatics, 2017

Budgeted Task Scheduling for Crowdsourced Knowledge Acquisition.

[BibT_eX]

[DOI]

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

2016

Recommender systems based on ranking performance optimization.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2016

Achieving convergent causal consistency and high availability with asynchronous replication.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE/ACM International Symposium on Quality of Service, 2016

Incorporating External Knowledge into Crowd Intelligence for More Specific Knowledge Acquisition.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Discovering Web Services with Reliable Quality: System Architecture and Algorithms.

[BibT_eX]

[DOI]

Richong Zhang

Xudong Liu

Deliang Yi

Proceedings of the IEEE International Conference on Web Services, 2016

Recommendflow: Use Topic Model to Automatically Recommend Stack Overflow Q&A in IDE.

[BibT_eX]

[DOI]

Proceedings of the Collaborate Computing: Networking, Applications and Worksharing, 2016

Approximating Graph Pattern Queries Using Views.

[BibT_eX]

[DOI]

Jia Li

Yang Cao

Xudong Liu

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Service4All: a scalable PaaS platform for service-oriented software.

[BibT_eX]

[DOI]

Int. J. Web Grid Serv., 2015

Delivering Web service load testing as a service with a global cloud.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2015

A Truthful Online Auction for Tempo-spatial Crowdsourcing Tasks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Symposium on Service-Oriented System Engineering, 2015

Poster: TRIM: A Truthful Incentive Mechanism for Dynamic and Heterogeneous Tasks in Mobile Crowdsensing.

[BibT_eX]

[DOI]

Yue Fan

Hailong Sun

Xudong Liu

Proceedings of the 21st Annual International Conference on Mobile Computing and Networking, 2015

Combining Crowd Contributions with Machine Learning to Detect Malicious Mobile Apps.

[BibT_eX]

[DOI]

Dahai Yao

Hailong Sun

Xudong Liu

Proceedings of the 7th Asia-Pacific Symposium on Internetware, 2015

Efficient Testing of Web Services with Mobile Crowdsourcing.

[BibT_eX]

[DOI]

Minzhi Yan

Hailong Sun

Xudong Liu

Proceedings of the 7th Asia-Pacific Symposium on Internetware, 2015

Truthful Incentive Mechanisms for Dynamic and Heterogeneous Tasks in Mobile Crowdsourcing.

[BibT_eX]

[DOI]

Yue Fan

Hailong Sun

Xudong Liu

Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

Combining Machine Learning and Crowdsourcing for Better Understanding Commodity Reviews.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

A Cooperation Framework Towards the Internet of Applications.

[BibT_eX]

[DOI]

Int. J. Softw. Informatics, 2014

Temporal QoS-aware web service recommendation via non-negative tensor factorization.

[BibT_eX]

[DOI]

Proceedings of the 23rd International World Wide Web Conference, 2014

Discovering Semantic Mobility Pattern from Check-in Data.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2014, 2014

A QoS-Aware Load Balancing Policy in Multi-tenancy Environment.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Symposium on Service Oriented System Engineering, 2014

Using Sequential Pattern Mining and Interactive Recommendation to Assist Pipe-like Mashup Development.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Symposium on Service Oriented System Engineering, 2014

iTest: testing software with mobile crowdsourcing.

[BibT_eX]

[DOI]

Minzhi Yan

Hailong Sun

Xudong Liu

Proceedings of the 1st International Workshop on Crowd-based Software Development Methods and Technologies, 2014

Using clustering and transitivity to reduce the costs of crowdsourced entity resolution.

[BibT_eX]

[DOI]

Lisha Guo

Hailong Sun

Xudong Liu

Proceedings of the 1st International Workshop on Crowd-based Software Development Methods and Technologies, 2014

Poster: a framework for instant mobile web browsing with smart prefetching and caching.

[BibT_eX]

[DOI]

Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

R-Memcached: a consistent cache replication scheme with Memcached.

[BibT_eX]

[DOI]

Proceedings of the Middleware '14 Posters & Demos Session, 2014

Incorporating Invocation Time in Predicting Web Service QoS via Triadic Factorization.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Web Services, 2014

HARP: Towards enhancing data recency for eventually consistent data stores.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems, 2014

An Incremental Tensor Factorization Approach for Web Service Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

SPKV: A Multi-dimensional Index System for Large Scale Key-Value Stores.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 16th Asia-Pacific Web Conference, 2014

2013

Personalized QoS-Aware Web Service Recommendation and Visualization.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2013

HiTrust: building cross-organizational trust relationship based on a hybrid negotiation tree.

[BibT_eX]

[DOI]

Telecommun. Syst., 2013

GOS: a global optimal selection strategies for QoS-aware web services composition.

[BibT_eX]

[DOI]

Serv. Oriented Comput. Appl., 2013

A Cooperation Model Towards the Federated Internet of Applications

[BibT_eX]

[DOI]

CoRR, 2013

Time-Aware Travel Attraction Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

Discovering User Preference from Folksonomy.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2013

A load balancing algorithm in multi-tenancy environment.

[BibT_eX]

[DOI]

Proceedings of the Proceedings Demo & Poster Track of ACM/IFIP/USENIX International Middleware Conference, 2013

A cooperation model towards the internet of applications.

[BibT_eX]

[DOI]

Proceedings of the 5th Asia-Pacific Symposium on Internetware, 2013

Towards a Scalable PaaS for Service Oriented Software.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Parallel and Distributed Systems, 2013

A Cooperation Based Metric for Mobile Applications Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2013

Towards Efficient Deployment of Cloud Applications through Dynamic Reverse Proxy Optimization.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

2012

Generating Tourism Path from Trajectories and Geo-Photos.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2012, 2012

Optimizing pipe-like mashup execution for improving resource utilization.

[BibT_eX]

[DOI]

Proceedings of the 2012 Fifth IEEE International Conference on Service-Oriented Computing and Applications (SOCA), 2012

gTravel: a global social travel system.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

WS-TaaS: A Testing as a Service Platform for Web Service Load Testing.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Parallel and Distributed Systems, 2012

A Personalized Trust-Aware Model for Travelogue Discovering.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2012

Building a TaaS Platform for Web Service Load Testing.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Cluster Computing, 2012

A Web Service Recommendation Approach Based on QoS Prediction Using Fuzzy Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Ninth International Conference on Services Computing, 2012

2011

RECON: a novel approach to fighting unreliability in peer-to-peer grids.

[BibT_eX]

[DOI]

Int. J. Grid Util. Comput., 2011

A ranking method for social-annotation-based service discovery.

[BibT_eX]

[DOI]

Proceedings of the IEEE 6th International Symposium on Service Oriented System Engineering, 2011

Building high-speed roads: Improving performance of SOAP processing for cloud services.

[BibT_eX]

[DOI]

Proceedings of the IEEE 6th International Symposium on Service Oriented System Engineering, 2011

2010

Business Process Decomposition Based on Service Relevance Mining.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Towards Trustworthy Composite Service Through Business Process Model Verification.

[BibT_eX]

[DOI]

Wenjia Huai

Xudong Liu

Hailong Sun

Proceedings of the Symposia and Workshops on Ubiquitous, 2010

GOS: A Global Optimal Selection Approach for QoS-Aware Web Services Composition.

[BibT_eX]

[DOI]

Proceedings of the Fifth IEEE International Symposium on Service-Oriented System Engineering, 2010

PASCAL: A Protocol-Based Approach for Service Composition and Dependable Optimization.

[BibT_eX]

[DOI]

Proceedings of the Fifth IEEE International Symposium on Service-Oriented System Engineering, 2010

Live Instance Migration with Data Consistency in Composite Service Evolution.

[BibT_eX]

[DOI]

Proceedings of the 6th World Congress on Services, 2010

Improving Performance for Decentralized Execution of Composite Web Services.

[BibT_eX]

[DOI]

Proceedings of the 6th World Congress on Services, 2010

RegionKNN: A Scalable Hybrid Collaborative Filtering Algorithm for Personalized Web Service Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2010

A User-Oriented Approach to Assessing Web Service Trustworthiness.

[BibT_eX]

[DOI]

Proceedings of the Autonomic and Trusted Computing - 7th International Conference, 2010

SOARWare: A Service Oriented Software Production and Running Environment.

[BibT_eX]

[DOI]

Proceedings of the Advances in Web Technologies and Applications, 2010

PRV: An Approach to Process Model Refactoring in Evolving Process-Aware Information Systems.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Services Computing, 2010

2009

SOArMetrics: A Toolkit for Testing and Evaluating SOA Middleware.

[BibT_eX]

[DOI]

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

BestRec: A Behavior Similarity Based Approach to Services Recommendation.

[BibT_eX]

[DOI]

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

2007

Active Peer to Peer.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Networking (ICN 2007), 2007

InfoXP: An E-government Information eXchange Platform Based on Overlay Network.

[BibT_eX]

[DOI]

Proceedings of the 6th Annual IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 2007

Xudong Liu

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