Qingshan Li

Orcid: 0000-0001-8692-5132

According to our database1, Qingshan Li authored at least 82 papers between 2000 and 2025.

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Bibliography

2025
Unveiling the microservices testing methods, challenges, solutions, and solutions gaps: A systematic mapping study.
J. Syst. Softw., 2025

2024
PCG: A joint framework of graph collaborative filtering for bug triaging.
J. Softw. Evol. Process., September, 2024

A Proactive Self-Adaptation Approach Based on Ensemble Prediction for Service-Based Systems.
J. Circuits Syst. Comput., September, 2024

A Multi-AGV Routing Planning Method Based on Deep Reinforcement Learning and Recurrent Neural Network.
IEEE CAA J. Autom. Sinica, July, 2024

Joint contrastive learning of structural and semantic for graph collaborative filtering.
Neurocomputing, 2024

HECS: A Hypergraph Learning-Based System for Detecting Extract Class Refactoring Opportunities.
Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

One-to-One or One-to-Many? Suggesting Extract Class Refactoring Opportunities with Intra-class Dependency Hypergraph Neural Network.
Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

Self-Supervised Reinforcement Learning for Out-of-Distribution Recovery via Auxiliary Reward.
Proceedings of the IEEE International Conference on Acoustics, 2024

Speeding up Meta-exploration via Latent Representation.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

2023
Graph collaborative filtering-based bug triaging.
J. Syst. Softw., June, 2023

DFHelper: Help clients to participate in federated learning tasks.
Appl. Intell., May, 2023

Design Automation for Continuous-Flow Lab-on-a-Chip Systems: A One-Pass Paradigm.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023

DANet: Multi-scale UAV Target Detection with Dynamic Feature Perception and Scale-aware Knowledge Distillation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

REMS: Recommending Extract Method Refactoring Opportunities via Multi-view Representation of Code Property Graph.
Proceedings of the 31st IEEE/ACM International Conference on Program Comprehension, 2023

Design of Digital Twin-driven Integrated Control and Monitoring System for Transmission System.
Proceedings of the CAA Symposium on Fault Detection, 2023

2022
MiniControl 2.0: Co-Synthesis of Flow and Control Layers for Microfluidic Biochips With Strictly Constrained Control Ports.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Make aspect-based sentiment classification go further: step into the long-document-level.
Appl. Intell., 2022

RMove: Recommending Move Method Refactoring Opportunities using Structural and Semantic Representations of Code.
Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2022

Towards Demystifying the Impact of Dependency Structures on Bug Locations in Deep Learning Libraries.
Proceedings of the ESEM '22: ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, Helsinki, Finland, September 19, 2022

Anomaly detection of traffic session based on graph neural network.
Proceedings of the 2022 International Conference on Cyber Security, 2022

2021
An Improved KNN-Based Efficient Log Anomaly Detection Method with Automatically Labeled Samples.
ACM Trans. Knowl. Discov. Data, 2021

2020
Shilling attacks against collaborative recommender systems: a review.
Artif. Intell. Rev., 2020

An Organizational Structure and Self-Adaptive Mechanism for Holonic Multi-Agent Systems.
IEEE Access, 2020

EShield: protect smart contracts against reverse engineering.
Proceedings of the ISSTA '20: 29th ACM SIGSOFT International Symposium on Software Testing and Analysis, 2020

Kaya: A Testing Framework for Blockchain-based Decentralized Applications.
Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2020

2019
A personalized metasearch engine based on multi-agent system.
Int. Arab J. Inf. Technol., 2019

Performance Analysis of the Libra Blockchain: An Experimental Study.
CoRR, 2019

APPAS: A Privacy-Preserving Authentication Scheme Based on Pseudonym Ring in VSNs.
IEEE Access, 2019

Self-Adaptive software changes analysis method based on "Detection-Recognition" Mechanism (S).
Proceedings of the 31st International Conference on Software Engineering and Knowledge Engineering, 2019

Towards automated testing of blockchain-based decentralized applications.
Proceedings of the 27th International Conference on Program Comprehension, 2019

A Validation Method of Self-Adaptive Strategy Based on POMDP.
Proceedings of the 2019 IEEE International Conference on Software Maintenance and Evolution, 2019

EasyFlow: keep ethereum away from overflow.
Proceedings of the 41st International Conference on Software Engineering: Companion Proceedings, 2019

Search-based Adaptation Planning using Post-pareto optimality methods.
Proceedings of the 2019 3rd International Conference on Management Engineering, 2019

2018
Using Reinforcement Learning to Handle the Runtime Uncertainties in Self-adaptive Software.
Proceedings of the Software Technologies: Applications and Foundations, 2018

A Personalized Metasearch Engine Based on Multi-agent System (P).
Proceedings of the 30th International Conference on Software Engineering and Knowledge Engineering, 2018

2017
Self-adaptive systems framework based on agent and search-based optimization.
Proceedings of the IEEE 24th International Conference on Software Analysis, 2017

A personalized result merging method for metasearch engine.
Proceedings of the 6th International Conference on Software and Computer Applications, 2017

A meta-search group recommendation mechanism based on user intent identification.
Proceedings of the 6th International Conference on Software and Computer Applications, 2017

A synthesized method of result merging in meta-search engine.
Proceedings of the 10th International Conference on Human System Interactions, 2017

A query suggestion method based on random walk and topic concepts.
Proceedings of the 16th IEEE/ACIS International Conference on Computer and Information Science, 2017

2016
Transformation from business process models to BPEL with overlapped patterns involved.
Int. J. High Perform. Comput. Netw., 2016

MABT - a multiagent-based toolkit for transforming existing systems into self-adaptive systems.
Proceedings of the 28th International Conference on Software Engineering and Knowledge Engineering, 2016

A Multiagent-Based Framework for Self-Adaptive Software with Search-Based Optimization.
Proceedings of the 2016 IEEE International Conference on Software Maintenance and Evolution, 2016

A Scalable Clinical Intelligent Decision Support System.
Proceedings of the Inclusive Smart Cities and Digital Health, 2016

2015
Multi-agent Organization for Hiberarchy Dynamic Evolution.
Proceedings of the Advances in Swarm and Computational Intelligence, 2015

A BPK-CRIO Methodology for the Design and Implementation of a Multi-agent Based Business Process Monitoring System.
Proceedings of the 11th International Conference on Signal-Image Technology & Internet-Based Systems, 2015

LADP: A lightweight authentication and delegation protocol for RFID tags.
Proceedings of the Seventh International Conference on Ubiquitous and Future Networks, 2015

An Agent-Based Self-Adaptive Mechanism with Reinforcement Learning.
Proceedings of the 39th Annual Computer Software and Applications Conference, 2015

2014
Domain Algorithmically Generated Botnet Detection and Analysis.
Proceedings of the International Conference on Security and Privacy in Communication Networks, 2014

PUF-Based RFID Ownership Transfer Protocol in an Open Environment.
Proceedings of the 15th International Conference on Parallel and Distributed Computing, 2014

Method for Knowledge Acquisition and Decision-Making Process Analysis in Clinical Decision Support System.
Proceedings of the Information Technology in Bio- and Medical Informatics, 2014

Knowledge Reasoning Model to Support Clinical Decision Making.
Proceedings of the Information Technology in Bio- and Medical Informatics, 2014

Adaptive Mechanism Based on Shared Learning in Multi-agent System.
Proceedings of the Intelligent Information Processing VII, 2014

Representation of the Environment and Dynamic Perception in Agent-Based Software Evolution.
Proceedings of the Advances in Swarm Intelligence - 5th International Conference, 2014

Event-based evolution mechanism in dynamic environment for multi-agent system.
Proceedings of the 10th International Conference on Natural Computation, 2014

2013
DGA-Based Botnet Detection Using DNS Traffic.
J. Internet Serv. Inf. Secur., 2013

Anonymity Scheme with Unlinkability Property in Wireless Mesh Networks.
Proceedings of the Seventh International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2013

2012
Incremental survivable network design against node failure in SDH/SONET mesh networks.
Photonic Netw. Commun., 2012

An Agent Based Intelligent Meta Search Engine.
Proceedings of the Web Information Systems and Mining - International Conference, 2012

Optimizing the monitoring path design for independent dual failures.
Proceedings of IEEE International Conference on Communications, 2012

Implementation of segmented protection and restoration in PCE-based multi-domain heterogeneous optical networks.
Proceedings of the 7th International Conference on Communications and Networking in China, 2012

An AHP-Based Assessment Model for Clinical Diagnosis and Decision.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2012

An Improved Decision Tree Algorithm Using Rough Set Theory in Clinical Decision Support System.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2012

2011
Region Based on Object Recognition in 3D Scenes.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2011

Saliency based natural image understanding.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

2010
Collaboration Algorithm of FSMAS.
Proceedings of the Advances in Swarm Intelligence, First International Conference, 2010

A Proactive Perception Model in Agent-Based Software Integration and Evolution.
Proceedings of the Advances in Computation and Intelligence - 5th International Symposium, 2010

Agent-Based System Dynamic Integration Development Platform and Tools.
Proceedings of the Computational Intelligence and Intelligent Systems, 2010

DCISL: Dynamic Control Integration Script Language.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2010

2009
Incremental survivable network design with topology augmentation in SDH/SONET mesh networks.
Photonic Netw. Commun., 2009

2008
A Multi-Agent System Frame Model for Dynamic Integration.
Proceedings of the 9th International Conference for Young Computer Scientists, 2008

An Agent Based Wrapper Mechanism Used in System Integration.
Proceedings of the 2008 IEEE International Conference on e-Business Engineering, 2008

A Scripting Language Used for Defining the Integration Rule in Agent System.
Proceedings of the 2008 IEEE International Conference on e-Business Engineering, 2008

A Scripting Control Integration Strategy Based on Task-Reduction Method.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

A Systems Integration Oriented Multi-agent Hierarchy Cooperation Model.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

A Contract Net Model Based on Agent Active Perception.
Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference, 2008

2007
Discovering and Mining Use Case Model in Reverse Engineering.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

2006
An Approach for Reversely Generating Hierarchical UML Statechart Diagrams.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006

2005
Architecture Recovery and Abstraction from the Perspective of Processes.
Proceedings of the 12th Working Conference on Reverse Engineering, 2005

XDRE: A Reverse Engineering Tool of Object-Oriented Software.
Proceedings of the 21st IEEE International Conference on Software Maintenance, 2005

Dynamic Model Design Recovery and Architecture Abstraction of Object Oriented Software.
Proceedings of the 9th European Conference on Software Maintenance and Reengineering (CSMR 2005), 2005

2000
Developing an E-Commerce Application by Using Content Component Model.
Proceedings of the TOOLS Asia 2000: 36th International Conference on Technology of Object-Oriented Languages and Systems, Xi'an, China, 30 October, 2000


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