Zhongxin Liu

Orcid: 0000-0002-3565-4800

According to our database1, Zhongxin Liu authored at least 140 papers between 2006 and 2024.

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

Timeline

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Bibliography

2024
Three New Versions of Strong Opacity Based on the Security Quantification Consideration.
IEEE Trans. Syst. Man Cybern. Syst., November, 2024

Method-Level Test-to-Code Traceability Link Construction by Semantic Correlation Learning.
IEEE Trans. Software Eng., October, 2024

Finite-Time Output Tracking Control for Random Multi-Agent Systems With Mismatched Disturbances.
IEEE Trans Autom. Sci. Eng., October, 2024

A PI+R Control Scheme Based on Multi-Agent Systems for Economic Dispatch in Isolated BESSs.
IEEE CAA J. Autom. Sinica, October, 2024

Model-Free Event-Triggered Optimal Containment Control for Multiagent Systems via Adaptive Dynamic Programming.
IEEE Trans. Control. Netw. Syst., September, 2024

Vulnerability Detection via Multiple-Graph-Based Code Representation.
IEEE Trans. Software Eng., August, 2024

A Modular Event-Triggered Containment Control Scheme for Nonlinear Heterogeneous Multiagent Systems With Unknown Leaders.
IEEE Trans. Cybern., July, 2024

A Marginal Cost Consensus Scheme With Reset Mechanism for Distributed Economic Dispatch in BESSs.
IEEE Trans. Smart Grid, May, 2024

Semi-Global Bipartite Fault-Tolerant Containment Control for Heterogeneous Multiagent Systems With Antagonistic Communication Networks and Input Saturation.
IEEE Trans. Neural Networks Learn. Syst., May, 2024

Data-Driven Tracking for Nonlinear Systems: A Multi-Step Error Feedback Model-Free Adaptive Control Method.
IEEE Trans. Circuits Syst. II Express Briefs, May, 2024

Model-Free Containment Control of Fully Heterogeneous Linear Multiagent Systems.
IEEE Trans. Syst. Man Cybern. Syst., April, 2024

Minimum-time strategy optimization for networked evolutionary games with bankruptcy mechanism.
Expert Syst. Appl., March, 2024

Composite Learning Adaptive Tracking Control for Full-State Constrained Multiagent Systems Without Using the Feasibility Condition.
IEEE Trans. Neural Networks Learn. Syst., February, 2024

Fully Distributed Consensus Control for a Class of Disturbed Linear Multi-Agent Systems Over Event-Triggered Communication.
IEEE Trans. Signal Inf. Process. over Networks, 2024

An Online Topology Control Method for Multi-Agent Systems: Distributed Topology Reconfiguration.
IEEE Trans. Netw. Sci. Eng., 2024

Nonsingular adaptive finite-time consensus control for uncertain nonlinear multi-agent systems with input quantization.
Trans. Inst. Meas. Control, 2024

A novel data-driven model-free synchronization protocol for discrete-time multi-agent systems via TD3 based algorithm.
Knowl. Based Syst., 2024

Practical robust fixed-time containment control for multi-agent systems under actuator faults.
Expert Syst. Appl., 2024

Application of optimized sparse encoding algorithm in data compression.
Digit. Signal Process., 2024

Self-Explained Keywords Empower Large Language Models for Code Generation.
CoRR, 2024

Instructive Code Retriever: Learn from Large Language Model's Feedback for Code Intelligence Tasks.
CoRR, 2024

B4: Towards Optimal Assessment of Plausible Code Solutions with Plausible Tests.
CoRR, 2024

Improving Retrieval-Augmented Code Comment Generation by Retrieving for Generation.
CoRR, 2024

Exploring the Capabilities of LLMs for Code Change Related Tasks.
CoRR, 2024

Sustainability Forecasting for Deep Learning Packages.
Proceedings of the IEEE International Conference on Software Analysis, 2024

Exploring and Improving Code Completion for Test Code.
Proceedings of the 32nd IEEE/ACM International Conference on Program Comprehension, 2024

Automating Zero-Shot Patch Porting for Hard Forks.
Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

CoSec: On-the-Fly Security Hardening of Code LLMs via Supervised Co-decoding.
Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

Inside Bug Report Templates: An Empirical Study on Bug Report Templates in Open-Source Software.
Proceedings of the 15th Asia-Pacific Symposium on Internetware, 2024

Pre-training by Predicting Program Dependencies for Vulnerability Analysis Tasks.
Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

TIMAT: Temporal Information Multi-Agent Transformer.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

JumpCoder: Go Beyond Autoregressive Coder via Online Modification.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023
Robust Test Selection for Deep Neural Networks.
IEEE Trans. Software Eng., December, 2023

Distributed Adaptive Fault-Tolerant Control for Multiagent Systems via Virtual-Actuator-Based Reconfiguration.
IEEE Trans. Cybern., December, 2023

Revisiting the Identification of the Co-evolution of Production and Test Code.
ACM Trans. Softw. Eng. Methodol., November, 2023

Fuzzy Adaptive Finite-Time Tracking Control for a Class of Nonlinear Systems: An Event-Triggered Quantized Control Scheme.
IEEE Trans. Fuzzy Syst., November, 2023

Discrete fixed-time observers over sensor networks with unknown noise.
Ad Hoc Networks, November, 2023

Group-Based State Potential Games.
IEEE Trans. Syst. Man Cybern. Syst., September, 2023

Output Synchronization of Heterogeneous Nonlinear Multiagent Systems With Input Quantization: A Universal Performance Guaranteed Control Scheme.
IEEE Trans. Control. Netw. Syst., September, 2023

Distributed Fault-Tolerant $H_\infty$ Control for Cooperative Output Regulation of Heterogeneous Multiagent Systems.
IEEE Syst. J., September, 2023

Semi-global fault-tolerant cooperative output regulation of heterogeneous multi-agent systems with actuator saturation.
Inf. Sci., September, 2023

Vulnerability Detection by Learning From Syntax-Based Execution Paths of Code.
IEEE Trans. Software Eng., August, 2023

Distributed adaptive fault-tolerant containment control for multi-agent systems with nonautonomous leaders: A hierarchical event-triggered scheme.
Expert Syst. Appl., August, 2023

An order insensitive optimal generalised sequential fusion estimation for stochastic uncertain multi-sensor systems with correlated noise.
IET Signal Process., May, 2023

Predictive Comment Updating With Heuristics and AST-Path-Based Neural Learning: A Two-Phase Approach.
IEEE Trans. Software Eng., April, 2023

Event-triggered fault-tolerant secure containment control of multi-agent systems through impulsive scheme.
Inf. Sci., April, 2023

A State Space Approach to Decentralized Fault SE-Coprognosability of Partially Observed Discrete Event Systems.
IEEE Trans. Cybern., March, 2023

Strong fault prognosability of partially-observed discrete event systems.
Sci. China Inf. Sci., March, 2023

A Networked Method for Multi-Evidence-Based Information Fusion.
Entropy, January, 2023

Practical Fixed-Time Consensus Tracking for Second-Order Multi-Agent Systems With Mismatched Disturbances.
IEEE Trans. Signal Inf. Process. over Networks, 2023

Just-In-Time Obsolete Comment Detection and Update.
IEEE Trans. Software Eng., 2023

Fault-tolerant consensus of leader-following multi-agent systems with jointly connected topologies.
Trans. Inst. Meas. Control, 2023

Linear Convergence of ADMM Under Metric Subregularity for Distributed Optimization.
IEEE Trans. Autom. Control., 2023

Robust event-triggered distributed fusion for multi-sensor systems with unknown failure rates.
J. Frankl. Inst., 2023

Dynamic analysis and community recognition of stock price based on a complex network perspective.
Expert Syst. Appl., 2023

Verification and enforcement of current-state opacity based on a state space approach.
Eur. J. Control, 2023

CCT5: A Code-Change-Oriented Pre-trained Model.
Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

Identify and Update Test Cases When Production Code Changes: A Transformer-Based Approach.
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

Towards More Realistic Evaluation for Neural Test Oracle Generation.
Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2023

CCRep: Learning Code Change Representations via Pre-Trained Code Model and Query Back.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

Improving Code Refinement for Code Review Via Input Reconstruction and Ensemble Learning.
Proceedings of the 30th Asia-Pacific Software Engineering Conference, 2023

2022
Finite-Time Leader-Following Consensus of Multiagent Systems With Actuator Faults and Input Saturation.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Necessary and Sufficient Conditions for Leader-Follower Consensus of Discrete-Time Multiagent Systems With Smart Leader.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Event-Triggered Control for Weighted Networked Evolutionary Games With Threshold.
IEEE Trans. Circuits Syst. II Express Briefs, 2022

z-Reliable SE-Coprognosability of Discrete Event Systems and an Algebraic State Space Approach to Verification.
IEEE Trans. Circuits Syst. II Express Briefs, 2022

Anonymous Privacy-Preserving Consensus via Mixed Encryption Communication.
IEEE Trans. Circuits Syst. II Express Briefs, 2022

Sampled-Hold-Based Consensus Control for Second-Order Multiagent Systems Under Aperiodically Intermittent Communication.
IEEE Trans. Circuits Syst. I Regul. Pap., 2022

Strategy optimization of weighted networked evolutionary games with switched topologies and threshold.
Knowl. Based Syst., 2022

Modeling and optimization control of networked evolutionary games with heterogeneous memories and switched topologies.
Knowl. Based Syst., 2022

Distributed fault-tolerant containment control for a class of non-linear multi-agent systems via event-triggered mechanism.
Appl. Math. Comput., 2022

Investigating and improving log parsing in practice.
Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

Parameter Description Generation with the Code Parameter Flow.
Proceedings of the 22nd IEEE International Conference on Software Quality, 2022

2021
Which Variables Should I Log?
IEEE Trans. Software Eng., 2021

Fuzzy fault-tolerant containment control for multi-agent systems with unknown nonlinear dynamics.
Trans. Inst. Meas. Control, 2021

Observability analysis of combined finite automata based upon semi-tensor product of matrices approach.
Trans. Inst. Meas. Control, 2021

Privacy-Preserving Leader-Following Consensus via Node-Augment Mechanism.
IEEE Trans. Circuits Syst. II Express Briefs, 2021

A novel bilateral protocol in the bipartite network based on the public goods game.
Knowl. Based Syst., 2021

Sampled data based containment control of second-order multi-agent systems under intermittent communications.
Frontiers Inf. Technol. Electron. Eng., 2021

Distributed fault-tolerant consensus tracking control for multiple Lagrangian systems with preset error bound constraints.
J. Frankl. Inst., 2021

PandaDB: Intelligent Management System for Heterogeneous Data.
Int. J. Softw. Informatics, 2021

Reduced-Order Observer-Based Leader-Following Formation Control for Discrete-Time Linear Multi-Agent Systems.
IEEE CAA J. Autom. Sinica, 2021

A novel krill herd algorithm with orthogonality and its application to data clustering.
Intell. Data Anal., 2021

The greedy crowd and smart leaders: a hierarchical strategy selection game with learning protocol.
Sci. China Inf. Sci., 2021

Distributed robust fault-tolerant consensus control for a class of nonlinear multi-agent systems with intermittent communications.
Appl. Math. Comput., 2021

Quality Assurance for Automated Commit Message Generation.
Proceedings of the 28th IEEE International Conference on Software Analysis, 2021

Plot2API: Recommending Graphic API from Plot via Semantic Parsing Guided Neural Network.
Proceedings of the 28th IEEE International Conference on Software Analysis, 2021

Improving Code Summarization Through Automated Quality Assurance.
Proceedings of the 32nd IEEE International Symposium on Software Reliability Engineering, 2021

2020
Finite/fixed-time consensus of nonlinear multi-agent systems against actuator faults and disturbances.
Trans. Inst. Meas. Control, 2020

Leader-following H∞ consensus of discrete-time nonlinear multi-agent systems based upon output feedback control.
Trans. Inst. Meas. Control, 2020

Containment Control for General Second-Order Multiagent Systems With Switched Dynamics.
IEEE Trans. Cybern., 2020

Semi-Tensor Product of Matrices Approach to the Problem of Fault Detection for Discrete Event Systems (DESs).
IEEE Trans. Circuits Syst., 2020

Stabilization of probabilistic finite automata based on semi-tensor product of matrices.
J. Frankl. Inst., 2020

Fault-tolerant consensus control with control allocation in a leader-following multi-agent system.
J. Frankl. Inst., 2020

Mean square consensus of uncertain discrete-time stochastic multi-agent systems with <i>x</i>-dependent noise.
J. Control. Decis., 2020

Identification Six Metabolic Genes as Potential Biomarkers for Lung Adenocarcinoma.
J. Comput. Biol., 2020

Delay-Induced Containment Control of Second-Order Multi-Agent Systems With Intermittent Sampled Position Data.
IEEE Access, 2020

Automating Just-In-Time Comment Updating.
Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

2019
Containment control for second-order nonlinear multi-agent systems with aperiodically intermittent position measurements.
J. Frankl. Inst., 2019

On the static output feedback stabilisation of discrete event dynamic systems based upon the approach of semi-tensor product of matrices.
Int. J. Syst. Sci., 2019

Containment control for second-order nonlinear multi-agent systems with intermittent communications.
Int. J. Syst. Sci., 2019

A novel matrix approach for the stability and stabilization analysis of colored Petri nets.
Sci. China Inf. Sci., 2019

Leader-following consensus of second-order nonlinear multi-agent systems with intermittent position measurements.
Sci. China Inf. Sci., 2019

Automatic, highly accurate app permission recommendation.
Autom. Softw. Eng., 2019

Automatic Generation of Pull Request Descriptions.
Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019

2018
On the static output feedback stabilization of deterministic finite automata based upon the approach of semi-tensor product of matrix.
Kybernetika, 2018

Event-Triggered Consensus for Multiple Nonholonomic Systems.
J. Syst. Sci. Complex., 2018

The detection and stabilisation of limit cycle for deterministic finite automata.
Int. J. Control, 2018

Modeling and analysis of colored petri net based on the semi-tensor product of matrices.
Sci. China Inf. Sci., 2018

Modeling and reachability of probabilistic finite automata based on semi-tensor product of matrices.
Sci. China Inf. Sci., 2018

Neural-machine-translation-based commit message generation: how far are we?
Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering, 2018

SATD detector: a text-mining-based self-admitted technical debt detection tool.
Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings, 2018

2017
Calculation of Siphons and Minimal Siphons in Petri Nets Based on Semi-Tensor Product of Matrices.
IEEE Trans. Syst. Man Cybern. Syst., 2017

Second-Order Containment Control of Multiagent Systems in the Presence of Uncertain Topologies with Time-Varying Delays.
J. Control. Sci. Eng., 2017

Containment control of leader-following multi-agent systems with jointly-connected topologies and time-varying delays.
Neurocomputing, 2017

Practical MPC solution to attitude control independent of angular velocity measurements.
Proceedings of the 13th IEEE International Conference on Control & Automation, 2017

2016
Leader-following consensus of multi-agent system with a smart leader.
Neurocomputing, 2016

Containment control of multi-agent systems with fixed time-delays in fixed directed networks.
Neurocomputing, 2016

Manifold alignment using discrete surface Ricci flow.
CAAI Trans. Intell. Technol., 2016

2015
Distributed robust consensus control for nonlinear multi-agent systems by using output regulation approach.
IMA J. Math. Control. Inf., 2015

Observer-based consensus for nonlinear multi-agent systems with intermittent communication.
Neurocomputing, 2015

Distributed containment control for bounded unknown second-order nonlinear multi-agent systems with dynamic leaders.
Neurocomputing, 2015

Consensus of a heterogeneous multi-agent system with input saturation.
Neurocomputing, 2015

Impulsive observer-based consensus control for multi-agent systems with time delay.
Int. J. Control, 2015

2014
Neural-networks-based distributed output regulation of multi-agent systems with nonlinear dynamics.
Neurocomputing, 2014

Formation control for nonlinear multi-agent systems by robust output regulation.
Neurocomputing, 2014

Semi-tensor product of matrices approach to reachability of finite automata with application to language recognition.
Frontiers Comput. Sci., 2014

Incremental Multi-manifold Out-of-Sample Data Prediction.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

An approach to support stereoscopic 3D web.
Proceedings of the Symposium on Applied Computing, 2014

The design and implementation of stereoscopic 3D scalable vector graphics based on WebKit.
Proceedings of the Stereoscopic Displays and Applications XXV, 2014

2012
Discarded Consensus of Network of Agents With State Constraint.
IEEE Trans. Autom. Control., 2012

Event-triggered average-consensus of multi-agent systems with weighted and direct topology.
J. Syst. Sci. Complex., 2012

2010
AOV Network-Based Experiment Design System for Oil Pipeline-Transportation Craftwork Evaluation.
Proceedings of the Information Computing and Applications - International Conference, 2010

2009
Control a State-Dependent Dynamic Graph to a Pre-Specified Structure.
Kybernetika, 2009

Reaching a consensus via pinning control.
Autom., 2009

Eigenvalue Based Stability Analysis for Asymmetric Complex Dynamical Networks.
Proceedings of the Complex Sciences, 2009

Controlled synchronization of delayed weighted complex network with different kinds of nodes.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008
Pinning control of complex dynamical networks with heterogeneous delays.
Comput. Math. Appl., 2008

Pinning weighted complex networks with heterogeneous delays by a small number of feedback controllers.
Sci. China Ser. F Inf. Sci., 2008

2007
Extending TCP congestion control to multicast.
Comput. Networks, 2007

2006
Improving fairness of PGMCC.
Int. J. Commun. Syst., 2006


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