Min Zhang

Orcid: 0000-0003-1938-2902

Affiliations:
  • East China Normal University, Shanghai Key Laboratory of Trustworthy Computing, China
  • Japan Advanced Institute of Science and Technology (JAIST)


According to our database1, Min Zhang authored at least 91 papers between 2009 and 2024.

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Bibliography

2024
A Scalable Approach to Detecting Safety Requirements Inconsistencies for Railway Systems.
IEEE Trans. Intell. Transp. Syst., August, 2024

TapChecker: A Lightweight SMT-Based Conflict Analysis for Trigger-Action Programming.
IEEE Internet Things J., June, 2024

Specification and Verification of Multi-Clock Systems Using a Temporal Logic with Clock Constraints.
Formal Aspects Comput., June, 2024

Taming Reachability Analysis of DNN-Controlled Systems via Abstraction-Based Training.
Proceedings of the Verification, Model Checking, and Abstract Interpretation, 2024

LLM4Fin: Fully Automating LLM-Powered Test Case Generation for FinTech Software Acceptance Testing.
Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

Domain Knowledge is All You Need: A Field Deployment of LLM-Powered Test Case Generation in FinTech Domain.
Proceedings of the 2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings, 2024

MAFT: Efficient Model-Agnostic Fairness Testing for Deep Neural Networks via Zero-Order Gradient Search.
Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

Enabling Behaviour Tree Verification via a Translation to BIP.
Proceedings of the Formal Aspects of Component Software - 20th International Conference, 2024

Unifying Qualitative and Quantitative Safety Verification of DNN-Controlled Systems.
Proceedings of the Computer Aided Verification - 36th International Conference, 2024

Marabou 2.0: A Versatile Formal Analyzer of Neural Networks.
Proceedings of the Computer Aided Verification - 36th International Conference, 2024

Robustness Verification of Deep Reinforcement Learning Based Control Systems Using Reward Martingales.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Empowering Domain Experts With Formal Methods for Consistency Verification of Safety Requirements.
IEEE Trans. Intell. Transp. Syst., December, 2023

Automated Synthesis of Safe Timing Behaviors for Requirements Models Using CCSL.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2023

AIoTML: A Unified Modeling Language for AIoT-Based Cyber-Physical Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2023

Accelerating Reinforcement Learning-Based CCSL Specification Synthesis Using Curiosity-Driven Exploration.
IEEE Trans. Computers, May, 2023

Selected papers from the 15th international symposium on Theoretical Aspects of Software Engineering (TASE 2021).
Sci. Comput. Program., 2023

OccRob: Efficient SMT-Based Occlusion Robustness Verification of Deep Neural Networks.
Proceedings of the Tools and Algorithms for the Construction and Analysis of Systems, 2023

Boosting Verification of Deep Reinforcement Learning via Piece-Wise Linear Decision Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Tale of Two Approximations: Tightening Over-Approximation for DNN Robustness Verification via Under-Approximation.
Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2023

Boosting Verified Training for Robust Image Classifications via Abstraction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Deep Attentive Model for Knowledge Tracing.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Bridging the semantic gap between qualitative and quantitative models of distributed systems.
Proc. ACM Program. Lang., 2022

QVIP: An ILP-based Formal Verification Approach for Quantized Neural Networks.
CoRR, 2022

DualApp: Tight Over-Approximation for Neural Network Robustness Verification via Under-Approximation.
CoRR, 2022

BBReach: Tight and Scalable Black-Box Reachability Analysis of Deep Reinforcement Learning Systems.
CoRR, 2022

Efficient Robustness Verification of the Deep Neural Networks for Smart IoT Devices.
Comput. J., 2022

Efficient LTL Model Checking of Deep Reinforcement Learning Systems using Policy Extraction.
Proceedings of the 34th International Conference on Software Engineering and Knowledge Engineering, 2022

QVIP: An ILP-based Formal Verification Approach for Quantized Neural Networks.
Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

Provably Tightest Linear Approximation for Robustness Verification of Sigmoid-like Neural Networks.
Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

Automated Inconsistency Analysis of Real-Time Requirements: A Domain Expert Friendly Approach.
Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

Optimized Computation for Determinant of Multivariate Polynomial Matrices on GPGPU.
Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

Neural Network Verification with Proof Production.
Proceedings of the 22nd Formal Methods in Computer-Aided Design, 2022

Trainify: A CEGAR-Driven Training and Verification Framework for Safe Deep Reinforcement Learning.
Proceedings of the Computer Aided Verification - 34th International Conference, 2022

2021
Learning on Abstract Domains: A New Approach for Verifiable Guarantee in Reinforcement Learning.
CoRR, 2021

Fine-Grained Neural Network Abstraction for Efficient Formal Verification.
Proceedings of the 33rd International Conference on Software Engineering and Knowledge Engineering, 2021

Enumeration and Deduction Driven Co-Synthesis of CCSL Specifications using Reinforcement Learning.
Proceedings of the 42nd IEEE Real-Time Systems Symposium, 2021

The Necessity of Low-code Engineering for Industrial Software Development: A Case Study and Reflections.
Proceedings of the IEEE International Symposium on Software Reliability Engineering, 2021

Eager Falsification for Accelerating Robustness Verification of Deep Neural Networks.
Proceedings of the 32nd IEEE International Symposium on Software Reliability Engineering, 2021

Attack-Guided Efficient Robustness Verification of ReLU Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2021

An Efficient Method to Measure Robustness of ReLU-Based Classifiers via Search Space Pruning.
Proceedings of the International Joint Conference on Neural Networks, 2021

Tightening Robustness Verification of Convolutional Neural Networks with Fine-Grained Linear Approximation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Quantitative Timing Analysis for Cyber-Physical Systems Using Uncertainty-Aware Scenario-Based Specifications.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Editorial - Theoretical Aspects of Software Engineering (2017).
Sci. Comput. Program., 2020

Uncertainty modeling and runtime verification for autonomous vehicles driving control: A machine learning-based approach.
J. Syst. Softw., 2020

Accelerating Robustness Verification of Deep Neural Networks Guided by Target Labels.
CoRR, 2020

SMT-based generation of symbolic automata.
Acta Informatica, 2020

Reducing implicit gender biases in software development: does intergroup contact theory work?
Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

Modeling and Verifying Uncertainty-Aware Timing Behaviors using Parametric Logical Time Constraint.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

2019
Toward a Unified Executable Formal Automobile OS Kernel and Its Applications.
IEEE Trans. Reliab., 2019

Automatic Analysis of Consistency Properties of Distributed Transaction Systems in Maude.
Proceedings of the Tools and Algorithms for the Construction and Analysis of Systems, 2019

Automating Consistency Verification of Safety Requirements for Railway Interlocking Systems.
Proceedings of the 27th IEEE International Requirements Engineering Conference, 2019

Country stereotypes, initial trust, and cooperation in global software development teams.
Proceedings of the 14th International Conference on Global Software Engineering, 2019

SMT-Based Bounded Schedulability Analysis of the Clock Constraint Specification Language.
Proceedings of the Fundamental Approaches to Software Engineering, 2019

KupC: A Formal Tool for Modeling and Verifying Dynamic Updating of C Programs.
Proceedings of the Fundamental Approaches to Software Engineering, 2019

Sample-Guided Automated Synthesis for CCSL Specifications.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019

An Algebraic Approach to Modeling and Verifying Policy-Driven Smart Devices in IoT Systems.
Proceedings of the 26th Asia-Pacific Software Engineering Conference, 2019

2018
From hidden to visible: A unified framework for transforming behavioral theories into rewrite theories.
Theor. Comput. Sci., 2018

Periodic scheduling for MARTE/CCSL: Theory and practice.
Sci. Comput. Program., 2018

Using SMT Engine to Generate Symbolic Automata.
Electron. Commun. Eur. Assoc. Softw. Sci. Technol., 2018

KRust: A Formal Executable Semantics of Rust.
Proceedings of the 2018 International Symposium on Theoretical Aspects of Software Engineering, 2018

Work-in-Progress: From Logical Time Scheduling to Real-Time Scheduling.
Proceedings of the 2018 IEEE Real-Time Systems Symposium, 2018

Formalization and Verification of Mobile Systems Calculus Using the Rewriting Engine Maude.
Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018

PyReload: Dynamic Updating of Python Programs by Reloading.
Proceedings of the 25th Asia-Pacific Software Engineering Conference, 2018

2017
Towards an executable semantics of automobile RTOS standard and its application to conformance verification.
CoRR, 2017

Algebraic Formalization and Verification of PKMv3 Protocol using Maude.
Proceedings of the 29th International Conference on Software Engineering and Knowledge Engineering, 2017

Towards SMT-based LTL model checking of clock constraint specification language for real-time and embedded systems.
Proceedings of the 18th ACM SIGPLAN/SIGBED Conference on Languages, 2017

An Algebraic Approach to Automatic Reasoning for NetKAT Based on Its Operational Semantics.
Proceedings of the Formal Methods and Software Engineering, 2017

2016
A spiral process of formalization and verification: A case study on verification of the scheduling mechanism of OSEK/VDX.
J. Inf. Secur. Appl., 2016

Formal modeling and analysis of time- and resource-sensitive simple business processes.
J. Inf. Secur. Appl., 2016

Towards a bisimulation theory for open synchronized networks of automata.
Sci. China Inf. Sci., 2016

An SMT-Based Approach to the Formal Analysis of MARTE/CCSL.
Proceedings of the Formal Methods and Software Engineering, 2016

A Theory for the Composition of Concurrent Processes.
Proceedings of the Formal Techniques for Distributed Objects, Components, and Systems, 2016

Improving Defect Detection Ability of Derived Test Cases Based on Mutated UML Activity Diagrams.
Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

2015
Case Studies on Extracting the Characteristics of the Reachable States of State Machines Formalizing Communication Protocols with Inductive Logic Programing.
Proceedings of the Late Breaking Papers of the 25th International Conference on Inductive Logic Programming, 2015

An Executable Semantics of Clock Constraint Specification Language and Its Applications.
Proceedings of the Formal Techniques for Safety-Critical Systems, 2015

Towards a Formal Approach to Modeling and Verifying the Design of Dynamic Software Updates.
Proceedings of the 2015 Asia-Pacific Software Engineering Conference, 2015

2014
A Formal Semantics of the OSEK/VDX Standard in $${\mathbb {K}}$$ Framework and Its Applications.
Proceedings of the Rewriting Logic and Its Applications - 10th International Workshop, 2014

Verifying the Design of Dynamic Software Updating in the OTS/CafeOBJ Method.
Proceedings of the Specification, Algebra, and Software, 2014

Evaluation of Maude as a Test Generation Engine for Automotive Operating Systems.
Proceedings of the 21st Asia-Pacific Software Engineering Conference, 2014

2013
Formalization and Verification of Behavioral Correctness of Dynamic Software Updates.
Proceedings of the 2013 Validation Strategies for Software Evolution Workshop, 2013

An Approach for Checking OSEK/VDX Applications.
Proceedings of the 2013 13th International Conference on Quality Software, 2013

A Divide and Conquer Approach to Model Checking of Liveness Properties.
Proceedings of the 37th Annual IEEE Computer Software and Applications Conference, 2013

Constructor-Based Inductive Theorem Prover.
Proceedings of the Algebra and Coalgebra in Computer Science, 2013

SMT-Based Bounded Model Checking for OSEK/VDX Applications.
Proceedings of the 20th Asia-Pacific Software Engineering Conference, 2013

2012
An Algebraic Approach to Formal Analysis of Dynamic Software Updating Mechanisms.
Proceedings of the 19th Asia-Pacific Software Engineering Conference, 2012

Invariant-preserved Transformation of State Machines from Equations into Rewrite Rules.
Proceedings of the 19th Asia-Pacific Software Engineering Conference, 2012

2011
Translation of State Machines from Equational Theories into Rewrite Theories with Tool Support.
IEICE Trans. Inf. Syst., 2011

Formalizing Application Programming Interfaces of the OSEK/VDX Operating System Specification.
Proceedings of the 5th IEEE International Symposium on Theoretical Aspects of Software Engineering, 2011

2010
Penalty policies in professional software development practice: a multi-method field study.
Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering, 2010

Specification Translation of State Machines from Equational Theories into Rewrite Theories.
Proceedings of the Formal Methods and Software Engineering, 2010

2009
Modular Implementation of a Translator from Behavioral Specifications to Rewrite Theory Specifications.
Proceedings of the Ninth International Conference on Quality Software, 2009


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