Dr Taolue Chen
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Overview
Overview
Biography
Postdoctoral Researcher at University of Oxford (UK) and University of Twente (The Netherlands); PhD (CWI and Vrije Universiteit Amsterdam, The Netherlands), Master and Bachelor (Nanjing University, China), all in Computer Science.
Office hours
By appointment.
Qualifications
- PhD, CWI and Free University Amsterdam
- MSc, Nanjing University
- BSc, Nanjing University
Web profiles
Administrative responsibilities
- Admission Tutor for MSc Computer Science Programme
- Admission Tutor for MSc Data Science Programme
ORCID
0000-0002-5993-1665 -
Research
Research
Research interests
- Machine Learning and Data Science in general
- Software Engineering, Program Analysis and Verification
- Theoretical Computer Science
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Supervision and teaching
Supervision and teaching
Supervision
I welcome enquiries from prospective PhD students who are interested in undertaking research in any of my areas of research interest'
Current doctoral researchers
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JEFERSON DORNELLES SCHNEIDER
Teaching
Teaching modules
- Analytic Tools for Data Science (BUCI080H7)
- Analytic Tools for Data Science (BUCI080H7)
- Systems Analysis and Design I (COIY016H4)
- Systems Analysis and Design I (COIY016H4)
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Publications
Publications
Article
- Zhou, Y. and Zhan, W. and Li, Z. and Han, Tingting and Chen, Taolue and Gall, H. (2023) DRIVE: Dockerfile Rule Mining and Violation Detection. ACM Transactions on Software Engineering and Methodology 33 (2), pp. 1-23. ISSN 1049-331X.
- Yang, G. and Zhou, Y. and Chen, X. and Zhang, X. and Xu, Y. and Han, Tingting and Chen, Taolue (2023) A syntax-guided multi-task learning approach for Turducken-style code generation. Empirical Software Engineering 28, ISSN 1382-3256.
- Yu, Z. and Chen, C. and Yongchao, W. and Han, Tingting and Chen, Taolue (2023) Context-aware API recommendation using tensor factorization. Science China Information Sciences ISSN 1869-1919.
- Yang, G. and Zhou, Y. and Chen, X. and Zhang, X. and Han, Tingting and Chen, Taolue (2022) ExploitGen: template-augmented exploit code generation based on CodeBERT. Journal of Systems and Software ISSN 0164-1212.
- Zhou, Y. and Zhang, Q. and Shen, J. and Han, Tingting and Chen, Taolue and Gall, H. (2022) Adversarial robustness of deep code comment generation. ACM Transactions on Software Engineering and Methodology 31 (4), pp. 1-30. ISSN 1049-331X.
- Yu, Z. and Shen, J. and Zhang, X. and Yang, W. and Han, Tingting and Chen, Taolue (2022) Automatic source code summarization with graph attention networks. Journal of Systems and Software 188, ISSN 0164-1212.
- Zhou, Y. and Yang, X. and Chen, Taolue and Huang, Z. and Ma, X. and Gall, H.C. (2022) Boosting API recommendation with implicit feedback. IEEE Transactions on Software Engineering 48 (6), pp. 2157-2172. ISSN 0098-5589.
- Chen, Taolue and Hague, M. and Flores-Lamas, A. and Han, Z. and Hu, D. and Kan, S. and Lin, A. and Wu, Z. (2022) Solving string constraints with Regex-dependent functions through transducers with priorities and variables. Proceedings of the ACM on Programming Languages 6 (POPL), pp. 1-31. ISSN 2475-1421.
- Zhou, Y. and Su, Y. and Chen, Taolue and Huang, Z. and Gall, H.C. and Panichella, S. (2021) User review-based change file localization for mobile applications. IEEE Transactions on Software Engineering 47 (12), pp. 2755-2770. ISSN 0098-5589.
- Al-Nima, R. and Han, Tingting and Al-Sumaidaee, S. and Chen, Taolue and Woo, W. (2021) Robustness and performance of Deep Reinforcement Learning. Applied Soft Computing 105 (107295), ISSN 1568-4946.
- Gao, P. and Xie, H. and Song, F. and Chen, Taolue (2021) A hybrid approach to formal verification of higher-order masked arithmetic programs. ACM Transactions on Software Engineering and Methodology 30 (3), pp. 26:1-26:42.
- Zhao, H. and Zeng, X. and Chen, Taolue and Liu, Z. and Woodcock, J. (2021) Learning safe neural network controllers with barrier certificates. Formal Aspects of Computing 33 (3), pp. 437-455. ISSN 0934-5043.
- Wang, Y.-H. and Li, Z.-N. and Xu, J.W. and Yu, P. and Chen, Taolue and Ma, X.X. (2020) Predicted robustness as QoS for Deep Neural Network Models. Journal of Computer Science and Technology 35 (5), pp. 999-1015. ISSN 1000-9000.
- Gao, P. and Xie, H. and Sun, P. and Song, F. and Chen, Taolue (2020) Formal Verification of Masking Countermeasures for Arithmetic Programs. IEEE Transactions on Software Engineering ISSN 0098-5589.
- Zhou, Y. and Han, Tingting and Chen, Taolue and Zhou, S. (2020) Probabilistic analysis of QoS-aware service composition with Explicit Environment Models. IET Software 14 (1), pp. 59-71. ISSN 1751-8806.
- Chen, Taolue and Hague, M. and Lin, A.W. and Rümmer, P. and Wu, Z. (2019) Decision procedures for path feasibility of string-manipulating programs with complex operations. Proceedings of the ACM on Programming Languages 3 (POPL), pp. 1-30. ISSN 2475-1421.
- Zhou, Y. and Wang, C. and Yan, X. and Chen, Taolue and Panichella, S. and Gall, H.C. (2018) Automatic detection and repair of directive defects of Java APIs documentation. IEEE Transactions on Software Engineering ISSN 0098-5589.
- Omar, R.R. and Han, Tingting and Al-Sumaidaee, S.A.M. and Chen, Taolue (2018) Deep finger texture learning for verifying people. IET Biometrics 8 (1), pp. 40-48. ISSN 2047-4938.
- Chen, Taolue and Han, Tingting and Cao, Y. (2018) Polynomial-time algorithms for computing distances of Fuzzy Transition Systems. Theoretical Computer Science 727, pp. 24-36. ISSN 0304-3975.
- Wu, H. and Chen, Taolue and Han, Tingting and Chen, Y. (2018) Bisimulations for Fuzzy Transition Systems revisited. International Journal of Approximate Reasoning 99, pp. 1-11. ISSN 0888-613X.
- Chen, Taolue and Chen, Y. and Hague, M. and Lin, A.W. and Wu, Z. (2018) What is decidable about string constraints with the ReplaceAll function. Proceedings of the ACM on Programming Languages 2 (POPL), ISSN 2475-1421.
- Zhou, Y. and Tong, Y. and Chen, Taolue and Han, J. (2017) Augmenting bug localization with part-of-speech and invocation. International Journal of Software Engineering and Knowledge Engineering 27 (6), pp. 925-950. ISSN 0218-1940.
- Martin, B. and Raimondi, F. and Chen, Taolue and Martin, J. (2017) The packing chromatic number of the infinite square lattice is between 13 and 15. Discrete Applied Mathematics 225, pp. 136-142. ISSN 0166-218X.
- Chen, Taolue and Primiero, G. and Raimondi, F. and Rungta, N. (2016) A computationally grounded, weighted doxastic logic. Studia Logica 104 (4), pp. 679-703. ISSN 0039-3215.
- Su, G. and Feng, Y. and Chen, Taolue and Rosenblum, D.S. (2015) Asymptotic perturbation bounds for probabilistic model checking with empirically determined probability parameters. IEEE Transactions on Software Engineering 42 (7), pp. 623-639. ISSN 0098-5589.
- Chen, Taolue and Fokkink, W. and van Glabbeek, R.J. (2015) On the axiomatizability of impossible futures. Logical Methods in Computer Science 11 (3), ISSN 1860-5974.
- Chen, Taolue and Yu, N. and Han, Tingting (2015) Continuous-time orbit problems are decidable in polynomial-time. Information Processing Letters 115 (1), pp. 11-14. ISSN 0020-0190.
- Chen, Taolue and Diciolla, M. and Kwiatkowska, M.Z. and Mereacre, A. (2014) Quantitative verification of implantable cardiac pacemakers over hybrid heart models. Information and Computation 236, pp. 87-101. ISSN 0890-5401.
- Chen, Taolue and Han, Tingting and Katoen, J.-P. and Mereacre, A. and Jagadeesan, R. (2011) Model checking of continuous-time Markov Chains against timed automata specifications. Logical Methods in Computer Science 7 (1), ISSN 1860-5974.
- Chen, Taolue and Han, Tingting and Lu, J. (2006) On the complete axiomatization for prefix iteration modulo observation congruence. Acta Cybernetica 17 (3), pp. 471-483. ISSN 0324-721X.
- Chen, Taolue and Han, Tingting and Lu, J. (2005) A modal logic for pi-calculus and model checking algorithm. Electronic Notes in Theoretical Computer Science 123 (1), pp. 19-33. ISSN 1571-0661.
- Chen, Taolue and Zhou, J. and Han, Tingting and Lu, J. (2004) Checking strong open congruence in χ-calculus. Electronic Notes in Theoretical Computer Science 91, pp. 4-20. ISSN 1571-0661.
- Chen, Taolue and Han, Tingting and Lu, J. (2003) Intensionality of modal logic for robust ambient calculus. Electronic Notes in Theoretical Computer Science 85 (1), pp. 25-38. ISSN 1571-0661.
Book Section
- Chen, Taolue and Han, Tingting and Kammueller, F. and Nemli, I. and Probst, C.W. (2016) Model based analysis of insider threats. In: Cyber Security And Protection Of Digital Services (Cyber Security), 2016 International Conference On. IEEE Computer Society. ISBN 9781509007097.
- Chen, Taolue and Han, Tingting (2014) On the complexity of computing maximum entropy for Markovian Models. In: Raman, V. and Suresh, S.P. (eds.) Proceedings, 34th International Conference on Foundation of Software Technology and Theoretical Computer Science (FSTTCS 2014). Leibniz International Proceedings In Informatics. Wadern, Germany: Dagstuhl. pp. 571-583. ISBN 9783939897774.
- Chen, Taolue and Kiefer, S. (2014) On the total variation distance of labelled Markov chains. In: CSL-LICS '14 Proceedings of the Joint Meeting of the Twenty-Third EACSL Annual Conference on Computer Science Logic (CSL) and the Twenty-Ninth Annual ACM/IEEE Symposium on Logic in Computer Science (LICS). New York, U.S.: ACM. pp. 33:1-33:10. ISBN 9781450328869.
- Chen, Taolue and Han, Tingting and Lu, J. (2007) On behavioral metric for probabilistic systems: definition and approximation algorithm. In: Lei, J. (ed.) FSKD 2007: Fourth International Conference on Fuzzy Systems and Knowledge Discovery. IEEE Computer Society. pp. 21-25. ISBN 9780769528748.
- Chen, Taolue and Lu, J. (2007) Probabilistic alternating-time temporal logic and model checking algorithm. In: Lei, J. (ed.) Fourth International Conference on Fuzzy Systems and Knowledge Discovery. IEEE Computer Society. pp. 35-39. ISBN 9780769528748.
- Chen, Taolue and Ploeger, B. and van de Pol, J. and Willemse, Tim A.C. (2007) Equivalence checking for infinite systems using parameterized boolean equation systems. In: Caires, L. and Vasconcelos, V.T. (eds.) CONCUR 2007: Concurrency Theory. Lecture Notes in Computer Science. Springer. pp. 120-135. ISBN 9783540744061.
- Aceto, L. and Chen, Taolue and Fokkink, W.J. and Ingolfsdottir, A. (2006) On the axiomatizability of priority. In: Bugliesi, M. and Preneel, B. and Sassone, V. and Wegener, I. (eds.) ICALP 2006: Automata, Languages and Programming, 33rd International Colloquium. Lecture Notes in Computer Science. Springer. pp. 480-491. ISBN 9783540359074.
- Chen, Taolue and Fokkink, W.J. (2006) On finite alphabets and infinite bases III: simulation. In: Baier, C. and Hermanns, H. (eds.) CONCUR 2006: Concurrency Theory: 17th International Conference. Lecture Notes in Computer Science. Springer. pp. 421-434. ISBN 9783540373766.
- Chen, Taolue and Fokkink, W.J. and Nain, S. (2006) On finite alphabets and infinite bases II: completed and ready simulation. In: Aceto, L. and Ingolfsdottir, A. (eds.) Foundations of Software Science and Computation Structures, 9th International Conference, {FOSSACS} 2006. Springer. pp. 1-15. ISBN 9783540330455.
- Chen, Taolue and Han, Tingting and Lu, J. (2006) On the Markovian randomized strategy of controller for Markov decision processes. In: Wang, L. and Jiao, L. and Shi, G. and Li, X. and Liu, J. (eds.) FSKD 2006: Fuzzy Systems and Knowledge Discovery, Third International Conference. Lecture Notes in Computer Science. Springer. pp. 149-158. ISBN 9783540459163.
- Chen, Taolue and Han, Tingting and Lu, J. (2005) On the bisimulation congruence in χ-calculus. In: Ramanujam, R. and Sen, S. (eds.) FSTTCS 2005: Foundations of Software Technology and Theoretical Computer Science. Lecture Notes in Computer Science. Springer. pp. 128-139. ISBN 9783540324195.
- Chen, Taolue and Han, Tingting and Luo, J. (2005) Analysis of a leader election algorithm in /spl mu/CRL. In: Gu, N. and Wei, D. and Xie, Z. and Wang, H. and Wang, S.X. and Shi, B. (eds.) The Fifth International Conference on Computer and Information Technology. IEEE Computer Society. pp. 841-847. ISBN 076952432X.
- Han, Tingting and Chen, Taolue and Lu, J. (2005) Structure analysis for dynamic software architecture. In: Chung, L. and Song, Y.-T. (eds.) Sixth International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing. IEEE Computer Society. ISBN 769522947.
- Han, Tingting and Chen, Taolue and Lu, J. (2005) Structure analysis for dynamic software architecture based on spatial logic. In: COMPSAC 2005: 29th Annual International Computer Software and Applications Conference. IEEE Computer Society. pp. 71-76. ISBN 769524133.
- Chen, Taolue and Han, Tingting and Lu, J. (2004) Framework of performance evaluation for mobile process based on mobile ambient. In: Wei, D. and Wang, H. and Peng, Z. and Kara, A. and He, Y. (eds.) International Conference on Computer and Information Technology. IEEE Computer Society. pp. 540-545. ISBN 769522165.
- Chen, Taolue and Han, Tingting and Lu, J. (2004) Towards a model logic for p-calculus. In: COMPSAC 2004: 28th International Computer Software and Applications Conference: Design and Assessment of Trustworthy Software-Based Systems. IEEE Computer Society. pp. 330-335. ISBN 769522092.
- Chen, Taolue and Han, Tingting and Lu, J. (2004) Tree logic with recursion and model checking algorithm. In: Hamza, M.H. (ed.) Proceedings of the IASTED Conference on Software Engineering and Applications. IASTED/ACTA Press. pp. 588-593. ISBN 088986425X.
Conference Item
- Zhang, X. and Zhou, Y. and Han, Tingting and Chen, Taolue (2021) Training deep code comment generation models via data augmentation. Internetware '20: 12th Asia-Pacific Symposium on Internetware, 2021, Singapore
- Al-Nima, R. and Han, Tingting and Chen, Taolue (2019) Road tracking using deep reinforcement learning for self-driving car applications. The 11th International Conference on Computer Recognition Systems, 2019, Polanica-Zdroj, Poland
External Repositories