Research output per year
Research output per year
Personal profile
Research overview
machine learning and deep reinforcement learning for automated algorithm design, constraint programming, combinatorial optimisation, evolutionary algorithms.
Fingerprint
Dive into the research topics where Nguyen Thi Thanh Dang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Cost-Efficient Training for Automated Algorithm Selection
Kus, E., Miguel, I. J., Akgun, O. & Dang, N., 12 Jul 2024, (Accepted/In press) Cost-Efficient Training for Automated Algorithm Selection. PMLRResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Frugal Algorithm Selection
Kus, E., Akgun, O., Miguel, I. J. & Dang, N., 29 Aug 2024, Frugal Algorithm Selection. Dagstuhl, Germany: Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, Vol. 307. p. 38:1 15 p. 38Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Automated streamliner portfolios for constraint satisfaction problems
Spracklen, J. L. P. J., Dang, N., Akgun, O. & Miguel, I. J., 1 Jun 2023, In: Artificial Intelligence. 319, 24 p., 103915.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus)32 Downloads (Pure) -
Using automated algorithm configuration for parameter control
Chen, D., Buzdalov, M., Doerr, C. & Dang, N., 30 Aug 2023, FOGA'23: proceedings of the 17th ACM/SIGEVO conference on Foundations of Genetic Algorithms. Chicano, F., Friedrich, T., Kötzing, T. & Rothlauf, F. (eds.). New York, NY: ACM, p. 38-49 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A framework for generating informative benchmark instances
Dang, N., Akgun, O., Espasa Arxer, J., Miguel, I. J. & Nightingale, P., 23 Jul 2022, 28th International Conference on Principles and Practice of Constraint Programming (CP 2022). Solon, C. (ed.). Dagstuhl: Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 18 p. 18. (Leibniz International Proceedings in Informatics (LIPIcs); vol. 235).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile3 Citations (Scopus)23 Downloads (Pure)
Datasets
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Instance Generation via Generator Instances (dataset)
Akgun, O. (Creator), Dang, N. T. T. (Creator), Miguel, I. J. (Creator), Salamon, A. (Creator) & Stone, C. L. (Creator), GitHub, 2019
https://github.com/stacs-cp/CP2019-InstanceGen
Dataset
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A Framework for Generating Informative Benchmark Instances (code)
Dang, N. T. T. (Creator), Akgun, O. (Creator), Espasa Arxer, J. (Creator) & Miguel, I. J. (Creator), GitHub, 2022
https://github.com/stacs-cp/AutoIG
Dataset: Software
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Automatic Streamlining for Constrained Optimisation (dataset)
Spracklen, P. (Creator), Dang, N. T. T. (Creator), Akgun, O. (Creator) & Miguel, I. J. (Creator), GitHub, 2019
https://github.com/stacs-cp/CP2019-Streamlining
Dataset
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Discriminating instance generation from abstract specifications: a case study with CP and MIP (dataset)
Akgun, O. (Creator), Dang, N. T. T. (Creator) & Salamon, A. (Creator), GitHub, 2020
https://github.com/stacs-cp/CPAIOR2020-InstanceGen
Dataset
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Streamlined Constraint Reasoning: An Automated Approach from High Level Constraint Specifications (thesis data)
Spracklen, P. (Creator), Miguel, I. J. (Supervisor), Akgun, O. (Supervisor) & Dang, N. T. T. (Contributor), University of St Andrews, 18 Aug 2022
DOI: 10.17630/9805a859-d08d-4390-b986-7fce98f7fe70
Dataset: Thesis dataset
File
Projects
- 1 Finished
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Early Career Fellowship - Nguyen Dang: Constraint-based automated generation of synthetic benchmark instances
Dang, N. T. T. (PI)
1/09/20 → 31/08/23
Project: Fellowship
Activities
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Doors Open @ Computer Science 2023
Hoffmann, R. (Chair of organising committee), Ross, K. (Member of organising committee), Boyd, K. M. (Member of organising committee), Miller, A. H. D. (Participant), Miguel, A. R. (Participant), Varghese, B. (Participant), Brown, C. M. (Participant), Jefferson, C. A. (Participant), Harris-Birtill, D. C. C. (Participant), Balasubramaniam, D. (Participant), Brady, E. C. (Participant), Kirby, G. N. C. (Participant), Gent, I. P. (Participant), Jacques, J. T. (Participant), Espasa Arxer, J. (Participant), Ye, J. (Participant), Terzic, K. (Participant), Fang, L. (Participant), Nederhof, M. J. (Participant), Young, M. (Participant), Dang, N. T. T. (Participant), Konovalov, O. (Participant), Akgun, O. (Participant), Connor, R. (Participant), Dearle, A. (Participant), Filgueira, R. (Participant), Zhu, X. (Participant), Bhatti, S. (Participant), Dobson, S. A. (Participant), Mann, P. S. (Participant), Sarkar, S. (Participant), Kelsey, T. (Participant) & Spink, T. (Participant)
11 Apr 2023Activity: Participating in or organising an event types › Participation in or organising a public festival/exhibition/event
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Université de Paris I Panthéon-Sorbonne
Dang, N. T. T. (Visiting researcher)
19 Sept 2019 → 26 Sept 2019Activity: Visiting an external institution types › Visiting an external academic institution