Projects per year
Personal profile
Research interests
Computer Science / Information Technology - Software engineering
Computer Science / Information Technology - Large language models for software engineering
Computer Science / Information Technology - Software testing
Computer Science / Information Technology - Large language models for software engineering
Computer Science / Information Technology - Software testing
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Related documents
Education/Academic qualification
PhD in Computer Science and Engineering, PhD, The Hong Kong University of Science and Technology
2024
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Collaborations and top research areas from the last five years
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Projects
- 1 Active
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A Multi-faceted Framework for Automated Pseudocode-to-Code Translation using Large Language Models
CAO, J. (CoI) & CHEUNG, S. C. (PI)
1/01/26 → 31/12/28
Project: Research
Research output
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A study on prompt design, advantages and limitations of ChatGPT for deep learning program repair
Cao, J., Li, M., Wen, M. & Cheung, S. C., May 2025, In: Automated Software Engineering. 32, 1, 30.Research output: Contribution to journal › Journal Article › peer-review
Open Access8 Citations (Scopus) -
CodeCleaner: Mitigating Data Contamination for LLM Benchmarking
Cao, J., Chen, S., Zhang, W., Lo, H. C., Li, Y. & Cheung, S. C., 27 Oct 2025, p. 71-83. 13 p.Research output: Contribution to conference › Conference Paper › peer-review
Open Access -
CRUXEVAL-X: A Benchmark for Multilingual Code Reasoning, Understanding and Execution
Xu, R., Cao, J., Lu, Y., Wen, M., Lin, H., Han, X., He, B., Cheung, S. C. & Sun, L., 2025, Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Association for Computational Linguistics (ACL), Vol. 1. p. 23762-23779 18 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
Open Access -
DOMAINEVAL: An Auto-Constructed Benchmark for Multi-Domain Code Generation
Zhu, Q., Cao, J., Lu, Y., Lin, H., Han, X., Sun, L. & Cheung, S. C., 11 Apr 2025, In: Proceedings of the AAAI Conference on Artificial Intelligence. 39, 24, p. 26148-26156 9 p.Research output: Contribution to journal › Conference article published in journal › peer-review
Open Access -
From Informal to Formal - Incorporating and Evaluating LLMs on Natural Language Requirements to Verifiable Formal Proofs
Cao, J., Lu, Y., Li, M., Ma, H., Li, H., He, M., Wen, C., Sun, L., Zhang, H., Qin, S., Cheung, S. C. & Tian, C., Jul 2025, Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Association for Computational Linguistics (ACL), p. 26984-27003 20 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
2 Citations (Scopus)
Awards
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ACM SIGSOFT Outstanding Doctoral Dissertation Award
CAO, J. (Recipient), Jan 2025
Prize: Best Paper Award and Prize