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Dive into the research topics where Xiaoli Lian is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Beyond Functional Correctness: Exploring Hallucinations in LLM-Generated Code
Liu, F., Liu, Y., Shi, L., Yang, Z., Zhang, L., Lian, X., Li, Z. & Ma, Y., 2026, In: IEEE Transactions on Software Engineering. 52, 3, p. 1037-1055 19 p.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Scopus citations -
AutoPLC: Generating Vendor-Aware Structured Text for Programmable Logic Controllers
Yang, D., Wu, A., Zhang, T., Zhang, L., Lian, X., Liu, F., Ren, Y., Tian, J. & Che, X., 2025, Proceedings - 2025 40th IEEE/ACM International Conference on Automated Software Engineering, ASE 2025. Institute of Electrical and Electronics Engineers Inc., p. 3593-3604 12 p. (Proceedings - 2025 40th IEEE/ACM International Conference on Automated Software Engineering, ASE 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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CleanMAP: Distilling Multimodal LLMs for Confidence-Driven Crowdsourced HD Map Updates
Shaw, A. K., Jiang, K., Wen, T., Sah, C. K., Shi, Y., Yang, M., Yang, D. & Lian, X., 2025, Proceedings - 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2025. IEEE Computer Society, p. 3798-3807 10 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Link opens in a new tab Scopus citations -
Deep learning-based software engineering: progress, challenges, and opportunities
Chen, X., Hu, X., Huang, Y., Jiang, H., Ji, W., Jiang, Y., Jiang, Y., Liu, B., Liu, H., Li, X., Lian, X., Meng, G., Peng, X., Sun, H., Shi, L., Wang, B., Wang, C., Wang, J., Wang, T. & Xuan, J. & 6 others, , Jan 2025, In: Science China Information Sciences. 68, 1, 111102.Research output: Contribution to journal › Review article › peer-review
Open Access61 Link opens in a new tab Scopus citations -
EfficientEdit: Accelerating Code Editing via Edit-Oriented Speculative Decoding
Wang, P., Zhang, L., Liu, F., Zhu, Y., Xu, W., Shi, L., Lian, X., Li, M., Shen, B. & Fu, A., 2025, Proceedings - 2025 40th IEEE/ACM International Conference on Automated Software Engineering, ASE 2025. Institute of Electrical and Electronics Engineers Inc., p. 2619-2630 12 p. (Proceedings - 2025 40th IEEE/ACM International Conference on Automated Software Engineering, ASE 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review