Dianshu Liao

Dianshu Liao

Australian National University

I am a Ph.D. candidate in Computer Science at the Australian National University (ANU), under the supervision of Xiaoyu Sun and co-supervision of Zhenchang Xing. My research focuses on Intelligent Software Engineering (SE4AI, AI4SE), Knowledge Graphs, and Mobile Software Engineering (i.e., Android performance analysis).

I am open to collaboration and welcomes inquiries from individuals with overlapping research interests. Please feel free to reach out if you believe our research interests align.

🔥 News

  • [2024-10-14] 🎉🎉🎉 Our paper, “A³-CodGen: A Repository-Level Code Generation Framework for Code Reuse with Local-Aware, Global-Aware, and Third-Party-Library-Aware” was accepted to TSE!!!
  • [2024-09-04] I am serving on the Programm Committee of ICSE’25 Artifact Evaluation. Welcome submissions!

📝 Publications (* denotes co-first author)

Published Papers

  • A³-CodGen: A Repository-Level Code Generation Framework for Code Reuse with Local-Aware, Global-Aware, and Third-Party-Library-Aware
    Dianshu Liao, Shidong Pan, Xiaoyu Sun, Xiaoxue Ren, Qing Huang, Zhenchang Xing, Huan Jin, Qinying Li. TSE2024

  • SE Factual Knowledge in Frozen Giant Code Model: A Study on FQN and its Retrieval
    Qing Huang*, Dianshu Liao*, Zhenchang Xing, Zhiqiang Yuan, Qinghua Lu, Xiwei Xu, Jiaxing Lu. TKDE2024

  • Enhancing Exploratory Testing by Large Language Model and Knowledge Graph
    Yanqi Su, Dianshu Liao, Zhenchang Xing, Qing Huang, Mulong Xie, Qinghua Lu, Xiwei Xu. ICSE2024

  • Semantic-Enriched Code Knowledge Graph to Reveal Unknowns in Smart Contract Code Reuse
    Qing Huang*, Dianshu Liao*, Zhenchang Xing, Zhengkang Zuo, Changjing Wang, Xin Xia. TOSEM2023

Pre-prints

  • A Solution toward Transparent and Practical AI Regulation: Privacy Nutrition Labels for Open-source Generative AI-based Applications
    Meixue Si, Shidong Pan, Dianshu Liao, Xiaoyu Sun, Zhen Tao, Wenchang Shi, Zhenchang Xing. Pre-print

  • Automatically Analyzing Performance Issues in Android Apps: How Far Are We?
    Dianshu Liao, Shidong Pan, Siyuan Yang, Yanjie Zhao, Zhenchang Xing, Xiaoyu Sun. Pre-print