publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. KDD 2026
    CTIConnect: A Benchmark for Retrieval-Augmented LLMs over Heterogeneous Cyber Threat Intelligence
    Yutong Cheng , Yang Liu, Changze Li, Dawn Song, and Peng Gao
    In Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining, SIGKDD, 2026
  2. ICML 2026
    Escaping Whack-a-Mole: Code Documentation Optimization via Dependency-Guided Bi-level Search
    Yutong Cheng , Haifeng Chen, Wenchao Yu, Xujiang Zhao, Peng Gao, and Wei Cheng
    In Proceedings of the 43rd International Conference on Machine Learning, ICML, 2026
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  3. EACL 2026
    NL2Logic: AST Guided Translation of Natural Language into First-Order Logic with Large Language Models
    Rizky Ramadhana Putra, Raihan Sultan Pasha Basuki,  Yutong Cheng , and Peng Gao
    In Findings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, EACL, 2026
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2025

  1. Euro S&P 2025
    CTINEXUS: Automatic Cyber Threat Intelligence Knowledge Graph Construction Using Large Language Models
    Yutong Cheng , Osama Bajaber, Saimon Amanuel Tsegai, Dawn Song, and Peng Gao
    In Proceedings of the 10th IEEE European Symposium on Security and Privacy, Euro S&P, 2025
    Adopted by cybersecurity companies (ThreatConnect, Palo Alto Networks) for automated threat intelligence analysis.
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2024

  1. SSE 2024
    Characterizing, Detecting, and Correcting Comment Errors in Smart Contract Functions
    Yutong Cheng , Haowen Yang, Zhengda Li, and Lei Tian
    In 2024 IEEE International Conference on Software Services Engineering (SSE), 2024
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2023

  1. ESEC/FSE 2023
    Hue: A user-adaptive parser for hybrid logs
    Junjielong Xu, Qiuai Fu, Zhouruixing Zhu,  Yutong Cheng , Zhijing Li, Yuchi Ma, and Pinjia He
    In Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC/FSE, 2023
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