Publications

Summary: five first-author papers published in top-tier security (ACM CCS’2022 * 2 and NDSS’2025 * 2) and software engineering (ACM FSE’2024) conferences.

2025

2025

  1. NDSS
    Repurposing Neural Networks for Efficient Cryptographic Computation
    Xin Jin, Shiqing Ma, and Zhiqiang Lin
    Network and Distributed System Security (NDSS) Symposium, 2025
    PDF
  2. NDSS
    Beyond Classification: Inferring Function Names in Stripped Binaries via Domain Adapted LLMs
    Linxi Jiang*, Xin Jin*, and Zhiqiang Lin (* Co-first Author)
    Network and Distributed System Security (NDSS) Symposium, 2025
    PDF

2024

2024

  1. ACM FSE
    SimLLM: Calculating Semantic Similarity in Code Summaries Using a Large Language Model-Based Approach
    Xin Jin, and Zhiqiang Lin
    ACM International Conference on the Foundations of Software Engineering (FSE), 2024
    PDF
  2. arXiv
    Deconstructing The Ethics of Large Language Models from Long-standing Issues to New-emerging Dilemmas
    Chengyuan Deng*, Yiqun Duan*, Xin Jin*, Heng Chang* (* Co-first Author), and 7 more authors
    arXiv preprint arXiv:2406.05392v2, 2024
    PDF

2023

2023

  1. arXiv
    Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models
    Xin Jin, Jonathan Larson, Weiwei Yang, and Zhiqiang Lin
    arXiv preprint arXiv:2312.09601, 2023
    PDF Code
  2. arXiv
    Graphene: Infrastructure Security Posture Analysis with AI-generated Attack Graphs
    Xin Jin, Charalampos Katsis, Fan Sang, Jiahao Sun, and 3 more authors
    arXiv preprint arXiv:2312.13119, 2023
  3. SR
    Accelerating the characterization of dynamic DNA origami devices with deep neural networks
    Yuchen Wang, Xin Jin, and Carlos Castro
    Scientific Reports, 2023
    PDF

2022

2022

  1. ACM CCS
    SymLM: Predicting Function Names in Stripped Binaries via Context-Sensitive Execution-Aware Code Embeddings
    Xin Jin, Kexin Pei, Jun Yeon Won, and Zhiqiang Lin
    ACM Conference on Computer and Communications Security (CCS), 2022
    PDF Code Poster Slides
  2. ACM CCS
    Understanding IoT Security from a Market-Scale Perspective
    Xin Jin*, Sunil Manandhar*, Kaushal Kafle, Zhiqiang Lin, and 1 more author
    ACM Conference on Computer and Communications Security (CCS), 2022
    PDF Code Slides
  3. arXiv
    Edge Security: Challenges and Issues
    Xin Jin, Charalampos Katsis, Fan Sang, Jiahao Sun, and 2 more authors
    arXiv Preprint,, 2022
    PDF

2018 and Before (Undergrad Research)

2018 and Before (Undergrad Research)

  1. IEEE OFC
    On multi-layer restoration in optical networks with encryption solution deployment
    Xin Jin, Wei Lu, Siqi Liu, and Zuqing Zhu
    In 2018 Optical Fiber Communications Conference and Exposition (OFC), 2018 and Before (Undergrad Research)
    PDF
  2. IEEE OECC
    Game theoretical flexible service provisioning in IP over elastic optical networks
    Wei Lu, Xin Jin, and Zuqing Zhu
    In 2017 Opto-Electronics and Communications Conference (OECC) and Photonics Global Conference (PGC), 2018 and Before (Undergrad Research)
    PDF
  3. IEEE WCNC
    Convolutional modeling and antenna de-embedding for wideband spatial mmWave channel measurement
    Xiaofeng Lu, Ruonan Zhang, Yuliang Zhou, Jiawei Liu, and 3 more authors
    In 2017 IEEE Wireless Communications and Networking Conference (WCNC), 2018 and Before (Undergrad Research)
    PDF