Publications

Conference Papers

  • Cognify: The Automated Optimizer for Generative AI Workflows
    Zijian He*, Reyna Abhyankar*, Vikranth Srivatsa, Yiying Zhang
    31st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2025
    KDD 2025
    [BibTeX]
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@inproceedings{he2025cognify,
  title     = {Cognify: The Automated Optimizer for Generative AI Workflows},
  author    = {He, Zijian and Abhyankar, Reyna and Srivatsa, Vikranth and Zhang, Yiying},
  booktitle = {Proceedings of the 31st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
  year      = {2025},
  url       = {https://arxiv.org/abs/2502.08056}
}

  • SC-Bench: A Large-Scale Dataset for Smart Contract Auditing
    Shihao Xia, Mengting He, Linhai Song, Yiying Zhang Second International Workshop on Large Language Models for Code
    LLM4Code ‘25

  • Preble: Efficient Distributed Prompt Scheduling for LLM Serving
    Vikranth Srivatsa*, Zijian He*, Reyna Abhyankar, Dongming Li, Yiying Zhang
    International Conference on Learning Representations (ICLR), 2025
    ICLR 2025

  • InferCept: Efficient Intercept Support for Augmented Large-Language Model Inferencing
    Reyna Abhyankar*, Zijian He*, Vikranth Srivatsa, Hao Zhang, Yiying Zhang
    International Conference on Machine Learning (ICML), 2024
    ICML 2024

Preprints

  • AuditGPT: Auditing Smart Contracts with ChatGPT Shihao Xia, Shuai Shao, Mengting He, Tingting Yu, Linhai Song, Yiying Zhang Preprint, April 2024 arXiv:2404.04306