publications

in reversed chronological order.

2025

  1. YAWYB_preview.png
    You Are What You Bought: Generating Customer Personas for E-commerce Applications
    Yimin Shi, Yang Fei, Shiqi Zhang, and 2 more authors
    In Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025
    arXiv Code
  2. script_preview.png
    A Framework for Evaluating AI Agents in Open-Ended Conversations via Scripted Simulation
    Clarice Wang*, Yimin Shi*, and Xiaokui Xiao
    In Proceedings of the 31th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2025
  3. ThriftLLM_preview.png
    ThriftLLM: On Cost-Effective Selection of Large Language Models for Classification Queries
    Keke Huang, Yimin Shi, Dujian Ding, and 4 more authors
    Proceedings of the VLDB Endowment, 2025
    arXiv

2022

  1. An energy-efficient and privacy-aware decomposition framework for edge-assisted federated learning
    Yimin Shi, Haihan Duan, Lei Yang, and 1 more author
    ACM Transactions on Sensor Networks, 2022

2020

  1. Edge-assisted federated learning: An empirical study from software decomposition perspective
    Yimin Shi, Haihan Duan, Yuanfang Chi, and 2 more authors
    In International Conference on Algorithms and Architectures for Parallel Processing, 2020