publications

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

2024

  1. Optimized Inference for 1.58-bit LLMs: A Time and Memory-Efficient Algorithm for Binary and Ternary Matrix Multiplication
    Mohsen Dehghankar, Mahdi Erfanian, and Abolfazl Asudeh
    arXiv preprint arXiv:2411.06360, 2024
  2. Chameleon: Foundation models for fairness-aware multi-modal data augmentation to enhance coverage of minorities
    Mahdi Erfanian, HV Jagadish, and Abolfazl Asudeh
    Proceedings of the VLDB Endowment, 2024
  3. FairEM360: A Suite for Responsible Entity Matching
    Nima Shahbazi, Mahdi Erfanian, Abolfazl Asudeh, and 2 more authors
    Proceedings of the VLDB Endowment, 2024
  4. Coverage-based Data-centric Approaches for Responsible and Trustworthy AI.
    Nima Shahbazi, Mahdi Erfanian, and Abolfazl Asudeh
    IEEE Data Eng. Bull., 2024

2023

  1. Graph Pattern Mining Paradigms: Consolidation and Renewed Bearing
    Vinicius Dias, Samuel Ferraz, Aditya Vadlamani, and 5 more authors
    In 2023 IEEE 30th International Conference on High Performance Computing, Data, and Analytics (HiPC), 2023