All Stories

  1. Learning to Rank for Multiple Retrieval-Augmented Models through Iterative Utility Maximization

    Article • July 2025, ACM (Association for Computing Machinery)

    Alireza Salemi, Hamed Zamani

  2. Comparing Retrieval-Augmentation and Parameter-Efficient Fine-Tuning for Privacy-Preserving Personalization of Large Language Models

    Article • July 2025, ACM (Association for Computing Machinery)

    Alireza Salemi, Hamed Zamani

  3. The Second Tutorial on Retrieval-Enhanced Machine Learning: Synthesis and Opportunities

    Article • July 2025, ACM (Association for Computing Machinery)

    To Eun Kim, Hamed Zamani, Alireza Salemi

  4. Accelerating Retrieval-Augmented Generation

    Article • March 2025, ACM (Association for Computing Machinery)

    Alireza Salemi, Hamed Zamani

  5. Retrieval-Enhanced Machine Learning: Synthesis and Opportunities

    Article • December 2024, ACM (Association for Computing Machinery)

    To Eun Kim, Alireza Salemi, Hamed Zamani

  6. Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models

    Article • July 2024, ACM (Association for Computing Machinery)

    Hamed Zamani, Alireza Salemi

  7. Evaluating Retrieval Quality in Retrieval-Augmented Generation

    Article • July 2024, ACM (Association for Computing Machinery)

    Hamed Zamani, Alireza Salemi

  8. Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation

    Article • July 2024, ACM (Association for Computing Machinery)

    Alireza Salemi, Hamed Zamani

  9. Pre-Training Multi-Modal Dense Retrievers for Outside-Knowledge Visual Question Answering

    Article • August 2023, ACM (Association for Computing Machinery)

    Alireza Salemi, Hamed Zamani

  10. A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering

    Article • July 2023, ACM (Association for Computing Machinery)

    Hamed Zamani, Alireza Salemi