publications

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

2025

  1. Revisiting Privacy, Utility, and Efficiency Trade-offs when Fine-Tuning Large Language Models
    Soumi Das, Camila Kolling, Mohammad Aflah Khan, and 5 more authors
    arXiv preprint arXiv:2502.13313, 2025
    arXiv
  2. Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents
    Mathis Pink, Qinyuan Wu, Vy Ai Vo, and 4 more authors
    2025
    arXiv

2024

  1. Assessing Episodic Memory in LLMs with Sequence Order Recall Tasks
    Mathis Pink, Vy A Vo, Qinyuan Wu, and 7 more authors
    arXiv preprint arXiv:2410.08133, 2024
    arXiv Supp Code
  2. Towards Reliable Latent Knowledge Estimation in LLMs: In-Context Learning vs. Prompting Based Factual Knowledge Extraction
    Qinyuan Wu, Mohammad Aflah Khan, Soumi Das, and 7 more authors
    arXiv preprint arXiv:2404.12957, 2024
    arXiv Supp Code
  3. Understanding Memorisation in LLMs: Dynamics, Influencing Factors, and Implications
    Till Speicher, Mohammad Aflah Khan, Qinyuan Wu, and 5 more authors
    arXiv preprint arXiv:2407.19262, 2024
    arXiv

2022

  1. Exponential negation of a probability distribution
    Qinyuan Wu, Yong Deng, and Neal Xiong
    Soft Computing, 2022
    HTML