publications

Check my Google Scholar for the full updated list. * denotes co-first authorship.

2025

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    MEMOIR: Lifelong Model Editing with Minimal Overwrite and Informed Retention for LLMs
    Ke Wang* , Yiming Qin* , Nikolaos Dimitriadis , and 2 more authors
    In Arxiv , 2025
    PDF
  2. ICLR-logo.svg
    LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging
    Ke Wang* , Nikolaos Dimitriadis* , Alessandro Favero , and 3 more authors
    In International Conference on Learning Representations (ICLR) , 2025
    PDF

2024

  1. ICML-logo.svg
    Localizing Task Information for Improved Model Merging and Compression
    Ke Wang* , Nikolaos Dimitriadis* , Guillermo Ortiz-Jimenez , and 2 more authors
    In International Conference on Machine Learning (ICML) , 2024
    PDF
  2. ICML-logo.svg
    Pi-DUAL: Using Privileged Information to Distinguish Clean from Noisy Labels
    Ke Wang , Guillermo Ortiz-Jimenez , Rodolphe Jenatton , and 3 more authors
    In International Conference on Machine Learning (ICML) , 2024
    PDF

2022

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    CLAD: A Contrastive Learning based Approach for Background Debiasing
    Ke Wang , Harshitha Machiraju , Oh-Hyeon Choung , and 2 more authors
    In British Machine Vision Conference (BMVC) , 2022
    PDF

2020

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    Polarization-Driven Edge-State Transport in Transition-Metal Dichalcogenides
    Ke Wang* , Gongwei Hu* , Yaming Zhang , and 3 more authors
    In Physical Review Applied , 2020
    PDF