Dyah Adila

UW-Madison CS Dept. adila@wisc.edu.

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Hello! I am a PhD student at UW-Madison, advised by Fred Sala. I’ve had the opportunity to intern 2x at Amazon AWS AI Research, collaborating with Shuai Zhang and Bernie Wang. The internship work was published at ICML 2024.

Research Interest My research focuses on developing robust and efficient machine learning systems, with an emphasis on reducing data and compute costs. Recently, I’ve been working on fast and cheap LLM alignment and robustifying foundation models. In the past, I have worked on weak supervision and on OOD detection.

Originally, I was from Indonesia. I enjoy reading books (fantasy, thriller, mystery, theology, investigative journalism.. almost everything really!), drawing, doing pilates, and hiking.

See my CV

news

May 1, 2024 Our work with AWS: Discovering Bias in Latent Space: An Unsupervised Debiasing Approach, is accepted in ICML’24!
Feb 9, 2024 Our team (with Changho Shin) is shortlisted as one of the finalists in Qualcomm Innovation Fellowship 2024! Yeay lets gooo
Jan 16, 2024 RoboShot is accepted to ICLR 2024!

selected publications

  1. ICML 2024
    Discovering Bias in Latent Space: An Unsupervised Debiasing Approach
    Adila, Dyah, Zhang, Shuai, Han, Boran, and Wang, Bernie
    In ICML 2024 Jul 2024
    PDF
  2. ICLR 2024
    Zero-Shot Robustification of Zero-Shot Models
    Adila, Dyah, Shin, Changho, Cai, Lingrong, and Sala, Frederic
    In ICLR 2024 May 2024
    PDF
  3. NeurIPS 2023
    Geometry-Aware Adaptation for Pretrained Models
    Roberts, Nicholas, Li, Xintong, Adila, Dyah, Cromp, Sonia, Huang, Tzu-Heng, Zhao, Jitian, and Sala, Frederic
    In NeurIPS 2023 Oct 2022
    PDF
  4. UAI
    Shoring Up the Foundations: Fusing Model Embeddings and Weak Supervision
    Chen, Mayee F, Fu, Daniel Y, Adila, Dyah, Zhang, Michael, Sala, Frederic, Fatahalian, Kayvon, and Ré, Christopher
    In Proceedings of the conference on Uncertainty in artificial intelligence Aug 2022
    PDF
  5. NeurIPS
    Understanding Out-of-distribution: A Perspective of Data Dynamics
    Adila, Dyah, and Kang, Dongyeop
    In ICBINB@NeurIPS 2021 Nov 2021
    PDF