About

Hi, I’m Junjie Oscar Yin#

I conduct research in natural language processing and machine learning.

Currently, I am fortunate to be collaborating with Sasha Rush.

In my undergraduate years at Johns Hopkins, I am grateful to be advised by Alan Yuille and supported by the Westgate Scholarship. During my studies, I spent a year at University of Oxford, where I had the privilege of being mentored by Michael Wooldridge.

Publications#

My list of publications is available here:

• Compute-Constrained Data Selection.
  Junjie Oscar Yin, Alexander M. Rush.
  In Submission to ICLR, 2025.
  ^{[Paper] [Codebase] [Talk]}

• ModuLoRA: Finetuning 2-Bit LLMs on Consumer GPUs by Integrating with Modular Quantizers.
  Junjie Oscar Yin, Jiahao Dong, Yingheng Wang, Christopher De Sa, Volodymyr Kuleshov.
  Transactions on Machine Learning Research (TMLR), 2024. (Featured Paper ; Presented at ICLR 2024)
  ^{[Paper] [Codebase] [Blog Post]}

• EasyRet3D: Uncalibrated Multi-view Multi-Human 3D Tracking and Reconstruction.
  Junjie Oscar Yin, Ting Li, Jiahao Wang, Yi Zhang, Alan Yuille.
  Accepted to Winter Conference on Applications of Computer Vision (WACV), 2025.
  ^{[Paper] [Project Site]}

• How LLM-powered Conversational Agents Influence Decision Making in Domestic Medical Triage Contexts.
  *Catalina Gomez, *Junjie Oscar Yin, Chien-Ming Huang, Mathias Unberath.
  Frontiers in Computer Science, 2024.
  ^[Paper]

Recent Updates#

Below you will find the most recent updates:

• 2024 Computing Research Association’s (CRA) Outstanding Undergraduate Researcher Award (URA). Dec 2023.