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David H. Yang

Ph.D. Student
Rensselaer Polytechnic Institute
yangd13@rpi.edu


About Me

I’m currently a second year Ph.D. student at Rensselaer Polytechnic Institute, advised by Dr. Mohammad Amiri and Dr. Tomek Strzalkowski. My research lies broadly in the fields of Artificial Intelligence and Machine Learning - with a focus on building intelligent AI systems that enable enhanced human-AI collaboration. My recent research interests are related to continual learning and efficiency, exploring how to create models that are lifelong learners that can adapt to dynamic environments.

Previously, I completed my Master’s degree in Computer Science and Bachelors in Electrical Engineering from the University of Toronto.

Before embarking on my PhD journey, I co-founded two startup companies with a strong focus on AI technology.

Addressing construction estimation needs at ML Estimation.

Immersify yourself and create stories using Story Crafter.

News

Publications

  1. SentenceKV: Efficient LLM Inference via Sentence-Level Semantic KV Caching
    Yuxuan Zhu, Ali Falahati, David H. Yang, Mohammad Mohammadi Amiri
    PDF

  2. Sparse Gradient Compression for Fine-Tuning Large Language Models
    David H. Yang, Mohammad Mohammadi Amiri, Tejaswini Pedapati, Subhajit Chaudhury, Pin-Yu Chen
    PDF

  3. Sci. Adv.
    Judging facts, judging norms: Training machine learning models to judge humans requires a modified approach to labeling data
    Aparna Balagopalan, David Madras, David H. Yang, Dylan Hadfield-Menell, Gillian K Hadfield, Marzyeh Ghassemi
    Science Advances (Sci. Adv.), 2023.
    PDF

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