Diagnosing our datasets: How does my language model learn clinical information?
Furong Jia, David Sontag, Monica AgrawalPublished in 6th Annual Conference on Health, Inference, and Learning (CHIL 2025), 2025
Publications
You can also find my articles on my Google Scholar profile.
TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting
Defu Cao, Furong Jia, Sercan O Arik, Tomas Pfister, Yixiang Zheng, Wen Ye, Yan LiuPublished in The Twelfth International Conference on Learning Representations (ICLR 2024), 2024
GPT4MTS: Prompt-based Large Language Model for Multimodal Time-series Forecasting
Furong Jia, Kevin Wang, Yixiang Zheng, Defu Cao, Yan LiuPublished in EAAI-24 (The 14th Symposium on Educational Advances in Artificial Intelligence), 2024
I2I: Initializing Adapters with Improvised Knowledge
Tejas Srinivasan, Furong Jia, Mohammad Rostami, Jesse ThomasonPublished in CoLLAs 2023 (Second Conference on Lifelong Learning Agents), 2023