Welcome to the Trustworthy AI Lab
We are the Trustworthy AI Lab at the Florida International University led by Dongsheng Luo. Our lab is dedicated to crafting efficient and trustworthy AI solutions for science. We prioritize models that are practical for real-world deployment and emphasize transparency, robustness, and reliability. We actively bridge the gap between AI and scientific domains. Through interdisciplinary collaborations, we tailor our AI innovations to address complex challenges in environmental science, health informatics, and human-computer interaction.
Pictures from FIU’s Website.
We are grateful for funding from NSF and NOAA.
We are fortunate to have close collaborations with researchers/professors from Π-CoLab, PiCOM Lab, MLDAG Lab, Sec-Lab and Sea Level Solutions Center at FIU, AI2ES Institute, The Everglades Foundation, NEC Labs, Amazon, Penn State University, Arizona State University, Nanjing Univerity, New Jersey Institute of Technology, Technical University of Munich etc.
News
09/2024One paper on Explainable AI got accepted to NeurIPS 24.
09/2024One paper on Time series got accepted to ICDM 24.
08/2024One paper on LLM got accepted to Scientific Reports.
07/2024One paper on spectral GNN got accepted to CIKM 24.
05/2024One paper on domain adaptation got accepted to SIGKDD 24.
05/2024We won the best paper award runner-up at the TrustLOG workshop at WWW 24.
05/2024Two papers led by our lab were accepted to ICML 24.
03/2024Zhuomin received an NSF Travel Award for the Doctoral Forum at the 2024 SIAM International Conference on Data Mining (SDM).
03/2024Xu will join NEC Lab America as a research intern in the Summer of 2024.