Hongkang Li’s Homepage
Biography
I am currently a fifth-year PhD student at the Department of Electrical, Computer, and Systems Engineering of Rensselaer Polytechnic Institute. My advisor is Prof. Meng Wang. Previously, I received my Bachelor’s degree from the Department of Electronic Engineering and Information Science at the University of Science and Technology of China in 2019. Here is my CV.
My research area is machine learning and deep learning theory. My research interests include
- Generalization and optimization theory of Transformer-based foundation models.
- Theoretical parameter-efficient fine-tuning.
- Graph neural network and its theory.
Recent News 🔥
2024.07: I presented two works at IEEE SAM Workshop held at Oregon State University, US.
2024.06: One paper accepted by ICML 2024 TF2M Workshop and HiLD Workshop.
2024.05: 😺😺 Two papers accepted by ICML 2024.
2024.03: 😺 One paper accepted by IEEE Journal of Selected Topics in Signal Processing.
2023.10: One paper accepted by Neurips 2023 GLFrontiers Workshop.
2023.10: One paper accepted by Neurips 2023 M3L Workshop.
2023.09: ⭐ I received Rensselaer’s Founders Award of Excellence.
2023.09: One paper accepted by Neurips 2023.
2023.05: I will join IBM Research as a research intern this summer, under the supervision of Dr. Songtao Lu, Dr. Hui Wan, and Dr. Xiaodong Cui.