Kaiting Liu

Kaiting's profile picture

I am a PhD candidate at Leiden University in the Leiden Institute for Advanced Computer Science (LIACS), supervised by Dr. Hazel Doughty. Previously, I completed my MSc in Data Science & Artificial Intelligence at the Eindhoven University of Techonology, and my BSc in Software Engineering at South China University of Techonology.

My research interests lie in video understanding, self-supervised learning, and explainability.


Publications

EPIC paper image
HD-EPIC: A Highly-Detailed Egocentric Video Dataset
  • Toby Perrett*, Ahmad Darkhalil*, Saptarshi Sinha*, Omar Emara*, Sam Pollard*, Kranti Parida*, Kaiting Liu*, Prajwal Gatti*, Siddhant Bansal*, Kevin Flanagan*, Jacob Chalk*, Zhifan Zhu*, Rhodri Guerrier*, Fahd Abdelazim*, Bin Zhu, Davide Moltisanti, Michael Wray, Hazel Doughty, Dima Damen. (* Joint First Authors)
  • CVPR, 2025.
  • Webpage | Paper | Dataset
GradEnFS paper image
Supervised Feature Selection via Ensemble Gradient Information from Sparse Neural Networks
  • Kaiting Liu, Zahra Atashgahi, Ghada Sokar, Mykola Pechenizkiy, Decebal Constantin Mocanu
  • AISTATS, 2024.
  • Paper | Code