Scholar
Yijie Li
Google Scholar ID: SqIl3BMAAAAJ
Carnegie Mellon University
Citations & Impact
Citations
105
H-index
7
i10-index
5
Publications
13
Co-authors
3
list available
Publications
Resume (English only)
Academic Achievements
- - Paper 'Multi-Cali Anything: Dense Feature Multi-Frame Structure-from-Motion for Large-Scale Camera Array Calibration' accepted by IROS 2025 [Oral Presentation]
- - Paper 'CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement' accepted by BMVC 2024
- - Paper 'SYGNet: A SVD-YOLO based GhostNet for Real-time Driving Scene Parsing' accepted by IEEE ICIP 2022
- - Published multiple arXiv preprint papers such as 'CP2M: Clustered-Patch-Mixed Mosaic Augmentation for Aerial Image Segmentation', 'DDUNet: Dual Dynamic U-Net for Highly-Efficient Cloud Segmentation', etc.
Research Experience
- - Research Assistant: Robotics Institute, Carnegie Mellon University, advised by Prof. László A. Jeni, January 2025 - Present
- - Visiting Student: Robotics Institute, Carnegie Mellon University, advised by Prof. László A. Jeni, June 2024 - December 2024
- - Research Intern: Tsinghua University, advised by Prof. Yongjin Liu, January 2022 - December 2023
- - Machine Learning Research Intern: University College Dublin, advised by Dr. Soumyabrata Dev, March 2021 - December 2021
Education
- - Master's degree: Artificial Intelligence, Northwestern University, September 2023
- - Bachelor's degree: Software Engineering, University College Dublin (UCD), July 2023
Background
- Research Interests: 2D/3D Computer Vision and Natural Language Processing, including efficient semantic segmentation models, remote sensing, human motion capture, and VLMs. Previously worked on several topics related to computer vision at University College Dublin (UCD).
