All of my life.
Research
2026
Under Review
Manuscript
Under Review
MSCA-YOLO: A Multi-Scale Context and Attention Network for Small Object Detection in UAV Aerial Images
Junkai Li, Zhongya Zhang*, Han Liang, Bin Song
Manuscript under review
Under Review
Brief Introduction
This work focuses on small object detection in UAV aerial images. It explores multi-scale context modeling and attention mechanisms to improve feature representation and detection performance in complex aerial scenarios.
2025
Computer Communications FMSformer
FMSformer: Frequency-aware Multi-scale Spatio-temporal Correlation Model for Edge Workload Prediction
M.F. Sun, X.H. Zhao, J.K. Li, W.Q. Liu, Q.T. Wu
Computer Communications, Volume 249, 108454, 2026
Paper
Brief Introduction
This work focuses on edge workload prediction. To address the challenges of complex temporal variations and spatial correlations among edge servers, FMSformer introduces a frequency-aware multi-scale spatio-temporal modeling framework for more robust workload prediction.
Undergraduate Training Program for Innovation and Entrepreneurship of Henan University of Science and Technology (National Level)
Project No. 202510464010
As the project leader, I was responsible for overall planning, task allocation, schedule management, and team coordination. I also participated in literature review, research implementation, experimental analysis, and summary writing. This experience helped me improve my abilities in project management, teamwork, academic writing, and scientific research practice.