👨‍🎓 About Me

• My name is Yuanliang Xue (薛远亮). From 2022.03, I work as a PhD candidate at Xi’an Research Institute of High-tech, Xi’an, Shaanxi, China.

• My researches focus on Deep Learning and its applications to image (video) processing, computer vision and UAV. My current interests include object detection and tracking, aerial detection and tracking. I have published 10+ papers related to above topics on some international conferences and journals with .

• Now I am severing as a reviewer for IEEE TMM, TCSVT, TASE, ISPRS Jour. of Pho. and RS, PR, ASOC, JSTARS, Inf. Fusion, ACM TITS, ESWA, EAAI, KBS, and Artificial intelligence review etc. More information is on https://orcid.org/0000-0002-8753-4990

• For academic exchange or cooperation, please feel free to email me at xyl_507@outlook.com.

🔥 News

• 2025.06:  🎉🎉 one paper is accepted in TITS.
• 2025.03:  🎉🎉 one paper is accepted in TCSVT.
• 2025.02:  🎉🎉 one paper is accepted in CVPR.
• 2024.11:  🎉🎉 one paper is accepted in TCSVT.
• 2024.08:  🎉🎉 one paper is accepted in TIM.

🌱 Services

Journals

• Reviewer: IEEE TMM, TCSVT, TASE, ISPRS Jour. of Pho. and RS, PR, ASOC, JSTARS, Inf. Fusion, ACM TITS, ESWA, EAAI, KBS, and Artificial intelligence review etc. More information is on https://orcid.org/0000-0002-8753-4990

📝 Publications

2025

TCSVT 2025

AVLTrack: Dynamic Sparse Learning for Aerial Vision-Language Tracking, IEEE TCSVT. Paper Code

Xue Yuanliang and Zhong, Bineng and Jin, Guodong and Shen, Tao and Tan, Lining and Li, Ning and Zheng, Yaozong

CVPR 2025

Similarity-Guided Layer-Adaptive Vision Transformer for UAV Tracking, CVPR. Paper Code

Chaocan Xue, Bineng Zhong, Qihua Liang, Yaozong Zheng, Ning Li, Yuanliang Xue, Shuxiang Song

2024

TCSVT 2024

Consistent Representation Mining for Multi-Drone Single Object Tracking, IEEE TCSVT. Paper Code

Yuanliang Xue, Guodong Jin, Tao Shen, Lining Tan, Nian Wang, Jing Gao, Lianfeng Wang

TIM 2024

Handling occlusion in uav visual tracking with query-guided redetection, IEEE TIM. Paper Code

Yuanliang Xue, Tao Shen, Guodong Jin, Lining Tan, Nian Wang, Lianfeng Wang, Jing Gao

• Capsule Attention Network for Hyperspectral Image Classification, Remote Sensing, Nian Wang; Aitao Yang; Zhigao Cui; Yao Ding; Yuanliang Xue; Yanzhao Su. Paper
• Ship Detection in Synthetic Aperture Radar Images Based on BiLevel Spatial Attention and Deep Poly Kernel Network, Journal of Marine Science and Engineering, Siyuan Tian; Guodong Jin; Jing Gao; Lining Tan; Yuanliang Xue; Yang Li; Yantong Liu. Paper

2023

TGRS 2023

SmallTrack: Wavelet pooling and graph enhanced classification for uav small object tracking, IEEE TGRS. Paper Code

Yuanliang Xue, Guodong Jin, Tao Shen, Lining Tan, Nian Wang, Jing Gao, Lianfeng Wang

• Template-guided frequency attention and adaptive cross-entropy loss for UAV visual tracking, Chinese Journal of Aeronautics, Yuanliang Xue, Guodong Jin, Tao Shen, Lining Tan, Lianfeng Wang. Paper Code

2022

• MobileTrack: Siamese efficient mobile network for high‐speed UAV tracking, IET Image Processing, Yuanliang Xue, Guodong Jin, Tao Shen, Lining Tan, Jing Yang, Xiaohan Hou. Paper Code

📝 Projects

• Multi-modal Tracking

• Aerial Detection and Tracking

🏆 Honors and Awards

• 2023.12: Outstanding Doctoral Dissertation Cultivation Grant Program

📖 Educations

• 2022.03 - now, Doctor, Computer Science, Xi’an Research Institute of High-tech, Xi’an, Shaanxi, China.
• 2019.09 - 2021.12, Master, Computer Science, Xi’an Research Institute of High-tech, Xi’an, Shaanxi, China.
• 2015.09 - 2019.06, Bachelor, Computer Science, Xi’an Research Institute of High-tech, Xi’an, Shaanxi, China.

💻 Internships

• 2024.04 - 2025.06, Visiting Student, advised by Bineng Zhong, Guangxi Normal University, Guilin, Guangxi, China.