👨‍🎓 About Me

• My name is Yuanliang Xue (薛远亮). From 2025.12, I work as a lecturer 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 20+ papers related to above topics on some international conferences and journals with .

• Now I am severing as a reviewer for CVPR, ICCV, AAAI, IEEE TPAMI, TIP, TNNLS, TMM, TCSVT, TIM, 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 any academic exchange or cooperation, please feel free to email me at xyl_507@outlook.com.

🔥 News

• 2026.04:  🎉🎉 one paper is accepted in J. King Saud Univ. Comput. Inf. Sci. Ship-SAR [Paper] [Code]
• 2026.02:  🎉🎉 one paper is accepted in CVPR2026. PNTrack [Paper] [Code]
• 2026.02:  🎉🎉 one paper is accepted in CVPR2026. LETrack [Paper] [Code]
• 2026.02:  🎉🎉 one paper is accepted in CVPR2026. EATrack [Paper] [Code]
• 2025.11:  🎉🎉 one paper is accepted in AAAI2026. MUTrack [Paper] [Code]
• 2025.08:  🎉🎉 one paper is accepted in TCSVT. FMTrack [Paper] [Code] ——🔥 ESI Hot Paper
• 2025.06:  🎉🎉 one paper is accepted in TITS. TDAT [Paper] [Code] ——🏆 ESI Highly cited Paper
• 2025.03:  🎉🎉 one paper is accepted in TCSVT. AVLTrack [Paper] [Code] ——🏆 ESI Highly cited Paper 🔥 ESI Hot Paper
• 2025.02:  🎉🎉 one paper is accepted in CVPR2025. SGLATrack [Paper] [Code]
• 2024.11:  🎉🎉 one paper is accepted in TCSVT. CRM [Paper] [Code] ——🏆 ESI Highly cited Paper 🔥 ESI Hot Paper
• 2024.08:  🎉🎉 one paper is accepted in TIM. QRDT [Paper] [Code]
• 2023.08:  🎉🎉 one paper have been accepted in TGRS. SmallTrack [Paper] [Code] ——🏆 ESI Highly cited Paper

🌱 Services

Reviewer

• ✍ Conference: CVPR, ICCV, AAAI
• 📒 Journal: IEEE TPAMI, TIP, TNNLS, TMM, TCSVT, TIM, 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

2026

• Toward Low-Cost yet Effective Temporal Learning for UAV Tracking. IEEE International Conference on Computer Vision and Pattern Recognition, CVPR 2026
• Boosting Self-Supervised Tracking with Contextual Prompts and Noise Learning. IEEE International Conference on Computer Vision and Pattern Recognition, CVPR 2026
• Dual-branch Distilled Transformer for Efficient Asymmetric UAV Tracking. IEEE International Conference on Computer Vision and Pattern Recognition, CVPR 2026
• Ship-SAR: an improved ship image generation framework of synthetic aperture radar via denoising diffusion probabilistic model, _Journal of King Saud University Computer and Information Sciences, Jin, G., Yang, K., Yuanliang Xue. [Paper]
• MUTrack: A Memory-Aware Unified Representation Framework for Visual Tracking, _AAAI2026, Wu, W., Liang, Q., Zhong, B., Tang, X., Tan, Y., Li, N., Yuanliang Xue. [Paper]

2025

TCSVT 2025

FMTrack: Frequency-aware Interaction and Multi-Expert Fusion for RGB-T Tracking, IEEE TCSVT. [Paper] [Code]

Xue Yuanliang, Guodong Jin, Bineng Zhong, Tao Shen, Lining Tan, Chaocan Xue, Yaozong Zheng

TITS 2025

Target-Distractor Aware UAV Tracking via Global Agent, IEEE TITS. [Paper] [Code]

Xue Yuanliang and Jin, Guodong and Shen, Tao and Tan, Lining and Wang, Ning and Gao, Jing and Yu, Ye and Tian, Siyuan

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.