I’m currently a doctoral student at the School of Computer Science and Technology, Xinjiang University, in Urumqi, Xinjiang. My advisor is Professor Kurban Ubul. I’ve published 20+ papers, including co-authored ones.

My research areas include:

• Infrared small target detection
• Camouflaged object detection
• Computer vision

🔥 News

• 2025.04: 🎉 Three papers are accepted by ICMR 2025
• 2024.03: 🎉 Three papers are accepted by ICME 2024
• 2024.01: 🎉 One paper is accepted by IEEE GRSL

📝 Publications

• ICMR 2025 Edge-Aware Network with Confidence Feature Fusion for Infrared Small Target Detection

  Boyuan Li, Zitong Ren, Xiuhong Li, Kurban Ubul^*.

• ICMR 2025 PRNet: Parallel Refinement Network with Selective Feature Enhancement for Infrared Small Target Detection

  Boyuan Li, Xiuhong Li, Kurban Ubul^*.

• ICMR 2025 Efficient Camouflaged Object Detection Network Based on Channel Reconstruction and Hybrid Attention,

  Kuan Wang, Xiuhong Li^*, Songlin Li, Yulong Bai,, Boyuan Li, et al.

• ICME 2024 (Oral) Adaptive Feature Fusion Network for Infrared Small Target Detection

  Boyuan Li, Xiuhong Li^*, Songlin Li, et al.

• IEEE GRSL 2024 Cross-Layer Feature Guided Multiscale Infrared Small Target Detection,

  Boyuan Li, Xiuhong Li^*, Songlin Li, et al.

• SMC 2024 (Oral) Mixformer: Feature Mixed Transformer for Rainfall Forecasting,

  Yuanyuan Liao, Boyuan Li^* and Xiuhong Li.

• MMM 2024 Infrared Small Target Detection with Feature Refinement and Context Enhancement,

  Xiuhong Li, Xinyue Zhu, Boyuan Li^*, et al.

• ICME 2024 Lightweight Camouflaged Object Detection Network Based on Feature Complementation and Enhancement,

  Kangwei Liu, Xiuhong Li^*, Boyuan Li, et al.

• ICME 2024 Dual Guidance Enhancing Camouflaged Object Detection via Focusing Boundary and Localization Representation,

  Songlin Li, Xiuhong Li^*, Zhe Li, Hongbing Ma, Jiabao Sheng, Boyuan Li.

• ICIP 2024 U-Convnext Network for Infrared Small Target Detection,

  Jian Ma, Xiuhong Li^*, Yuye Zhang, Boyuan Li, et al.

• IJCNN 2024 AIFENet: Attention-Induced Feature Enhancement Network for Infrared Small Target Detection,

  Ying Zheng, Xiuhong Li^*, Yuye Zhang, Kangwei Liu, Boyuan Li.

• IJCNN 2024 Boundary-Guided Fusion of Multi-Level Features Network for Camouflaged Object Detection,

  Songlin Li, Zhe Li, Boyuan Li, et al.

• IJCNN 2024 GPNet: Infrared Small Target Detection via Global Information Enhancement and Position Attention Guidance,

  Yuye Zhang, Xiuhong Li^*, Ying Zheng, Boyuan Li, et al.

• IEEE GRSL 2024 A Lightweight Two-Level Nested FPN Network for Infrared Small Target Detection,

  Dangxuan Wu, Xiuhong Li^*, Boyuan Li, et al.

• PRCV 2024 Camouflaged Object Detection Based on Feature Aggregation and Global Semantic Learning,

  Kuan Wang, Xiuhong Li^*, Boyuan Li, et al.

• PRCV 2023 Emphasizing Boundary-Positioning and Leveraging Multi-scale Feature Fusion for Camouflaged Object Detection,

  Songlin Li, Xiuhong Li^*, Zhe Li, Boyuan Li, et al.

🎖 Honors and Awards

• 2024.10 PRCV2024 Wide-Area Infrared Small Target Detection Challenge, Excellence Award
• 2024.11 ICPR 2024 Resource-Limited InfraredSmall Target Detection challenge, Recognition Award

🧐 Reviewer

• ACM Multimedia (ACM MM)
• Association for the Advancement of Artificial Intelligence (AAAI)
• International Conference on Multimedia and Expo (ICME)
• Chinese Conference on Pattern Recognition and Computer Vision (PRCV)

📖 Educations

• 2024.09 - Now, Doctor, School of Computer Science and Technology, Xinjiang Univeristy, Urumqi.
• 2022.09 - 2024.06, Master, School of Computer Science and Technology, Xinjiang Univeristy, Urumqi.