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Research Interests

• Visual object tracking

• Visual Multimodal

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News

• Nov. 2024: One paper has been awarded the Best Research Paper Award of ICPR MMVPR Workshop.

• Dec. 2024: One paper was accepted by AAAI 2025.

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Education & Experience

• Ph.D. Septembe 2024 -- Present
  PCA Lab, School of Computer Science and Technology, Nanjing University of Science and Technology (NJUST), China.
  Advised by Prof. Jian Yang and Associate Prof. Yin Tai.
  

• M.E. September 2021 -- June 2024
  School of Computer Science and Technology, Guangxi Normal University (GXNU), China.
  Advised by Prof. Bineng Zhong .
  

• B.E. September 2017 -- June 2021
  School of Computer Science and Technology, Guangxi Normal University (GXNU), China.
  

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Publications

Conference Papers (* indicates contributed equally, # indicates corresponding authors)

1. Exploiting Multimodal Spatial-temporal Patterns for Video Object Tracking. [Paper] [Code]
   Xiantao Hu, Ying Tai#, Xu Zhao, Chen Zhao, Zhenyu Zhang, Jun Li, Bineng Zhong, Jian Yang#.
   AAAI Conference on Artificial Intelligence (AAAI), Oral, 2025.

Journal Papers (* indicates contributed equally, # indicates corresponding authors)

1. Towards Modalities Correlation for RGB-T Tracking.
   Xiantao Hu, Bineng Zhong#, Qihua Liang, Shengping Zhang, Ning Li, Xianxian Li.
   IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024.

2. Transformer Tracking via Frequency Fusion.
   Xiantao Hu, Bineng Zhong#, Qihua Liang, Shengping Zhang, Ning Li, Xianxian Li, Rongrong Ji.
   IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023.

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Academic Services

Conference Reviewer

• Winter Conference on Applications of Computer Vision (WACV)

• International Joint Conference on Artificial Intelligence (IJCAI)

Journal Reviewer

• IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)

• IEEE Transactions on Multimedia (TMM)

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Honors and Awards

• 11/2024 – Third in ICPR 2024 Multi-Modal Visual Pattern Recognition Challenge – Action Recognition Track, and get "Best Research paper"
• 12/2023 – Third in 2023 Yangtze River Delta (Wuhu) Artificial Intelligence Competition - Non motorized vehicle recognition without helmet based on object detection
• 10/2023 – National Graduate Scholarship
• 08/2023 – Thrid in IFlytek Developer Competition – Stable Diffusion Identification Challenge
• 07/2023 – Second in ICCV2023 Workshop challenge – VisDrone2023
• 06/2023 – Second in CVPR2023 AVA Accessibility Vision and Autonomy Challenge – Segmentation Track
• 06/2023 – Thrid in CVPR2023 AVA Accessibility Vision and Autonomy Challenge – Keypoint Track
• 05/2023 – Third in FGVC10 Workshop at CVPR – PlantTraits2023
• 07/2022 – First in ECV2022 - Outdoor Billboard Recognition