VisDrone-SOT2019: The Vision Meets Drone Single Object Tracking Challenge Results. - Dawei Du; Yue Zhang 011; Liefeng Bo; Hailin Shi; Rui Zhu 005; Bo Han 003; Chunhui Zhang; Guizhong Liu; Han Wu; Hao Wen; Haoran Wang 008; Pengfei Zhu 001; et al. (ICCV Workshops, 2019)

The Multi-task Fully Convolutional Siamese Network with Correlation Filter Layer for Real-Time Visual Tracking. - Shiyu Xuan; Shengyang Li; Zifei Zhao; Mingfei Han 002 (PRCV (1), 2019)

Object Tracking in Satellite Videos by Improved Correlation Filters With Motion Estimations. - Shiyu Xuan; Shengyang Li; Mingfei Han 002; Xue Wan; Gui-Song Xia (IEEE Trans. Geosci. Remote. Sens., 2020)

Intra-Inter Camera Similarity for Unsupervised Person Re-Identification. - Shiyu Xuan; Shiliang Zhang (CVPR, 2021)

Rotation adaptive correlation filter for moving object tracking in satellite videos. - Shiyu Xuan; Shengyang Li; Zifei Zhao; Zhuang Zhou; Wanfeng Zhang; Hong Tan; Guisong Xia; Yanfeng Gu (Neurocomputing, 2021)

Siamese networks with distractor-reduction method for long-term visual object tracking. - Shiyu Xuan; Shengyang Li; Zifei Zhao; Longxuan Kou; Zhuang Zhou; Gui-Song Xia (Pattern Recognit., 2021)

SatSOT: A Benchmark Dataset for Satellite Video Single Object Tracking. - Manqi Zhao; Shengyang Li; Shiyu Xuan; Longxuan Kou; Shuai Gong; Zhuang Zhou (IEEE Trans. Geosci. Remote. Sens., 2022)

Decoupled Optimisation for Long-Tailed Visual Recognition. - Cong Cong; Shiyu Xuan; Sidong Liu; Shiliang Zhang; Maurice Pagnucco; Yang Song 001 (AAAI, 2024)

Decoupled Contrastive Learning for Long-Tailed Recognition. - Shiyu Xuan; Shiliang Zhang (AAAI, 2024)

LocLLM: Exploiting Generalizable Human Keypoint Localization via Large Language Model. - Dongkai Wang; Shiyu Xuan; Shiliang Zhang (CVPR, 2024)

Pink: Unveiling the Power of Referential Comprehension for Multi-modal LLMs. - Shiyu Xuan; Qingpei Guo; Ming Yang 007; Shiliang Zhang (CVPR, 2024)

Dataset Distillation for Histopathology Image Classification. - Cong Cong; Shiyu Xuan; Sidong Liu; Maurice Pagnucco; Shiliang Zhang; Yang Song 001 (CoRR, 2024)

Adapting Vision-Language Models via Learning to Inject Knowledge. - Shiyu Xuan; Ming Yang 007; Shiliang Zhang (IEEE Trans. Image Process., 2024)

Intra-Inter Domain Similarity for Unsupervised Person Re-Identification. - Shiyu Xuan; Shiliang Zhang (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Generalizable Object Keypoint Localization from Generative Priors. - Dongkai Wang; Jiang Duan; Liangjian Wen; Shiyu Xuan; Hao Chen 061; Shiliang Zhang (CVPR, 2025)

Incremental Model Enhancement via Memory-based Contrastive Learning. - Shiyu Xuan; Ming Yang 007; Shiliang Zhang (Int. J. Comput. Vis., 2025)

Diff-MM: Exploring Pre-trained Text-to-Image Generation Model for Unified Multi-modal Object Tracking. - Shiyu Xuan; Zechao Li; Jinhui Tang 001 (CoRR, 2025)

Robust object detection in adverse weather with feature decorrelation via independence learning. - Yutao Zhang; Shiyu Xuan; Zechao Li (Pattern Recognit., 2026)