Xixi Wang (安徽师范大学 汪茜茜)

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School of Computer and Information Science, Anhui Normal University, Wuhu 241002, China
Email: sissiw0409@foxmail.com

Biography

In June 2024, I received the Ph.D. degree from [Anhui University] of China under the supervision of Professors Luo Bin and Jiang Bo. In July of the same year, I served as a postdoctor in [School of Computer Science and Technology] at Anhui University.

My current research interests are mainly graph based visual representation learning, few-shot learning and object re-identification. I have published over 15 papers in top journals and conferences, including IJCV, IEEE T-MM, T-CSVT，T-GRS，AAAI and CVPR. I am a reviewer for a number of journals, such as the IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, Parttern Recognition. For more information, see: https://SissiW.github.io/.

汪茜茜，安徽师范大学讲师。2024年6月，获得博士学位，师从罗斌教授和江波教授。同年7月，进入安徽大学计算机科学与技术学院做博士后。 主要研究方向是结构模式识别、小样本学习和目标重识别等。 在国内外高水平期刊和会议发表论文15余篇，包括IJCV、IEEE T-MM、IEEE T-CSVT、IEEE T-GRS、AAAI和CVPR等，其中以第一作者身份发表人工智能旗舰期刊IJCV论文2篇。 担任主流期刊的审稿人，包括IEEE TCSVT, PR等。

Research Topic

已发表论文

  1. MutualFormer: Multi-Modal Representation Learning via Cross-Diffusion Attention
    Xixi Wang，Bo Jiang，Xiao Wang，Jin Tang，Bin Luo
    International Journal of Computer Vision (IJCV), 2024 [Paper] [Code] (唯一第一作者，SCI一区/CCF-A)
  2. Learning Dynamic Batch-Graph Representation for Deep Representation Learning
    Xixi Wang，Bo Jiang，Xiao Wang，Jin Tang，Bin Luo
    International Journal of Computer Vision (IJCV), 2025 [Paper] [Code] (唯一第一作者，SCI一区/CCF-A)
  3. Rethinking Batch Sample Relationships for Data Representation: A Batch-Graph Transformer based Approach
    Xixi Wang，Bo Jiang，Xiao Wang，Jin Tang，Bin Luo
    IEEE Transactions on Multimedia (T-MM), 2024 [Paper] (唯一第一作者，SCI一区/CCF-A)
  4. Few-Shot Learning Meets Transformer: Unified Query-Support Transformers for Few-Shot Classification
    Xixi Wang，Xiao Wang，Bo Jiang，Bin Luo
    IEEE TCSVT, 2023 [Paper] [Code] (唯一第一作者，SCI一区)
  5. BHGraphAdapter: Parameter-Efficient VLMs Tuning Meets Hyper-Graph Learning
    Xixi Wang，Meilin Liu，Bo Jiang，Jin Tang, Bin Luo
    IEEE T-CSVT, 2026 [Paper] [Code] (唯一第一作者，SCI一区)
  6. PEFT-BoA: Parameter-Efficient Fine-Tuning with Bag-of-Adapters for Multi-Modal Object Re-identification
    Hongchao Li, Guangxing Liu, Xixi Wang，Baihe Liang，Yonlong Luo
    AAAI Conference on Artificial Intelligence (AAAI), 2026 [Paper] (通讯作者，CCF-A类会议)
  7. Context-aware Dynamic Contrastive Learning Network and E-Bike Rider Benchmark for Person Search
    Hongchao Li, Chengcheng Li, Xixi Wang，Yonlong Luo
    AAAI Conference on Artificial Intelligence (AAAI), 2026 [Paper] (通讯作者，CCF-A类会议)
  8. Learning Knowledge Enhanced Text-image Feature Selection Network for Chest X-ray Image Classification
    Xinyue Gao*，Xixi Wang*，Bo Jiang，Xiao Wang，Jin Tang, Chuanfu Li
    Machine Intelligence Research (MIR), 2025 [Paper] (共同第一作者，SCI一区)
  9. SemanticFormer: Hyperspectral Image Classification via Semantic Transformer
    Yan Liu*，Xixi Wang*，Bo Jiang，Lan Chen，Bin Luo
    Pattern Recognition Letters, 2024 [Paper] [Code] (共同第一作者，SCI二区/CCF-C)
  10. PH-GCN: Person Retrieval With Part-Based Hierarchical Graph Convolutional Network
    Bo Jiang，Xixi Wang，Aihua Zheng，Jin Tang，Bin Luo
    IEEE Transactions on Multimedia, 2021 [Paper] (除导师外第一作者，SCI一区/CCF-A)
  11. Hierarchical Calibration Network for Unsupervised Visible-Infrared Person Re-identification
    Hongchao Li, Linna Ji, Xixi Wang，Yong Wu, Jiesheng Wu
    Pattern Recognition and Computer Vision (PRCV), 2025 [Paper] (通讯作者，CCF-C类会议)
  12. Beyond Graph Model: Reliable VLM Fine-Tuning via Random Graph Adapter
    Bo Jiang，Xueyang Ze，Beibei Wang, Xixi Wang，Xixi Wan, Bin Luo
    Computer Vision and Pattern Recognition (CVPR), 2026 [Paper] (CCF-A类会议)
  13. Improving adversarial transferability via semantic-style joint expectation perturbations
    Zhi Lin，Bingweng Wang，Xixi Wang，Yu Zhang，Xiao Wang，Kang Deng, Anjie Peng, Jin Tang, Xing Yang
    Pattern Recognition (PR), 2026 [Paper] (SCI一区/CCF-B)
  14. VcT: Visual Change Transformer for Remote Sensing Image Change Detection
    Bo Jiang，Zitian Wang，Xixi Wang，Lan Chen，Xiao Wang，Bin Luo
    IEEE Transactions on Geoscience and Remote Sensing (T-GRS), 2023 [Paper] [Code] (SCI一区/CCF-B)
  15. Chest X-ray Diagnosis via Spatial-channel High-order Attention Representation Learning
    Xinyue Gao, Bo Jiang，Xixi Wang，Lili Huang, Zhengzheng Tu
    Physics in Medicine Biology, 2024 [Paper] (SCI一区)
  16. Dual-rate parameter-efficient tuning with sample enhancement for source-free domain-adaptive keypoint detection
    Baichao Peng, Yuhe Ding, Xixi Wang, Bo Jiang
    Visual Intelligence, 2026 [Paper] (SCI二区)
  17. Dual-rate parameter-efficient tuning with sample enhancement for source-free domain-adaptive keypoint detection
    Xiao Wang, Chao Wang, Shiao Wang, Xixi Wang, Zhicheng Zhao, Lin Zhu, Bo Jiang
    IEEE T-CSVT, 2025 [Paper] [Code] (SCI一区/CCF-B)

个人荣誉

项目经历