Postdoctor (博士后) School of Computer Science and Technology, Anhui University, Hefei 230601, China Email: sissiw0409@foxmail.com

Biography

I received the Ph.D. degree in computer science from [Anhui University] of China in 2024. I am currently a postdoctor in [School of Computer Science and Technology] at Anhui University.

His current research interests are mainly graph based visual representation learning, computer vision, and few-shot learning. I have published 8 papers in top journal, such as IJCV, IEEE T-MM, T-CSVT and T-GRS. 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，博士，现为安徽大学计算机科学与技术学院博士后。于2024年获得安徽大学计算机科学与技术学院博士学位。在硕博连读期间，由罗斌教授、江波教授指导。 从事结构模式识别和计算机视觉、小样本学习以及医学影像分析等方向的研究。 在国内外高水平期刊发表论文 8 余篇，包括国际顶级期刊（IJCV、TMM、TCSVT、TMM、TGRS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

• Graph based Visual Representation.

• Computer Vision: Few-shot Learning, Metric Learning, Object Re-identification, Remote Sensing Image Change Detection, etc.

• Chest X-ray Diagnosis.

Selected Publications

• MutualFormer: Multi-Modal Representation Learning via Cross-Diffusion Attention
  Xixi Wang，Bo Jiang，Xiao Wang，Jin Tang，Bin Luo
  International Journal of Computer Vision, 2024 [Paper] [Code]

• Learning Dynamic Batch-Graph Representation for Deep Representation Learning
  Xixi Wang，Bo Jiang，Xiao Wang，Jin Tang，Bin Luo
  International Journal of Computer Vision, 2024 [Paper] [Code]

• Few-Shot Learning Meets Transformer: Unified Query-Support Transformers for Few-Shot Classification
  Xixi Wang，Xiao Wang，Bo Jiang，Bin Luo
  IEEE Transactions on Circuits and Systems for Video Technology, 2023 [Paper] [Code]

• 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, 2023 [Paper]

• SemanticFormer: Hyperspectral Image Classification via Semantic Transformer
  Yan Liu*，Xixi Wang*，Bo Jiang，Lan Chen，Bin Luo
  Pattern Recognition Letters, 2024 [Paper] [Code]

• 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, 2023 [Paper] [Code]

• 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]

• 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]

Awards

• 2018-2019 安徽大学硕士研究生奖学金 Anhui University Master's Scholarship
  

• 2019-2020 安徽大学硕士研究生奖学金 Anhui University Master's Scholarship
  

• 2020-2021 安徽大学博士研究生奖学金 Anhui University Doctoral Scholarship
  

• 2021-2022 安徽大学博士研究生奖学金 Anhui University Doctoral Scholarship
  

• 2022-2023 安徽大学博士研究生奖学金 Anhui University Doctoral Scholarship
  

• 2021 安徽大学“优秀研究生标兵”
  

• 2021 多模态认知计算安徽省重点实验室“优秀研究生”
  

• 2024 安徽省机器人学会“优秀博士学位论文”