Yifan Pu / 浦一凡
Ph.D. Student at Tsinghua University
My research focuses on computer vision and deep learning. I am currently interested in visual generation.
Selected Publications
* denotes equal contribution.
First Author
Linear Differential Vision Transformer: Learning Visual Contrasts via Pairwise Differentials
NeurIPS 2025
ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation
CVPR 2025
Efficient Diffusion Transformer with Step-wise Dynamic Attention Mediators
ECCV 2024
Fine-grained Recognition with Learnable Semantic Data Augmentation
IEEE Transactions on Image Processing (TIP), 2024
Rank-DETR for High Quality Object Detection
NeurIPS 2023
Adaptive Rotated Convolution for Rotated Object Detection
ICCV 2023
Co-First Author
Bridging the Divide: Reconsidering Softmax and Linear Attention
NeurIPS 2024
GRA: Detecting Oriented Objects through Group-wise Rotating and Attention
ECCV 2024
Latency-aware Spatial-wise Dynamic Networks
NeurIPS 2022
Learning to Weight Samples for Dynamic Early-Exiting Networks
ECCV 2022
Awards
- 2025National Scholarship for PhD Students
- 2024Tsinghua University Graduate Comprehensive Scholarship
- 2023Low Power Computer Vision Challenge, 1st Place
- 2023Tsinghua University Graduate Comprehensive Scholarship
- 2022Tsinghua University Graduate Comprehensive Scholarship