Xuwei Xu
4 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
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Keywords
knowledge distillation
(3)
vision transformer
(2)
feature matching
(1)
computational complexity
(1)
decision boundary
(1)
token pruning
(1)
inference speed
(1)
student network
(1)
feature distillation
(1)
model efficiency
(1)
class distribution
(1)
graph-based token propagation
(1)
student-teacher model
(1)
dataset pruning
(1)
structural re-parameterization
(1)
top-1 accuracy
(1)
projector ensemble
(1)
medium-difficulty sample
(1)
channel idle mechanism
(1)
feedforward network layers
(1)
Papers
Medium-Difficulty Samples Constitute Smoothed Decision Boundary for Knowledge Distillation on Pruned Datasets
ICLR 2025
RePaViT: Scalable Vision Transformer Acceleration via Structural Reparameterization on Feedforward Network Layers
ICML 2025
GTP-ViT: Efficient Vision Transformers via Graph-Based Token Propagation
WACV 2024
Improved Feature Distillation via Projector Ensemble
NeurIPS 2022