Xuelin Shen
4 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
Top co-authors
Research topics
Deep Learning
(4)
Artificial Intelligence
(3)
Learning Types · Deep Learning
(3)
Computer Vision
(2)
Machine Learning
(2)
Core AI · Artificial Intelligence
(2)
Core AI · Computer Vision
(2)
Models
(2)
Processing
(2)
Application Areas
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Keywords
continual learning
(1)
catastrophic forgetting
(1)
image restoration
(1)
self-supervised learning
(1)
multimodal learning
(1)
image compression
(1)
image coding
(1)
semantic information
(1)
parameter-efficient fine-tuning
(1)
mixture of expert
(1)
perceptual quality
(1)
vision-language model
(1)
expert routing
(1)
omnidirectional image
(1)
spherical geometry
(1)
multimodal pretraining
(1)
learned image compression
(1)
clip supervision
(1)
hierarchical semantics
(1)
implicit image function
(1)
Papers
Spectral Mixture-of-Experts for Continual Learning
CVPR 2026
Fast Omni-Directional Image Super-Resolution: Adapting the Implicit Image Function with Pixel and Semantic-Wise Spherical Geometric Priors
AAAI 2025
Privacy-Shielded Image Compression: Defending Against Exploitation from Vision-Language Pretrained Models
ICML 2025
Unified Coding for Both Human Perception and Generalized Machine Analytics with CLIP Supervision
AAAI 2025