Shihui Ying
5 papers · 2013–2025 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (14) π Conference Polyglot Β· Bronze
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Conference Pioneer
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Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Architectures
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Core AI
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types
(1)
Mathematics
(1)
Optimization & Theory Β· Machine Learning
(1)
Optimization & Theory Β· Deep Learning
(1)
Keywords
hypergraph neural network
(2)
unsupervised learning
(1)
representation learning
(1)
benchmark evaluation
(1)
manifold learning
(1)
subspace learning
(1)
geometric analysis
(1)
knowledge distillation
(1)
prompt engineering
(1)
low-rank approximation
(1)
image registration
(1)
dynamic system
(1)
image manifold
(1)
inference efficiency
(1)
ordinary differential equation
(1)
grassmannian manifold
(1)
multi-layer perceptron
(1)
large language model
(1)
teacher student
(1)
high-order reasoning
(1)
Papers
Beyond Graphs: Can Large Language Models Comprehend Hypergraphs?
ICLR 2025
Hypergraph Dynamic System
ICLR 2024
LightHGNN: Distilling Hypergraph Neural Networks into MLPs for 100x Faster Inference
ICLR 2024
Geometric Understanding for Unsupervised Subspace Learning
IJCAI 2019
Groupwise Registration via Graph Shrinkage on the Image Manifold
CVPR 2013