Ziao Guo
5 papers · 2023–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
Top co-authors
Research topics
Machine Learning
(4)
Mathematics & Optimization
(4)
Core Methods
(3)
Optimization
(3)
Computer Vision
(2)
Deep Learning
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Architectures
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Foundations
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Mathematics
(1)
Keywords
graph matching
(2)
imitation learning
(1)
optimal transport
(1)
outlier detection
(1)
branch and bound
(1)
graph embedding
(1)
constraint satisfaction
(1)
mixed integer programming
(1)
differentiable programming
(1)
sinkhorn algorithm
(1)
marginal distribution
(1)
neural network layer
(1)
neural graph matching
(1)
multi-graph matching
(1)
python toolkit
(1)
learning-free solver
(1)
node correspondence
(1)
neural network
(1)
partial matching
(1)
differentiable top-k
(1)
Papers
ACM-MILP: Adaptive Constraint Modification via Grouping and Selection for Hardness-Preserving MILP Instance Generation
ICML 2024
Pygmtools: A Python Graph Matching Toolkit
JMLR 2024
Towards Imitation Learning to Branch for MIP: A Hybrid Reinforcement Learning based Sample Augmentation Approach
ICLR 2024
Deep Learning of Partial Graph Matching via Differentiable Top-K
CVPR 2023
LinSATNet: The Positive Linear Satisfiability Neural Networks
ICML 2023