Ziao Guo
5 papers · 2023–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (3) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
ICML (2)
CVPR (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
graph matching
(2)
optimal transport
(1)
outlier detection
(1)
graph embedding
(1)
constraint satisfaction
(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)
differentiable satisfiability
(1)
Papers
Towards Imitation Learning to Branch for MIP: A Hybrid Reinforcement Learning based Sample Augmentation Approach
ICLR 2024
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
Deep Learning of Partial Graph Matching via Differentiable Top-K
CVPR 2023
LinSATNet: The Positive Linear Satisfiability Neural Networks
ICML 2023