Hongyan Wang
3 papers · 2023–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(10)
Top co-authors
Research topics
Keywords
combinatorial optimization
(3)
integer programming
(2)
large-scale optimization
(1)
machine learning
(1)
adaptive optimization
(1)
mixed integer linear programming
(1)
local optima
(1)
data-driven optimization
(1)
large neighborhood search
(1)
gradient boosted decision tree
(1)
neighborhood optimization
(1)
graph neural network
(1)
problem reduction
(1)
constraint partitioning
(1)
initial solution prediction
(1)
model compression
(1)
Papers
Light-MILPopt: Solving Large-scale Mixed Integer Linear Programs with Lightweight Optimizer and Small-scale Training Dataset
ICLR 2024
Adaptive Constraint Partition Based Optimization Framework for Large-Scale Integer Linear Programming (Student Abstract)
AAAI 2023
GNN&GBDT-Guided Fast Optimizing Framework for Large-scale Integer Programming
ICML 2023