Linxin Yang
4 papers · 2023–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
neural network optimization
(2)
supervised learning
(1)
continuous optimization
(1)
neural network theory
(1)
gradient descent
(1)
linear programming
(1)
alternating optimization
(1)
integer linear programming
(1)
optimization algorithm
(1)
graph neural network
(1)
symmetry-aware learning
(1)
polylogarithmic depth
(1)
constant width
(1)
combinatorial optimization
(1)
packing lp
(1)
Papers
SymILO: A Symmetry-Aware Learning Framework for Integer Linear Optimization
NIPS 2024
On the Power of Small-size Graph Neural Networks for Linear Programming
NIPS 2024
PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming
ICML 2024
A GNN-Guided Predict-and-Search Framework for Mixed-Integer Linear Programming
ICLR 2023