CIAM-Group

All

14 repositories

L2R
Public
Official Implementation of the paper: Learning to Reduce Search Space for Generalizable Neural Routing Solver
MIT License
•0•1•0•0•Updated Jan 17, 2026Jan 17, 2026
ICAM
Public
Official Implementation of the paper: Instance-Conditioned Adaptation for Large-scale Generalization of Neural Combinatorial Optimization
Python
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MIT License
•1•9•1•0•Updated Jan 12, 2026Jan 12, 2026
CaDA
Public
Python
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MIT License
•0•7•0•0•Updated Dec 14, 2025Dec 14, 2025
Rethinking_Constraint_Tightness
Public
Python
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MIT License
•0•1•0•0•Updated Oct 25, 2025Oct 25, 2025
L2C_Insert
Public
Python
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MIT License
•2•6•0•0•Updated Oct 24, 2025Oct 24, 2025
MTLKD
Public
Python
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MIT License
•0•1•0•0•Updated Oct 23, 2025Oct 23, 2025
TTPL
Public
Official implementation of the TTPL [NIPS2025]
Python
•0•2•0•0•Updated Oct 22, 2025Oct 22, 2025
AMOILS-D
Public
MIT License
•0•0•0•0•Updated Oct 16, 2025Oct 16, 2025
NCO_code
Public
L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China
multiobjective-optimization computational-intelligence combinatorial-optimization neural-combinatorial-optimization learning-to-optimize ml4co rl4co machine-learning-for-combinatorial-optimization
Python
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MIT License
•24•92•0•0•Updated May 28, 2025May 28, 2025
SIL
Public
Python
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MIT License
•7•21•0•0•Updated May 3, 2025May 3, 2025
DRHG
Public
Python
•1•7•0•0•Updated May 2, 2025May 2, 2025
EvolutionaryAlgorithm_Codes
Public
EA codes from CIAM Group at SUSTech, Shenzhen, China
evolutionary-algorithms multiobjective-optimization surrogate-models
MATLAB
•6•20•0•1•Updated Apr 18, 2025Apr 18, 2025
ComputerVision_Codes
Public
CV codes from CIAM Group at SUSTech, Shenzhen, China
Python
•2•11•4•0•Updated Aug 26, 2024Aug 26, 2024
awesome-ml4co
Public
Awesome machine learning for combinatorial optimization papers.
Python
•233•0•0•0•Updated Jan 4, 2024Jan 4, 2024