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Rethinking Branching on Exact Combinatorial Optimization Solver: The First Deep Symbolic Discovery Framework.

, , , , , , , , and . ICLR, OpenReview.net, (2024)

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Learning to Optimize Industry-Scale Dynamic Pickup and Delivery Problems., , , , , , , and . ICDE, page 2511-2522. IEEE, (2021)Learning-Aided Heuristics Design for Storage System., , , , , and . SIGMOD Conference, page 2597-2601. ACM, (2021)Learning to Optimize DAG Scheduling in Heterogeneous Environment., , , , , and . MDM, page 137-146. IEEE, (2022)Joint Directory, File and IO Trace Feature Extraction and Feature-based Trace Regeneration for Enterprise Storage Systems., , , , and . ICDE, page 4002-4015. IEEE, (2024)L2P-MIP: Learning to Presolve for Mixed Integer Programming., , , , , , , and . ICLR, OpenReview.net, (2024)Towards General Algorithm Discovery for Combinatorial Optimization: Learning Symbolic Branching Policy from Bipartite Graph., , , , , , and . ICML, OpenReview.net, (2024)Accelerate Presolve in Large-Scale Linear Programming via Reinforcement Learning., , , , , , , , , and . CoRR, (2023)Learning to Optimize Industry-Scale Dynamic Pickup and Delivery Problems., , , , , , , and . CoRR, (2021)Learning to Reformulate for Linear Programming., , , , , , and . CoRR, (2022)Layout Decomposition via Boolean Satisfiability., , , , , , , and . DAC, page 1-6. IEEE, (2023)