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Jialin Song

CircuitVAE: Efficient and Scalable Latent Circuit Optimization

Jun 13, 2024
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Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning

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Feb 24, 2024
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Joint-Space Multi-Robot Motion Planning with Learned Decentralized Heuristics

Nov 21, 2023
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Learning Regions of Interest for Bayesian Optimization with Adaptive Level-Set Estimation

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Jul 25, 2023
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MLNav: Learning to Safely Navigate on Martian Terrains

Mar 09, 2022
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Learning Pseudo-Backdoors for Mixed Integer Programs

Jun 09, 2021
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Machine Learning Based Path Planning for Improved Rover Navigation (Pre-Print Version)

Nov 11, 2020
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A General Large Neighborhood Search Framework for Solving Integer Programs

Mar 29, 2020
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Co-training for Policy Learning

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Jul 03, 2019
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Optimizing Photonic Nanostructures via Multi-fidelity Gaussian Processes

Nov 15, 2018
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