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Kaixuan Chen

Learning a Mini-batch Graph Transformer via Two-stage Interaction Augmentation

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Jul 13, 2024
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Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks

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Jul 02, 2024
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Transmission Interface Power Flow Adjustment: A Deep Reinforcement Learning Approach based on Multi-task Attribution Map

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May 24, 2024
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Advantage-Aware Policy Optimization for Offline Reinforcement Learning

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Mar 12, 2024
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Powerformer: A Section-adaptive Transformer for Power Flow Adjustment

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Jan 10, 2024
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Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning

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Nov 28, 2023
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Navigating Out-of-Distribution Electricity Load Forecasting during COVID-19: A Continual Learning Approach Leveraging Human Mobility

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Sep 12, 2023
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Adversarial Erasing with Pruned Elements: Towards Better Graph Lottery Ticket

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Aug 10, 2023
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Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation

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Jun 19, 2023
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Decentralized SGD and Average-direction SAM are Asymptotically Equivalent

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Jun 12, 2023
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