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Xiang Shi

Network Technology Lab., Huawei Technologies Co., Ltd

Scalable Hierarchical Reinforcement Learning for Hyper Scale Multi-Robot Task Planning

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Dec 27, 2024
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Minder: Faulty Machine Detection for Large-scale Distributed Model Training

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Nov 04, 2024
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Every Part Matters: Integrity Verification of Scientific Figures Based on Multimodal Large Language Models

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Jul 26, 2024
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Let's Learn Step by Step: Enhancing In-Context Learning Ability with Curriculum Learning

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Feb 16, 2024
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Know Where to Go: Make LLM a Relevant, Responsible, and Trustworthy Searcher

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Oct 19, 2023
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GraphCC: A Practical Graph Learning-based Approach to Congestion Control in Datacenters

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Aug 09, 2023
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MAGNNETO: A Graph Neural Network-based Multi-Agent system for Traffic Engineering

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Mar 31, 2023
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RouteNet-Fermi: Network Modeling with Graph Neural Networks

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Dec 22, 2022
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Accelerating Deep Reinforcement Learning for Digital Twin Network Optimization with Evolutionary Strategies

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Feb 01, 2022
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Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities

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Dec 29, 2021
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