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Author

Tian-Qi Ye

2 papers indexed here

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Preprint Sep 2026

DeepSeek Elastic Compute (DSec): A Sandbox Infrastructure for Effective Agentic Training at Scale

Large-scale agentic training and evaluation with large language models (LLMs) rely on isolated, stateful execution environments in which models inspect repositories, invoke tools, execute commands, and interact with task-specific services. These workloads create sandboxes in large bursts, span heterogeneous functionali...

Jia-Liang Huang, Hong-Xuan Tang, Jing-Chang Chen et al. · 3 citations
Conference Aug 2026

Symbiotic Value Capacity Optimization in Satellite-Terrestrial Integrated Communication and Computing Networks

Satellite-terrestrial integrated communication and computing network (STICCN) faces the core challenge of supporting highly heterogeneous tasks with differentiated requirements, under stringent dual constraints of communication and computing resources. Most existing scheduling schemes focus on macroscopic system perfor...

Tian-Qi Ye, Ya-Qiong Liu, Shi-Jie Zhang · 0 citations

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