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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Xiang Sun

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Conference Aug 2026

UniST: A Pre-Trained Unified Spatio-Temporal Multi-Task Framework for Network Traffic Analysis

Spatio-temporal traffic data analysis is essential for 5G and intelligent network systems. However, existing methods often employ isolated models, neglecting shared spatiotemporal correlations and incurring prohibitive computational overhead. To address these issues, we propose UniST, a unified spatio-temporal multi-ta...

Long-Fei Zhang, Peng-Cheng Xia, Xiang Sun et al. · 0 citations
Conference Aug 2026

Strategy-Aware Federated Split Decision Transformer for Energy-Efficient Cellular Networks

As Fifth Generation (5G) networks evolve toward Sixth Generation (6G), base station energy consumption poses a critical challenge for sustainable wireless infrastructure, demanding intelligent and adaptive resource management strategies. Reinforcement learning (RL) offers a promising approach for such dynamic optimizat...

Xiang Sun, Peng-Cheng Xia, Long-Fei Zhang et al. · 0 citations

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