161 citations · 162 across the 4 of their papers we have counts for
4 papers
Stackelberg Game with Multi-Agent Transformer for ISRS-Aware Resource Re-optimization in Multi-Band Optical Networks
Jiaxin Liu, Rentao Gu, Miao Zhu +3
The rapid expansion of generative AI is driving computing infrastructures toward interconnected AI data centers. Multi-band optical networks have become the backbone of such connec…
FM-LLM: A frequency-enhanced mixture-of-experts framework for adapting LLMs to time series forecasting
Rentao Gu, Yihang Ding, Junjie Li +5
Recent advances in Large Language Models (LLMs) have spurred cross-modal solutions for time-series forecasting. However, existing methods rely heavily on textual prompts for modali…
Link-adaptive digital twin for robust physical-layer modeling in hybrid-amplified ultra-wideband optical networks
Xiaoxuan Gao, Rentao Gu, Yingchun Wang +3
Accurate physical-layer modeling is increasingly essential for reliable ultra-wideband operation and capacity optimization, especially under the intensified inter-channel stimulate…
Machine Learning for Intelligent Optical Networks: A Comprehensive Survey
Rentao Gu, Zeyuan Yang, Yuefeng Ji
With the rapid development of Internet and communication systems, both in services and technologies, communication networks have been suffering increasing complexity. It is imperat…