7 citations · 12 across the 9 of their papers we have counts for
3 papers · 1 filter
Multi-Agentic AI for Conflict-Aware rApp Policy Orchestration in Open RAN
Haiyuan Li, Yulei Wu, Dimitra Simeonidou
Open Radio Access Network (RAN) enables flexible, AI-driven control of mobile networks through disaggregated, multi-vendor components. In this architecture, xApps handle real-time…
Multi-Agentic AI for Fairness-Aware and Accelerated Multi-modal Large Model Inference in Real-world Mobile Edge Networks
Haiyuan Li, Hari Madhukumar, Shuangyi Yan +2
Generative AI (GenAI) has transformed applications in natural language processing and content creation, yet centralized inference remains hindered by high latency, limited customiz…
Incremental DRL-Based Resource Management for Dynamic Network Slicing in an Urban-Wide Testbed
Haiyuan Li, Yuelin Liu, Hari Madhukumar +6
Multi-access edge computing provides localized resources within mobile networks to address the requirements of emerging latency-sensitive and computing-intensive applications. At t…