87 citations · 135 across the 31 of their papers we have counts for
34 papers
Resource-Efficient Semantic Communication for Heterogeneous Agentic Teams
Farhad Rezazadeh, Hatim Chergui, Lingjia Liu +1
Teams of autonomous agents, including large language model (LLM) agents, must coordinate over scarce and unreliable wireless links. We propose goal-oriented semantic communication…
AI-Native Orchestration in the 6G Continuum: Evolving Operator Platforms with Agentic AI
Claudia Carballo González, Hatim Chergui, Sergio Giménez-Antón +5
As Sixth-Generation (6G) networks evolve towards a seamless Cloud-Edge-Internet of Things (IoT) continuum, autonomous orchestration across distributed compute and network domains b…
Agents That Model Agents: Five Principles Toward a Theory of Mind for 6G Networks
Hatim Chergui, Carolina Fernández-Martínez, Mehdi Bennis +1
Future 6G networks will rely on Large Language Model (LLM) agents to manage the Radio Access Network (RAN). However, current architectures assume inter-agent messages convey object…
XAI-Guided Conservative Decentralized Execution for Offline Multi-Agent Network Slicing
Eslam Eldeeb, Hatim Chergui, Merouane Debbah
The recent advances toward sixth-generation (6G) and beyond-6G networks have accelerated the need for intelligent resource management mechanisms capable of supporting heterogeneous…
Mitigating Anchoring Bias in LLM-Based Agents for Energy-Efficient 6G Autonomous Networks
Hatim Chergui, Claudia Carballo González, Farhad Rezazadeh +1
This paper presents an autonomous agentic resource negotiation framework designed to enable zero-touch network slicing in 6G architectures using Large Language Model (LLM) agents.…
LiQSS: Post-Transformer Linear Quantum-Inspired State-Space Tensor Networks for Real-Time 6G
Farhad Rezazadeh, Hatim Chergui, Amir Ashtari Gargari +4
Proactive and agentic control in Sixth-Generation (6G) Open Radio Access Networks (O-RAN) requires control-grade prediction under stringent Near-Real-Time (Near-RT) latency and com…