activity
20242026
most citedInteractive AI with Retrieval-Augmented Generation for Next Generation Networking

136 citations · 139 across the 13 of their papers we have counts for

collaborators
Showing cs.NIShow all

7 papers · 1 filter

cs.NI2025

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions

Ruichen Zhang, Guangyuan Liu, Yinqiu Liu +10

The rapid expansion of sixth-generation (6G) wireless networks and the Internet of Things (IoT) has catalyzed the evolution from centralized cloud intelligence towards decentralize…

cs.NI2025

Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception

Guangyuan Liu, Yinqiu Liu, Ruichen Zhang +5

The rapid development of multimodal AI and Large Language Models (LLMs) has greatly enhanced real-time interaction, decision-making, and collaborative tasks. However, in wireless m…

cs.NI2025★ 1 cited

Toward Realization of Low-Altitude Economy Networks: Core Architecture, Integrated Technologies, and Future Directions

Yixian Wang, Geng Sun, Zemin Sun +10

The rise of the low-altitude economy (LAE) is propelling urban development and emerging industries by integrating advanced technologies to enhance efficiency, safety, and sustainab…

cs.NI2025

Covert Prompt Transmission for Secure Large Language Model Services

Ruichen Zhang, Yinqiu Liu, Shunpu Tang +5

This paper investigates covert prompt transmission for secure and efficient large language model (LLM) services over wireless networks. We formulate a latency minimization problem…

cs.NI2025★ 2 cited

Toward Agentic AI: Generative Information Retrieval Inspired Intelligent Communications and Networking

Ruichen Zhang, Shunpu Tang, Yinqiu Liu +5

The increasing complexity and scale of modern telecommunications networks demand intelligent automation to enhance efficiency, adaptability, and resilience. Agentic AI has emerged…

cs.NI2024

Generative AI for Advanced UAV Networking

Geng Sun, Wenwen Xie, Dusit Niyato +5

With the impressive achievements of chatGPT and Sora, generative artificial intelligence (GAI) has received increasing attention. Not limited to the field of content generation, GA…

cs.NI2024★ 136 cited

Interactive AI with Retrieval-Augmented Generation for Next Generation Networking

Ruichen Zhang, Hongyang Du, Yinqiu Liu +5

With the advance of artificial intelligence (AI), the emergence of Google Gemini and OpenAI Q* marks the direction towards artificial general intelligence (AGI). To implement AGI,…