most citedMulti-objective Low-altitude IRS-assisted ISAC Optimization via Generative AI-enhanced Deep Reinforcement Learning

1 citations · 2 across the 7 of their papers we have counts for

collaborators

7 papers

cs.AI2025

Agentic AI for ISAC: Analysis, Framework, and Case Study

Wenwen Xie, Geng Sun, Chuang Zhang +2

Integrated sensing and communication (ISAC) has emerged as a key development direction in the sixth-generation (6G) era, which provides essential support for the collaborative sens…

cs.NI2025

RIS-assisted Data Collection and Wireless Power Transfer in Low-altitude Wireless Networks

Wenwen Xie, Geng Sun, Jiahui Li +5

Low-altitude wireless networks (LAWNs) have become effective solutions for collecting data from low-power Internet-of-Things devices (IoTDs) in remote areas with limited communicat…

cs.NI2025★ 1 cited

Multi-objective Low-altitude IRS-assisted ISAC Optimization via Generative AI-enhanced Deep Reinforcement Learning

Wenwen Xie, Geng Sun, Chuang Zhang +3

Integrated sensing and communication (ISAC) has garnered substantial research interest owing to its pivotal role in advancing the development of next-generation (6G) wireless netwo…

cs.NI2025

Joint Optimization of UAV-Carried IRS for Urban Low Altitude mmWave Communications with Deep Reinforcement Learning

Wenwen Xie, Geng Sun, Bei Liu +5

Emerging technologies in sixth generation (6G) of wireless communications, such as terahertz communication and ultra-massive multiple-input multiple-output, present promising prosp…

cs.NI2024

Generative AI for Energy Harvesting Internet of Things Network: Fundamental, Applications, and Opportunities

Wenwen Xie, Geng Sun, Jiahui Li +4

Internet of Things (IoT) devices are typically powered by small-sized batteries with limited energy storage capacity, requiring regular replacement or recharging. To reduce costs a…

cs.LG2024★ 1 cited

Generative AI for Deep Reinforcement Learning: Framework, Analysis, and Use Cases

Geng Sun, Wenwen Xie, Dusit Niyato +4

As a form of artificial intelligence (AI) technology based on interactive learning, deep reinforcement learning (DRL) has been widely applied across various fields and has achieved…

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…