Reshaping Network Data with Generative AI: From Augmentation, Processing to Autonomous Analysis

Xuanhao Luo, Dongming Wu, Zhizhen Li, Xinqing Lin, Yuchen Liu

IEEE Communications Magazine (ComMag) (under revision) IF 8.3

Beamforming Feedback-Driven Wireless Positioning: A Transferable Vision Transformer Approach

Zhizhen Li, Xuanhao Luo, Mingzhe Chen, Gaolei Li, Yuchen Liu

IEEE Transactions on Mobile Computing (TMC) (under revision) IF 9.2

NetSight: Graph Attention Based Network Traffic Forecasting in Computer Networks

Jinming Xing, Guoheng Sun, Hui Sun, Linchao Pan, Shakir Mahmood, Xuanhao Luo, Muhammad Shahzad

IEEE International Conference on Distributed Computing Systems (ICDCS) [Paper]

MMSense: Adapting Vision-based Foundation Model for Multi-task Multi-modal Wireless Sensing

Zhizhen Li, Xuanhao Luo, Xueren Ge, Longyu Zhou, Xinqing Lin, Yuchen Liu

IEEE International Conference on Communications (ICC) [Paper]

ALPHA: LLM-Enabled Active Learning for Human-Free Network Anomaly Detection

Xuanhao Luo, Shivesh Jha, Akruti Sinha, Zhizhen Li, Yuchen Liu

IEEE International Performance Computing and Communications Conference (IPCCC) [Code] [Paper]

Rank-Based Modeling for Universal Packets Compression in Multi-Modal Communications

Xuanhao Luo, Zhiyuan Peng, Zhouyu Li, Ruozhou Yu, Yuchen Liu

IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM) [Code] [Paper] AR: 20.8%

BFMLoc: Transformer-Based Indoor Positioning Leveraging Beamforming Feedback Matrices

Zhizhen Li, Xuanhao Luo, Mingzhe Chen, Chenhan Xu, Yuchen Liu

IEEE International Conference on Communications (ICC) [Paper]

Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks

Xuanhao Luo, Zhizhen Li, Zhiyuan Peng, Mingzhe Chen, Yuchen Liu

IEEE Transactions on Cognitive Communications and Networking (TCCN) [Paper] IF 7.4

Contextual Combinatorial Beam Management via Online Probing for Multiple Access mmWave Wireless Networks

Zhizhen Li, Xuanhao Luo, Mingzhen Chen, Chenhan Xu, Shiwen Mao, Yuchen Liu

IEEE Journal on Selected Areas in Communications (JSAC) [Paper] IF 17.2

RM-Gen: Conditional Diffusion Model-Based Radio Map Generation for Wireless Networks

Xuanhao Luo, Zhizhen Li, Zhiyuan Peng, Dongkuan Xu, Yuchen Liu

IFIP Networking 2024 [Paper]

A Lightweight Block Storage Security Scheme based on LT Coding for 6G Network

Hui Li, Ruijin Zhou, Dongchong Shi, Xuanhao Luo, Xue Chen, Dan Liao

IEEE International Symposium on Parallel Architectures, Algorithms and Programming (PAAP) [Paper]