Author

Kai-Kai Huang

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#graph neural networks Oct 2026

A Label-Adaptive Contrastive Loss-Based Deep Hashing Method for Timely and Accurate Traffic Metadata Retrieval

With the rapid development of the Internet of Things (IoT), the volume of network traffic data has increased exponentially. The high-dimensional, heterogeneous nature of such data makes efficient retrieval increasingly challenging, thereby degrading the performance of traffic processing systems. To address the ineffici...

Ji-Xin Song, Yao Yu, Xin Hao et al. · IEEE Internet of Things Jour... · 0 citations

2026

Coordinating AI Agents for Proactive Covert Communications: A Storage and Timing Knowledge-Driven Approach

In this paper, we propose an adaptive hybrid covert channel (AHCC) framework that enables proactive covert communications, focusing on improving covertness and bit error rate (BER), especially in fluctuating Internet Protocol version 6 (IPv6) network environments. Our AHCC framework is built around three key innovative...

Kai-Kai Huang, Yao Yu, Yanhao Wang et al. · IEEE Transactions on Cogniti... · 0 citations