59 citations · 64 across the 10 of their papers we have counts for
11 papers
SPFR: Semantic Potential Field Routing for the Distributed Internet of Agents
Yeguang Qin, Liangqi Peng, Fengxiao Tang +1
In a distributed Internet of Agents (IoA) without centralized routing control, routing tasks to capability-matched executors is challenging because destinations are not predetermin…
PropLLM: Propagation-Aware Scene Reconstruction for Network Fault Diagnosis
Zongzong Wu, Ming Zhao, Fengxiao Tang +1
Network faults propagate layer by layer along topology and protocol dependencies, yet operations systems typically observe only symptomatic alerts at the tail end of propagation ch…
Toward Realistic Wi-Fi Fault Diagnosis: A Multi-Modal Benchmark
Junjian Zhang, Haobo Deng, Xinxin Li +3
Intelligent network operation and maintenance systems in modern networks continuously generate large volumes of multi-modal operational data. However, Wi-Fi fault diagnosis under h…
FaultDiffusion: Few-Shot Fault Time Series Generation with Diffusion Model
Yi Xu, Zhigang Chen, Rui Wang +4
In industrial equipment monitoring, fault diagnosis is critical for ensuring system reliability and enabling predictive maintenance. However, the scarcity of fault data, due to the…
Chain or tree? Re-evaluating complex reasoning from the perspective of a matrix of thought
Fengxiao Tang, Yufeng Li, Zongzong Wu +1
Large Language Models (LLMs) face significant accuracy degradation due to insufficient reasoning ability when dealing with complex and abstract tasks. Thought structures such as Ch…
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification
Fengxiao Tang, Huan Li, Ming Zhao +3
Verifying the credibility of Cyber Threat Intelligence (CTI) is essential for reliable cybersecurity defense. However, traditional approaches typically treat this task as a static…