Incomplete graph learning via attribute-structure decoupled variational auto-encoder

X Jiang, Z Qin, J Xu, X Ao - Proceedings of the 17th ACM International …, 2024 - dl.acm.org
Graph Neural Networks (GNNs) conventionally operate under the assumption that node
attributes are entirely observable. Their performance notably deteriorates when confronted …

GraphNEI: A GNN-based network entity identification method for IP geolocation

Z Ma, S Zhang, N Li, T Li, X Hu, H Feng, Q Zhou, F Liu… - Computer Networks, 2023 - Elsevier
Network entity geolocation technology is a technique for inferring geographic location
through features such as network measurements or IP address searchable information, also …

HGL_GEO: Finer-grained IPv6 geolocation algorithm based on hypergraph learning

Z Ma, X Hu, N Li, H Feng, S Zhang, T Li, F Liu… - Information Processing …, 2023 - Elsevier
IP geolocation is necessary for applications such as location-aware ad recommendation,
traceability, and fraud detection. Presently, graph neural network-based approaches focus …

Trustgeo: Uncertainty-aware dynamic graph learning for trustworthy ip geolocation

W Tai, B Chen, F Zhou, T Zhong, G Trajcevski… - Proceedings of the 29th …, 2023 - dl.acm.org
The rising popularity of online social network services has attracted a lot of research
focusing on mining various user patterns. Among them, accurate IP geolocation is essential …

Ripgeo: Robust street-level ip geolocation

W Tai, B Chen, T Zhong, Y Wang… - 2023 24th IEEE …, 2023 - ieeexplore.ieee.org
IP geolocation refers to the process of determining the geographic locations of Internet
Protocol (IP) addresses, which is important for mobile computing and spatial data …

A cheap and accurate delay-based IP Geolocation method using Machine Learning and Looking Glass

A Hong, Y Li, H Zhang, M Wang, C An… - 2023 IFIP Networking …, 2023 - ieeexplore.ieee.org
Predicting the geographical location of an IP host is a fundamental and valuable but long-
standing challenge in the field of network research. Although delay-based methods have …

Improving IP Geolocation With Target-Centric IP Graph (Student Abstract)

K Yang, J Li, W Tai, Z Li, T Zhong, G Yin… - Proceedings of the AAAI …, 2024 - ojs.aaai.org
Accurate IP geolocation is indispensable for location-aware applications. While recent
advances based on router-centric IP graphs are considered cutting-edge, one challenge …

Exploring Self-Explainable Street-Level IP Geolocation with Graph Information Bottleneck

K Yang, W Tai, Z Li, T Zhong, G Yin… - ICASSP 2024-2024 …, 2024 - ieeexplore.ieee.org
Accurate IP geolocation is crucial for location-aware applications. While recent advances in
router-centric IP graph methods have garnered attention, they face two persistent …

Gdd-Geo: Ipv6 Geolocation by Graph Dual Decomposition

C Liu, R Cheng, F Yuan, S Ding, Y Liu… - Available at SSRN … - papers.ssrn.com
IP geolocation is a technique used to infer the location of an IP address through its network
measurement features. It is widely used in network security, network management, and …