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Yawei Zhang

4 accepted papers

2026

GenID: A Generalizable Physical-Layer Device Identification Method for Out-of-Distribution Environments

IJCAI 2026

Physical-layer device identification serves as a critical security mechanism for mitigating cyberattacks and enhancing network resilience. However, its deployment in modern full-duplex Ethernet networks faces two major challenges: (1) the presence of Out-of-Distribution (OOD) data caused by temporal

Cited by 0Scholar
2026

Invariant Graph Representations for Continuous-Time Dynamic Graphs Under Distribution Shifts

IJCAI 2026

Continuous-Time Dynamic Graphs (CTDGs) enable fine-grained modeling of evolving relational systems. However, most existing CTDG representation learning methods are tailored to in-distribution settings and exhibit limited robustness under out-of-distribution (OOD) shifts. Although recent causal appro

Cited by 0Scholar
2025

UAVScenes: A Multi-Modal Dataset for UAVs

ICCV 2025poster

Multi-modal perception is essential for unmanned aerial vehicle (UAV) operations, as it enables a comprehensive understanding of the UAVs' surrounding environment. However, most existing multi-modal UAV datasets are primarily biased toward localization and 3D reconstruction tasks, or only support ma…

2015

Multi-UAV exploration with limited communication and battery

ICRA 2015poster

We propose a multi-robot exploration algorithm that uses adaptive coordination to provide heterogeneous behavior. The key idea is to maximize the efficiency of exploring and mapping an unknown environment when a team is faced with unreliable communication and limited battery life (e.g., with aerial…

Cited by 160SourceScholar