Yuchen Sun

most citedHGOE: Hybrid External and Internal Graph Outlier Exposure for Graph Out-of-Distribution Detection

4 citations · 4 across the 3 of their papers we have counts for

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cs.CV2024

EDGE: Unknown-aware Multi-label Learning by Energy Distribution Gap Expansion

Yuchen Sun, Qianqian Xu, Zitai Wang +2

Multi-label Out-Of-Distribution (OOD) detection aims to discriminate the OOD samples from the multi-label In-Distribution (ID) ones. Compared with its multiclass counterpart, it is…

cs.CV2023

When Measures are Unreliable: Imperceptible Adversarial Perturbations toward Top- $k$ Multi-Label Learning

Yuchen Sun, Qianqian Xu, Zitai Wang +1

With the great success of deep neural networks, adversarial learning has received widespread attention in various studies, ranging from multi-class learning to multi-label learning…

EDGE: Unknown-aware Multi-label Learning by Energy Distribution Gap Expansion

When Measures are Unreliable: Imperceptible Adversarial Perturbations toward Top-k Multi-Label Learning

When Measures are Unreliable: Imperceptible Adversarial Perturbations toward Top- $k$ Multi-Label Learning