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Junwei He

4 accepted papers

2025

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

AAAI 2025technical

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 crucial to model the joint information among classes. To this end, JointEnergy, which is a representative multi-label O…

Cited by 1SourcePDFScholar
2025

Multilevel Semantic-Aware Model for AI-Generated Video Quality Assessment

ICASSP 2025accepted

The rapid development of diffusion models has greatly advanced AI-generated videos in terms of length and consistency recently, yet assessing AI-generated videos still remains challenging. Previous approaches have often focused on User-Generated Content(UGC), but few have targeted AI-Generated Video…

Cited by 0SourceScholar
2025

TAME: Temporal Audio-based Mamba for Enhanced Drone Trajectory Estimation and Classification

ICASSP 2025accepted

The increasing prevalence of compact UAVs has introduced significant risks to public safety, while traditional drone detection systems are often bulky and costly. To address these challenges, we present TAME, the Temporal Audio-based Mamba for Enhanced Drone Trajectory Estimation and Classification.…

Cited by 0SourceScholar
2024

ADA-GAD: Anomaly-Denoised Autoencoders for Graph Anomaly Detection

AAAI 2024technical

Graph anomaly detection is crucial for identifying nodes that deviate from regular behavior within graphs, benefiting various domains such as fraud detection and social network. Although existing reconstruction-based methods have achieved considerable success, they may face the Anomaly Overfitting a…