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Xiaolu Chen

3 accepted papers

2026

WinMamba: Multi-Scale Shifted Windows in State Space Model for 3D Object Detection

AAAI 2026technical

3D object detection is critical for autonomous driving, yet it remains fundamentally challenging to simultaneously maximize computational efficiency and capture long-range spatial dependencies.We observed that Mamba-based models, with their linear state-space design, capture long-range dependencies

Cited by 0SourcePDFScholar
2025

Feature Disentangling Dual-stream Network for User Bias Alleviation in Social Media Prediction

ICASSP 2025accepted

Social media popularity prediction is increasingly crucial for optimizing user engagement and guiding content recommendation systems. However, existing methods suffer from an excessive reliance on user information, which disproportionately influences predictions and leads to the neglect of content d…

Cited by 0SourceScholar
2024

Implicit Foreground-Guided Network for Anomaly Detection and Localization

ICASSP 2024accepted

Anomaly detection plays an essential role in large-scale industrial manufacturing. However, reconstruction-based anomaly detection methods, as one of the mainstream methods, are prone to incorrectly detecting background noise as anomalous regions. Therefore, inspired by multi-task learning, we propo…

Cited by 0SourceScholar