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Junqi Wu

2 accepted papers

2026

SPUR: Scale-Partitioned Uncertainty Rectification for Robust UAV-on-UAV Interception

ICML 2026poster

Robust aerial target detection for autonomous UAV-on-UAV pursuit is severely hindered by continuous scale drift, long-tailed scale imbalance, and flight-induced visual noise, rendering standard empirical risk minimization strategies poorly aligned with real-world deployment. To address these challen…

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2025

Enhancing Chinese Offensive Language Detection with Homophonic Perturbation

EMNLP 2025

Detecting offensive language in Chinese is challenging due to homophonic substitutions used to evade detection. We propose a framework to improve large language models’ robustness against such phonetic attacks. First, we construct HED-COLD, the first large-scale and systematic homophonic dataset for