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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…

Cited by 0SourceScholar
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