ICLScan: Detecting Backdoors in Black-Box Large Language Models via Targeted In-context Illumination. - Xiaoyi Pang; Xuanyi Hao; Song Guo 001; Qi Luo; Zhibo Wang 001 (NeurIPS, 2025)

TAP-ViTs: Task-Adaptive Pruning for On-Device Deployment of Vision Transformers. - Zhibo Wang 001; Zuoyuan Zhang; Xiaoyi Pang; Qile Zhang; Xuanyi Hao; Shuguo Zhuo; Peng Sun 003 (CoRR, 2026)

DualSentinel: A Lightweight Framework for Detecting Targeted Attacks in Black-box LLM via Dual Entropy Lull Pattern. - Xiaoyi Pang; Xuanyi Hao; Pengyu Liu; Qi Luo; Song Guo 001; Zhibo Wang 001 (CoRR, 2026)