Manifold-Constrained Adversarial Training for Long-Tailed Robustness via Geometric Alignment. - Guanmeng Xian; Ning Yang 001; Philip S. Yu (CoRR, 2026)

Band Together: Untargeted Adversarial Training with Multimodal Coordination against Evasion-based Promotion Attacks. - Guanmeng Xian; Ning Yang 001; Philip S. Yu (CoRR, 2026)

Multi-task learning with hierarchical feature disentanglement for low-exposure facial recognition in smart cockpits. - Zhuoyi Yu; Guanmeng Xian; Qianmengke Zhao; Hong Yu 007; Xiao Li; Ye Wang 006 (Neural Comput. Appl., 2026)