Enabling Few-Shot Learning with PID Control: A Layer Adaptive Optimizer. - Le Yu; Xinde Li; Pengfei Zhang; Zhentong Zhang; Fir Dunkin (ICML, 2024)

A Novel Framework for Structure Descriptors-Guided Hand-drawn Floor Plan Reconstruction. - Zhentong Zhang; Juan Liu; Xinde Li; Chuanfei Hu; Fir Dunkin; Shaokun Zhang (IROS, 2024)

Like draws to like: A Multi-granularity Ball-Intra Fusion approach for fault diagnosis models to resists misleading by noisy labels. - Fir Dunkin; Xinde Li; Chuanfei Hu; Guoliang Wu; Heqing Li; Xiaoyan Lu; Zhentong Zhang (Adv. Eng. Informatics, 2024)

Empowering intelligent manufacturing with edge computing: A portable diagnosis and distance localization approach for bearing faults. - Hairui Fang; Jialin An; Bo Sun; Dongsheng Chen; Jingyu Bai; Han Liu; Jiawei Xiang; Wenjie Bai; Dong Wang; Siyuan Fan; Chuanfei Hu; Fir Dunkin; et al. (Adv. Eng. Informatics, 2024)

Dual-Branch Sparse Self-Learning With Instance Binding Augmentation for Adversarial Detection in Remote Sensing Images. - Zhentong Zhang; Xinde Li; Heqing Li; Fir Dunkin; Bing Li; Zhijun Li 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Trust Measurement of Visual Data Based on Multigranularity Belief Fusion for UAV Perception System. - Heqing Li; Xinde Li; Fir Dunkin; Zhentong Zhang; Chuanfei Hu; Guoliang Wu; Shuzhi Sam Ge (IEEE Trans. Instrum. Meas., 2024)

Siamese Transformer for Group Re-Identification via Multiscale Feature Transform and Joint Learning. - Xiaoyan Lu; Xinde Li; Chuanfei Hu; Fir Dunkin; Heqing Li; Shuzhi Sam Ge (IEEE Trans. Instrum. Meas., 2024)

ESUAV-NI: Endogenous Security Framework for UAV Perception System Based on Neural Immunity. - Heqing Li; Xinde Li; Zhentong Zhang; Chuanfei Hu; Fir Dunkin; Shuzhi Sam Ge (IEEE Trans. Ind. Informatics, 2024)

Adaptive multi-granularity trust management scheme for UAV visual sensor security under adversarial attacks. - Heqing Li; Xinde Li; Fir Dunkin; Zhentong Zhang; Xiaoyan Lu (Comput. Secur., 2025)

Trusted Video-Based Sewer Inspection via Support Clip-Based Pareto-Optimal Evidential Network. - Chenyang Zhao 009; Chuanfei Hu; Hang Shao 001; Fir Dunkin; Yongxiong Wang (IEEE Signal Process. Lett., 2025)

MgCNL: A Sample Separation Approach via Multi-Granularity Balls for Fault Diagnosis With the Interference of Noisy Labels. - Fir Dunkin; Xinde Li; Heqing Li; Guoliang Wu; Chuanfei Hu; Shuzhi Sam Ge (IEEE Trans Autom. Sci. Eng., 2025)

Certainty From Uncertainty: Multigranularity Labeling Inspired by Quantum Collapse for Learning With Noisy Labels in Fault Diagnosis. - Fir Dunkin; Xinde Li; Zhentong Zhang; Kui Wang; Tianrong Gao; Guoliang Wu; Zhijun Li 001 (IEEE Trans. Ind. Informatics, 2025)