Reduced Implication-bias Logic Loss for Neuro-Symbolic Learning. - Haoyuan He 001; Wang-Zhou Dai; Ming Li 005; Yu Liu 083; Yongchang Ma (CoRR, 2022)

Ambiguity-Aware Abductive Learning. - Hao-Yuan He 001; Hui Sun 003; Zheng Xie 001; Ming Li 005 (ICML, 2024)

Weakly Supervised AUC Optimization: A Unified Partial AUC Approach. - Zheng Xie 001; Yu Liu 083; Hao-Yuan He 001; Ming Li 005; Zhi-Hua Zhou (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Reduced implication-bias logic loss for neuro-symbolic learning. - Hao-Yuan He 001; Wang-Zhou Dai; Ming Li 005 (Mach. Learn., 2024)

Probabilistic instance dependent label refinement for noisy label learning. - Hao-Yuan He 001; Yu Liu 083; Renbiao Liu; Zheng Xie 001; Ming Li 005 (Mach. Learn., 2025)

A Learnability Analysis on Neuro-Symbolic Learning. - Hao-Yuan He 001; Ming Li 005 (CoRR, 2025)