Ma, Tianhao

4 publications

ICLR 2026 Learning from Label Proportions via Proportional Value Classification Tianhao Ma, Wei Wang, Ximing Li, Gang Niu, Masashi Sugiyama

ICLR 2026 Rethinking Consistent Multi-Label Classification Under Inexact Supervision Wei Wang, Tianhao Ma, Ming-Kun Xie, Gang Niu, Masashi Sugiyama

CVPR 2025 Forming Auxiliary High-Confident Instance-Level Loss to Promote Learning from Label Proportions Tianhao Ma, Han Chen, Juncheng Hu, Yungang Zhu, Ximing Li

NeurIPS 2025 S-Crescendo: A Nested Transformer Weaving Framework for Scalable Nonlinear System in S-Domain Representation Junlang Huang, Chen Hao, Li Luo, Yong Cai, Lexin Zhang, Tianhao Ma, Yitian Zhang, Zhong Guan