Author

Jiale Hong

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Conference Aug 2026

Robust Noisy-Label Learning: A Novel Class-Specific Autoencoder-Guided Sample Selection Framework

Deep learning has been extensively applied to sample selection. However, the performance of deep learning-based sample selection methods can be substantially degraded when training data are contaminated by noisy labels, a common issue in practical industrial settings. To address this challenge, this paper proposes Clas...

Hao-Bin Cao, Zi-Dong Wang, Wei-Bo Liu et al. · International Conference on... · 0 citations

#machine learning Preprint Jul 2026

EvoCUA-1.5: Online Reinforcement Learning for Multi-turn Computer-Use Agents

EvoCUA-1.5 extends self-evolving computer-use agents from offline experience learning to online reinforcement learning, where policies interact with executable sandbox environments and improve from verifiable task outcomes and provides a practical framework for scaling online RL in multi-turn computer-use agents.

Mianqiu Huang, Taofeng Xue, Chong Peng et al. · 1 citation