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Chong Peng

2 papers indexed

openalexPLoS ONE2026-07-24

Multi-view graph-regularized deep metric subspace clustering network

Pengpeng Luo, Ming Yang, Chong Peng, Qianqian Wang

Multi-view subspace clustering has progressed significantly by using deep neural networks to handle nonlinear data representations. A recent advancement, the Multi-view Self-Expressive Subspace Clustering (MSESC) network, achieves markedly higher computational efficiency by subst…

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arxivcs.AIcs.CLcs.LG2026-07-07

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

Mianqiu Huang, Taofeng Xue, Chong Peng, Jinrui Ding, Sicheng Fan, Jiale Hong, et al.

Computer-use agents must solve long-horizon tasks through repeated interaction with partially observable, multimodal desktop environments. Although imitation learning and offline trajectory refinement provide strong priors, static traces cannot cover the causal feedback loop of r…

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