Browser agents perform well on short, clean demonstrations, but real deployment is fundamentally different: agents must sustain dozens of decisions on live websites while recovering from mistakes and navigating complex UIs. We argue that closing this gap requires alignment at every level of the pipeline, including exec...
A. Chen, Yan Cheng, Zhangye Han et al.· 1 citation
Despite the rapid progress of single-cell RNA sequencing (scRNA-seq), accurate cell type annotation remains a major challenge. Existing approaches often struggle with sparse and heterogeneous expression profiles, insufficient genelevel modeling, and complications such as zero inflation and class imbalance. To address t...
Ziqi Yuan, Hong-Wei Zhang, Cheng Liu et al.· IEEE transactions on computa...· 0 citations
The multi-modal approach improves accuracy, reduces mistakes, and adapts better to new phishing methods, and performs better than single-method systems and has strong potential for future improvement.
Research Paper, Wong Ki Hurn, T. Yan et al.· International Journal of Eme...· 0 citations
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