Author

Yuntong Hu

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#artificial intelligence Preprint Oct 2026

Software World Models: From Consequence Prediction to Decision Value

A coding agent may safely modify one repository while silently breaking downstream services, libraries, or datastores that depend on it. Exhaustively running integration tests after every agent action is impractical, so the agent must predict these failures before executing them. Existing software world models predict...

Tong-Li Su, Yun-Tong Hu, Liang Zhao et al. · 0 citations

#natural language process... Review Sep 2026

Towards Automatic Evolution Tree Generation from Citation Graphs

Surveys remain the primary way researchers grasp the lineage of methods within an AI subfield, but they scale poorly against the current rate of publication. Existing taxonomy-induction methods are largely leaf-bound and time-agnostic; they tend to force transitional papers into mature leaves and can create topological...

Ze-Xing Zhao, Yun-Tong Hu, Liang Zhao · 0 citations