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Xinran Zhang

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Preprint Sep 2026

CTE-Bench: Counterfactual Trace Evaluation for Stateful Software Simulators

Coding agents change running software: they patch a service's code or overwrite its stored state, and then act on their own expectation of how the service will respond afterwards. A wrong expectation may surface only several calls later. Function-level code-execution benchmarks omit persistent service state, and agent...

Xin-Ran Zhang · 0 citations
Open access Aug 2026

GINet-DGC: Structural Inductive Biases and Dynamic Generalization Control for High-Dimensional Small-Sample Tabular Data

Empirical evaluations on eight public real-world biomedical HDLSS gene-expression datasets demonstrate that GINet-DGC achieves competitive and stable performance against 17 baselines, and support the effectiveness of the proposed framework within the evaluated public biomedical HDLSS benchmark setting.

Xin-Ran Zhang, Yang Sheng, Si-Jie Shen et al. · 0 citations

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