Author

Yubo Zhou

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Jul 2026

Sharper Analysis of Single-Loop Methods for Bilevel Optimization

This work establishes sharper convergence results for single-loop approximate implicit differentiation (AID) and iterative differentiation (ITD) methods, leveraging the proposed analytical framework, decoupled norm analysis (DNA).

Yubo Zhou, Jun Shu, Luo Luo et al. · arXiv.org · 0 citations

Conference Open access Jun 2026

Are Large Language Models Reliable Reviewers? A Benchmark for Error Detection in Financial Documents

This paper introduces FinED-Bench, the first publicly public benchmark for FinED-Bench, which covers nine real-world financial scenarios, and includes over 900 documents reported in 2025 that are unseen by existing language models.

Ying He, Zhouhong Gu, Zhecheng Hu et al. · Annual Meeting of the Associ... · 2 citations