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Author

Mingyan Liu

3 papers indexed here

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Preprint Sep 2026

Decoding the Legalese: A Scalable and Quantitative Framework for Analyzing Corporate Privacy Policies

Even though privacy policies are the primary mechanism organizations use to disclose how they collect, process, and share personal data, they are difficult for average users to interpret, perhaps by design, due to their verbosity and dense legal language. Importantly, there is a lack of standardized metrics that charac...

Jia-Ming Tang, Chen-Lan Wang, Ming-Yan Liu et al. · 1 citation · ⚡1
#machine learning Preprint Sep 2026

Learning What to Remember: Long-horizon Counterfactual Memory Optimization

Persistent textual memory allows language models to carry information across long interactions, but learning what to remember is fundamentally a credit-assignment problem. A memory rewrite may only become useful many steps later, while much of the observed utility may be inherited from information already stored before...

Jiaming Tang, Ming-Yan Liu, Armin Sarabi · 0 citations
Preprint Jul 2026

A Principal-Agent Mean-Field Game Model of Insurance with Risk Interdependence

We study an insurance contract-design problem under moral hazard, endogenous participation, and strategic risk interdependence. Because the resulting $N$-agent game suffers from the curse of dimensionality, we approximate the strategic interactions via a heterogeneous mean-field game. We rigorously establish the existe...

Asaf Cohen, Ruolan He, Mingyan Liu · 0 citations

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