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20162026
most citedAmbiguous Chance-Constrained Binary Programs under Mean-Covariance Information

85 citations · 144 across the 16 of their papers we have counts for

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math.OC2026

Soft Separation for Adaptive Robust Optimization

Qingyuan Xu, Ruiwei Jiang

We propose an algorithmic framework for solving adaptive robust optimization with provable guarantees on both tractability and solution accuracy. The framework introduces soft sepa…

math.OC2026

Generalized Dual Decomposition

Pengyu Zhang, Ruiwei Jiang

We study two-stage stochastic optimization models with mixed-integer decision variables appearing in both stages. For these models, dual decomposition enables parallel computing im…