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Yonglei Yan

Publications and source records attributed to Yonglei Yan.

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Approximation and Irrationality in Hylland--Zeckhauser Equilibria

We study the computation of Hylland--Zeckhauser (HZ) equilibria beyond the bi-valued setting. First, we give a polynomial-time algorithm that, for general multi-valued utilities, computes an $1/e$-approximate HZ equilibrium. This yields, to our knowledge, the first polynomial-time constant-error approximation guarantee for this setting. The key technical ingredient is a utility-stratification construction that embeds a multi-valued market into a structured bi-valued instance, allowing us to apply the exact algorithm of Vazirani and Yannakakis. Second, we show that the rational structure of exact equilibria breaks down already for tri-valued utilities: there exists a $5\times5$ HZ instance with utilities in $\{0,\frac12,1\}$ such that all of whose equilibria are irrational. Taken together, these results show that while the bi-valued case can be used as a base for approximation algorithms, rational exact equilibria cannot be guaranteed even for tri-valued utilities.

cs.GT

Pacing Equilibria in Second-Price Auctions with Few Goods

In this paper, we investigate the computation of second-price pacing equilibria (SPPEs), a foundational model in online advertising auctions. We present a polynomial-time algorithm for computing exact SPPEs in instances with a constant number of goods. Our core technique maps buyers' pacing multipliers to the highest bids on each good, effectively partitioning the parameter space into a set of distinct geometric cells. By enumerating these cells, we fix the relative ordering of the bids and reduce the problem of equilibrium computation to a linear feasibility program. Finally, we demonstrate that this tractability extends to large-scale markets with an arbitrary number of goods, provided the goods can be aggregated into a constant number of valuation types.

cs.GT