2 citations · 2 across the 4 of their papers we have counts for
5 papers
Parallelism or Concession? Concurrency-Aware Procurement Negotiation for Agentic Commerce
Xiaolin Xu, Donghao Zhu
Agentic buyers can cheaply fork a procurement task into many parallel negotiations, but concurrency is not free: every thread consumes resources, and simultaneous agreements create…
Huge-Scale Assortment Optimization with Customer Choice: A Parallel Primal-Dual Approach
Donghao Zhu, Hanzhang Qin, Ching-pei Lee +3
We study huge-scale assortment optimization problems to maximize expected revenue under customer choice, addressing a fundamental challenge in industries such as transportation, re…
A Learning-Based Hybrid Decision Framework for Matching Systems with User Departure Detection
Ruiqi Zhou, Donghao Zhu, Houcai Shen
In matching markets such as kidney exchanges and freight exchanges, delayed matching has been shown to improve overall market efficiency. The benefits of delay are highly sensitive…
Superiority of Instantaneous Decisions in Thin Dynamic Matching Markets
Johannes Bäumler, Martin Bullinger, Stefan Kober +1
We study a dynamic matching setting where homogeneous agents arrive at random according to a Poisson process and randomly form edges yielding a sparse market. Agents stay in the ma…
Dynamic Bipartite Matching Market with Arrivals and Departures
Naonori Kakimura, Donghao Zhu
In this paper, we study a matching market model on a bipartite network where agents on each side arrive and depart stochastically by a Poisson process. For such a dynamic model, we…