3 papers
cs.IR2026
Design and Evaluation of Whole-Page Experience Optimization for E-commerce Search
Pratik Lahiri, Bingqing Ge, Zhou Qin +6
E-commerce Search Results Pages (SRPs) are evolving from linear lists to complex, non-linear layouts, rendering traditional position-biased ranking models insufficient. Moreover, e…
cs.LG2024
Cooperative Multi-Agent Deep Reinforcement Learning in Content Ranking Optimization
Zhou Qin, Kai Yuan, Pratik Lahiri +1
In a typical e-commerce setting, Content Ranking Optimization (CRO) mechanisms are employed to surface content on the search page to fulfill customers' shopping missions. CRO commo…
cs.DC2024
eScope: A Fine-Grained Power Prediction Mechanism for Mobile Applications
Dipayan Mukherjee, Atul Sandur, Kirill Mechitov +2
Managing the limited energy on mobile platforms executing long-running, resource intensive streaming applications requires adapting an application's operators in response to their…