1 citations · 1 across the 4 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2025
Self-Improving Neural-Guided Pruning: A Graph Neural Network Framework for Scalable Mixed Bundle Pricing
Liangyu Ding, Chenghan Wu, Guokai Li +1
Mixed bundle pricing is a classic revenue management problem arising in industries such as e-commerce, tourism, and video games. It refers to designing product combinations (i.e.,…
cs.LG2025
From Small to Large: A Graph Convolutional Network Approach for Solving Assortment Optimization Problems
Guokai Li, Pin Gao, Stefanus Jasin +1
Assortment optimization seeks to select a subset of substitutable products, subject to constraints, to maximize expected revenue. The problem is NP-hard due to its combinatorial an…