568 citations · 874 across the 25 of their papers we have counts for
4 papers · 1 filter
A Novel Bin Design Problem and High Performance Algorithm for E-commerce Logistics System
Xinhang Zhang, Haoyuan Hu, Longfei Wang +4
Packing cost accounts for a large part of the e-commerce logistics cost. Mining the patterns of customer orders and designing suitable packing bins help to reduce operating cost. I…
GP-CNAS: Convolutional Neural Network Architecture Search with Genetic Programming
Yiheng Zhu, Yichen Yao, Zili Wu +4
Convolutional neural networks (CNNs) are effective at solving difficult problems like visual recognition, speech recognition and natural language processing. However, performance g…
A Multi-task Selected Learning Approach for Solving 3D Flexible Bin Packing Problem
Lu Duan, Haoyuan Hu, Yu Qian +4
A 3D flexible bin packing problem (3D-FBPP) arises from the process of warehouse packing in e-commerce. An online customer's order usually contains several items and needs to be pa…
Reinforcement Learning to Rank in E-Commerce Search Engine: Formalization, Analysis, and Application
Yujing Hu, Qing Da, Anxiang Zeng +2
In e-commerce platforms such as Amazon and TaoBao, ranking items in a search session is a typical multi-step decision-making problem. Learning to rank (LTR) methods have been widel…