102 citations · 179 across the 18 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.DS2018
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…
cs.NE2018★ 7 cited
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…
cs.LG2018★ 42 cited
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…