45 citations · 113 across the 9 of their papers we have counts for
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cs.LG2022★ 25 cited
Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation
Jieyi Bi, Yining Ma, Jiahai Wang +4
Recent neural methods for vehicle routing problems always train and test the deep models on the same instance distribution (i.e., uniform). To tackle the consequent cross-distribut…
physics.plasm-ph2022★ 6 cited
MHD Simulations on Magnetic Compression of Field Reversed Configurations
Yiming Ma, Ping Zhu, Bo Rao +1
The magnetic compression has long been proposed a promising method for the plasma heating in a field reversed configuration (FRC), however, it remains a challenge to fully understa…
cs.LG2022★ 45 cited
Efficient Neural Neighborhood Search for Pickup and Delivery Problems
Yining Ma, Jingwen Li, Zhiguang Cao +4
We present an efficient Neural Neighborhood Search (N2S) approach for pickup and delivery problems (PDPs). In specific, we design a powerful Synthesis Attention that allows the van…