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Changliang Zhou

7 papers hereh-index 597 citations9 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author4

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.AI4
  • cs.LG2
  • math.OC1
same name
  • Changliang Zhou — 1 paper, h 5
  • Changliang Zhou — 1 paper, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedInstance-Conditioned Adaptation for Large-scale Generalization of Neural Routing Solver

3 citations · 3 across the 6 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2025

URS: A Unified Neural Routing Solver for Cross-Problem Zero-Shot Generalization

Changliang Zhou, Canhong Yu, Shunyu Yao +4

Multi-task neural routing solvers have emerged as a promising paradigm for their ability to solve multiple vehicle routing problems (VRPs) using a single model. However, existing n…

cs.LG2024

Distilling Autoregressive Models to Obtain High-Performance Non-Autoregressive Solvers for Vehicle Routing Problems with Faster Inference Speed

Yubin Xiao, Di Wang, Boyang Li +4

Neural construction models have shown promising performance for Vehicle Routing Problems (VRPs) by adopting either the Autoregressive (AR) or Non-Autoregressive (NAR) learning appr…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.