Changliang Zhou

2 papers · 2024–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

AAAI (1) NeurIPS (1)

Top co-authors

You Zhou (1) Xialiang Tong (1) Zhi Zheng (1) Mingxuan Yuan (1) Yubin Xiao (1) Xuan Wu (1) Boyang Li (1) Di Wang (1) Mingzhao Wang (1) Zhenkun Wang (1)

Research topics

Deep Learning (2) Machine Learning (2) Mathematics & Optimization (2) Optimization (2) Optimization & Theory (2) Artificial Intelligence (1) Application Areas (1) Architectures (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1)

Keywords

combinatorial optimization (1) large-scale optimization (1) knowledge distillation (1) neural network optimization (1) divide and conquer (1) autoregressive model (1) neural combinatorial optimization (1) neural solver (1) inference latency (1) inference speed (1) vehicle routing problem (1) non-autoregressive model (1) graph neural network (1) non-autoregressive learning (1) subproblem solving (1)

Papers

Distilling Autoregressive Models to Obtain High-Performance Non-autoregressive Solvers for Vehicle Routing Problems with Faster Inference Speed AAAI 2024 UDC: A Unified Neural Divide-and-Conquer Framework for Large-Scale Combinatorial Optimization Problems NeurIPS 2024