Distilling Autoregressive Models to Obtain High-Performance Non-Autoregressive Solvers for Vehicle Routing Problems with Faster Inference Speed
Fuente:
arXiv
Saved in:
| Main Authors: | Xiao, Yubin, Wang, Di, Li, Boyang, Wang, Mingzhao, Wu, Xuan, Zhou, Changliang, Zhou, You |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
An Efficient Diffusion-based Non-Autoregressive Solver for Traveling Salesman Problem
by: Wang, Mingzhao, et al.
Published: (2025)
by: Wang, Mingzhao, et al.
Published: (2025)
Reinforcement Learning-based Non-Autoregressive Solver for Traveling Salesman Problems
by: Xiao, Yubin, et al.
Published: (2023)
by: Xiao, Yubin, et al.
Published: (2023)
Improving Generalization of Neural Vehicle Routing Problem Solvers Through the Lens of Model Architecture
by: Xiao, Yubin, et al.
Published: (2024)
by: Xiao, Yubin, et al.
Published: (2024)
Efficient Neural Combinatorial Optimization Solver for the Min-max Heterogeneous Capacitated Vehicle Routing Problem
by: Wu, Xuan, et al.
Published: (2025)
by: Wu, Xuan, et al.
Published: (2025)
GELD: A Unified Neural Model for Efficiently Solving Traveling Salesman Problems Across Different Scales
by: Xiao, Yubin, et al.
Published: (2025)
by: Xiao, Yubin, et al.
Published: (2025)
Neural Combinatorial Optimization Algorithms for Solving Vehicle Routing Problems: A Comprehensive Survey with Perspectives
by: Wu, Xuan, et al.
Published: (2024)
by: Wu, Xuan, et al.
Published: (2024)
Learning to Reduce Search Space for Generalizable Neural Routing Solver
by: Zhou, Changliang, et al.
Published: (2025)
by: Zhou, Changliang, et al.
Published: (2025)
URS: A Unified Neural Routing Solver for Cross-Problem Zero-Shot Generalization
by: Zhou, Changliang, et al.
Published: (2025)
by: Zhou, Changliang, et al.
Published: (2025)
Rethinking Constraint Awareness for Efficient State Embedding of Neural Routing Solver
by: Yu, Canhong, et al.
Published: (2026)
by: Yu, Canhong, et al.
Published: (2026)
WeCon: An Efficient Weight-Conditioned Neural Solver for Multi-Objective Combinatorial Optimization Problems
by: Wu, Xuan, et al.
Published: (2026)
by: Wu, Xuan, et al.
Published: (2026)
Efficient Heuristics Generation for Solving Combinatorial Optimization Problems Using Large Language Models
by: Wu, Xuan, et al.
Published: (2025)
by: Wu, Xuan, et al.
Published: (2025)
Accelerating Video Inverse Problem Solvers with Autoregressive Diffusion Models
by: Kwon, Taesung, et al.
Published: (2026)
by: Kwon, Taesung, et al.
Published: (2026)
EffectiveASR: A Single-Step Non-Autoregressive Mandarin Speech Recognition Architecture with High Accuracy and Inference Speed
by: Zhuang, Ziyang, et al.
Published: (2024)
by: Zhuang, Ziyang, et al.
Published: (2024)
MTL-KD: Multi-Task Learning Via Knowledge Distillation for Generalizable Neural Vehicle Routing Solver
by: Zheng, Yuepeng, et al.
Published: (2025)
by: Zheng, Yuepeng, et al.
Published: (2025)
Rethinking Light Decoder-based Solvers for Vehicle Routing Problems
by: Huang, Ziwei, et al.
Published: (2025)
by: Huang, Ziwei, et al.
Published: (2025)
FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models
by: Li, Senmao, et al.
Published: (2025)
by: Li, Senmao, et al.
Published: (2025)
Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation
by: Huang, Chenyang, et al.
Published: (2025)
by: Huang, Chenyang, et al.
Published: (2025)
LiTformer: Efficient Modeling and Analysis of High-Speed Link Transmitters Using Non-Autoregressive Transformer
by: Sun, Songyu, et al.
Published: (2024)
by: Sun, Songyu, et al.
Published: (2024)
Towards Speeding up Program Repair with Non-Autoregressive Model
by: Yang, Zhenyu, et al.
Published: (2025)
by: Yang, Zhenyu, et al.
Published: (2025)
Instance-Conditioned Adaptation for Large-scale Generalization of Neural Routing Solver
by: Zhou, Changliang, et al.
Published: (2024)
by: Zhou, Changliang, et al.
Published: (2024)
ARTreeFormer: A Faster Attention-based Autoregressive Model for Phylogenetic Inference
by: Xie, Tianyu, et al.
Published: (2025)
by: Xie, Tianyu, et al.
Published: (2025)
Survey on Neural Routing Solvers
by: Ba, Yunpeng, et al.
Published: (2026)
by: Ba, Yunpeng, et al.
Published: (2026)
Fast Inference of Visual Autoregressive Model with Adjacency-Adaptive Dynamical Draft Trees
by: Lei, Haodong, et al.
Published: (2025)
by: Lei, Haodong, et al.
Published: (2025)
Lifelong Learner: Discovering Versatile Neural Solvers for Vehicle Routing Problems
by: Feng, Shaodi, et al.
Published: (2025)
by: Feng, Shaodi, et al.
Published: (2025)
Efficient Autoregressive Inference for Transformer Probabilistic Models
by: Hassan, Conor, et al.
Published: (2025)
by: Hassan, Conor, et al.
Published: (2025)
Constraints Matrix Diffusion based Generative Neural Solver for Vehicle Routing Problems
by: Wang, Zhenwei, et al.
Published: (2026)
by: Wang, Zhenwei, et al.
Published: (2026)
Numerical Pruning for Efficient Autoregressive Models
by: Shen, Xuan, et al.
Published: (2024)
by: Shen, Xuan, et al.
Published: (2024)
Autoregressive Distillation of Diffusion Transformers
by: Kim, Yeongmin, et al.
Published: (2025)
by: Kim, Yeongmin, et al.
Published: (2025)
Revisiting Knowledge Distillation for Autoregressive Language Models
by: Zhong, Qihuang, et al.
Published: (2024)
by: Zhong, Qihuang, et al.
Published: (2024)
Faster Local Solvers for Graph Diffusion Equations
by: Bai, Jiahe, et al.
Published: (2024)
by: Bai, Jiahe, et al.
Published: (2024)
On the Information Redundancy in Non-Autoregressive Translation
by: Wang, Zhihao, et al.
Published: (2024)
by: Wang, Zhihao, et al.
Published: (2024)
Continuous Autoregressive Language Models
by: Shao, Chenze, et al.
Published: (2025)
by: Shao, Chenze, et al.
Published: (2025)
Bayesian Inference for Non-Gaussian Simultaneous Autoregressive Models with Missing Data
by: Wijayawardhana, Anjana, et al.
Published: (2025)
by: Wijayawardhana, Anjana, et al.
Published: (2025)
DART: Distilling Autoregressive Reasoning to Silent Thought
by: Jiang, Nan, et al.
Published: (2025)
by: Jiang, Nan, et al.
Published: (2025)
FARTrack: Fast Autoregressive Visual Tracking with High Performance
by: Wang, Guijie, et al.
Published: (2026)
by: Wang, Guijie, et al.
Published: (2026)
Efficient-DLM: From Autoregressive to Diffusion Language Models, and Beyond in Speed
by: Fu, Yonggan, et al.
Published: (2025)
by: Fu, Yonggan, et al.
Published: (2025)
FlashMesh: Faster and Better Autoregressive Mesh Synthesis via Structured Speculation
by: Shen, Tingrui, et al.
Published: (2025)
by: Shen, Tingrui, et al.
Published: (2025)
MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts
by: Zhou, Jianan, et al.
Published: (2024)
by: Zhou, Jianan, et al.
Published: (2024)
Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis
by: Ni, Zanlin, et al.
Published: (2024)
by: Ni, Zanlin, et al.
Published: (2024)
HIERAMP: Coarse-to-Fine Autoregressive Amplification for Generative Dataset Distillation
by: Zhao, Lin, et al.
Published: (2026)
by: Zhao, Lin, et al.
Published: (2026)
Similar Items
-
An Efficient Diffusion-based Non-Autoregressive Solver for Traveling Salesman Problem
by: Wang, Mingzhao, et al.
Published: (2025) -
Reinforcement Learning-based Non-Autoregressive Solver for Traveling Salesman Problems
by: Xiao, Yubin, et al.
Published: (2023) -
Improving Generalization of Neural Vehicle Routing Problem Solvers Through the Lens of Model Architecture
by: Xiao, Yubin, et al.
Published: (2024) -
Efficient Neural Combinatorial Optimization Solver for the Min-max Heterogeneous Capacitated Vehicle Routing Problem
by: Wu, Xuan, et al.
Published: (2025) -
GELD: A Unified Neural Model for Efficiently Solving Traveling Salesman Problems Across Different Scales
by: Xiao, Yubin, et al.
Published: (2025)