Yubin Xiao
3 papers · 2024–2026 · 2 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Keyword Pioneer
🌍
Conference Polyglot
(2)
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Cross-Pollinator
(10)
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Hot Topic Early Bird
Conferences
AAAI (2)
IJCAI (1)
Top co-authors
Keywords
combinatorial optimization
(2)
vehicle routing problem
(2)
non-autoregressive model
(2)
autoregressive model
(1)
traveling salesman problem
(1)
inference latency
(1)
inference speed
(1)
discrete flow matching
(1)
self-improvement learning
(1)
dynamic aggregation
(1)
adaptive time-step scheduler
(1)
non-autoregressive learning
(1)
knowledge distillation
(1)
diffusion model
(1)
Papers
Efficient Few-Step Solution Generation via Discrete Flow Matching for Combinatorial Optimization
AAAI 2026
DGL: Dynamic Global-Local Information Aggregation for Scalable VRP Generalization with Self-Improvement Learning
IJCAI 2025
Distilling Autoregressive Models to Obtain High-Performance Non-autoregressive Solvers for Vehicle Routing Problems with Faster Inference Speed
AAAI 2024