Yubin Xiao

3 papers · 2024–2026 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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

Venues

AAAI (2) IJCAI (1)

Top co-authors

Xuan Wu (3) You Zhou (3) Di Wang (3) Peng Zhao (2) Yuanshu Li (2) Wei Du (1) Boyang Li (1) Yuesong Wu (1) Yuan Jiang (1) Zhiguang Cao (1)

Research topics

Mathematics & Optimization (3) Optimization (3) Deep Learning (2) Machine Learning (2) Application Areas (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1) Optimization & Theory (1)

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