2 citations · 2 across the 4 of their papers we have counts for
4 papers
LaT: LLM-as-Trainer for Multi-Task Vehicle Routing Solvers
Yang Wang, Ya-Hui Jia, Wei-Neng Chen +3
Multi-task neural solvers aim to handle multiple Vehicle Routing Problem (VRP) variants within a unified model, avoiding separate training for each constraint combination. However,…
Genetic Programming with Model Driven Dimension Repair for Learning Interpretable Appointment Scheduling Rules
Huan Zhang, Yang Wang, Ya-Hui Jia +1
Appointment scheduling is a great challenge in healthcare operations management. Appointment rules (AR) provide medical practitioners with a simple yet effective tool to determine…
Emergent Crowd Grouping via Heuristic Self-Organization
Xiao-Cheng Liao, Wei-Neng Chen, Xiang-Ling Chen +1
Modeling crowds has many important applications in games and computer animation. Inspired by the emergent following effect in real-life crowd scenarios, in this work, we develop a…
Distance-aware Attention Reshaping: Enhance Generalization of Neural Solver for Large-scale Vehicle Routing Problems
Yang Wang, Ya-Hui Jia, Wei-Neng Chen +1
Neural solvers based on attention mechanism have demonstrated remarkable effectiveness in solving vehicle routing problems. However, in the generalization process from small scale…