1 citations · 1 across the 3 of their papers we have counts for
4 papers
SemOPT: Fixing Semantic Errors in LLM-based Optimization Modeling via Reward-Guided Search
Zetong Zhou, Wentao Zhang, Jingyuan Wang +3
Operations research supports decision-making in domains such as energy, economics, and healthcare. Solving operations research problems typically begins with optimization modeling,…
CityPlanner: A Sandbox Agent for Executable Urban Planning
Wentao Zhang, Jingyuan Wang, Zetong Zhou +2
Urban planning is a real-world spatial optimization problem that requires selecting feasible actions from large candidate spaces under practical objectives such as cost and service…
VecCity: A Taxonomy-guided Library for Map Entity Representation Learning
Wentao Zhang, Jingyuan Wang, Yifan Yang +1
Electronic maps consist of diverse entities, such as points of interest (POIs), road networks, and land parcels, playing a vital role in applications like ITS and LBS. Map entity r…
Seeing the Unseen: Learning Basis Confounder Representations for Robust Traffic Prediction
Jiahao Ji, Wentao Zhang, Jingyuan Wang +1
Traffic prediction is essential for intelligent transportation systems and urban computing. It aims to establish a relationship between historical traffic data X and future traffic…