activity
20242026
most citedFederated Learning for Traffic Flow Prediction with Synthetic Data Augmentation

2 citations · 2 across the 4 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

cs.DB2025

CityVerse: A Unified Data Platform for Multi-Task Urban Computing with Large Language Models

Yaqiao Zhu, Hongkai Wen, Mark Birkin +1

Large Language Models (LLMs) show remarkable potential for urban computing, from spatial reasoning to predictive analytics. However, evaluating LLMs across diverse urban tasks face…

cs.LG2025

HALO: Hierarchical Reinforcement Learning for Large-Scale Adaptive Traffic Signal Control

Yaqiao Zhu, Hongkai Wen, Geyong Min +1

Adaptive traffic signal control (ATSC) is essential for mitigating urban congestion in modern smart cities, where traffic infrastructure is evolving into interconnected Web-of-Thin…