Man Luo

According to our database, Man Luo authored at least 18 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

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

Yaqiao Zhu, Hongkai Wen, Geyong Min, Man Luo

Proceedings of the ACM Web Conference 2026, 2026

CityVerse: A Unified Data Framework for Evaluating Large Language Models in Urban Computing.

Yaqiao Zhu, Hongkai Wen, Mark H. Birkin, Man Luo

Proceedings of the ACM Web Conference 2026, 2026

TRACE: Trajectory Recovery with State Propagation Diffusion for Urban Mobility.

Jinming Wang, Hai Wang, Hongkai Wen, Geyong Min, Man Luo

Proceedings of the ACM Web Conference 2026, 2026

2025

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

Yaqiao Zhu, Hongkai Wen, Mark H. Birkin, Man Luo

CoRR, November, 2025

HiLight: A Hierarchical Reinforcement Learning Framework with Global Adversarial Guidance for Large-Scale Traffic Signal Control.

Yaqiao Zhu, Hongkai Wen, Geyong Min, Man Luo

CoRR, June, 2025

Robust spatio-temporal demand prediction for bike-sharing systems with dynamic hierarchical structure.

Yixuan Zhao, Bowen Du, Man Luo, Hongkai Wen

CCF Trans. Pervasive Comput. Interact., June, 2025

BGM: Demand Prediction for Expanding Bike-Sharing Systems with Dynamic Graph Modeling.

Yixuan Zhao, Hongkai Wen, Xingchen Zhang, Man Luo

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

High-Fidelity Road Network Generation with Latent Diffusion Models.

Jinming Wang, Hongkai Wen, Geyong Min, Man Luo

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

2024

Federated Learning for Traffic Flow Prediction with Synthetic Data Augmentation.

Fermin Orozco, Pedro Porto Buarque de Gusmão, Hongkai Wen, Johan Wahlström, Man Luo

CoRR, 2024

TrajWeaver: Trajectory Recovery with State Propagation Diffusion Model.

Jinming Wang, Hai Wang, Hongkai Wen, Geyong Min, Man Luo

CoRR, 2024

2023

Fleet Rebalancing for Expanding Shared e-Mobility Systems: A Multi-Agent Deep Reinforcement Learning Approach.

Man Luo, Bowen Du, Wenzhe Zhang, Tianyou Song, Kun Li, Hongming Zhu, Mark H. Birkin, Hongkai Wen

IEEE Trans. Intell. Transp. Syst., April, 2023

2022

Deployment Optimization for Shared e-Mobility Systems With Multi-Agent Deep Neural Search.

Man Luo, Bowen Du, Konstantin Klemmer, Hongming Zhu, Hongkai Wen

IEEE Trans. Intell. Transp. Syst., 2022

2021

Deep spatio-temporal learning for dynamic urban shared mobility systems.

Man Luo

PhD thesis, 2021

2020

D3P: Data-driven Demand Prediction for Fast Expanding Electric Vehicle Sharing Systems.

Man Luo, Bowen Du, Konstantin Klemmer, Hongming Zhu, Hakan Ferhatosmanoglu, Hongkai Wen

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

Rebalancing Expanding EV Sharing Systems with Deep Reinforcement Learning.

Man Luo, Wenzhe Zhang, Tianyou Song, Kun Li, Hongming Zhu, Bowen Du, Hongkai Wen

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019

Dynamic Demand Prediction for Expanding Electric Vehicle Sharing Systems: A Graph Sequence Learning Approach.

Man Luo, Hongkai Wen, Yi Luo, Bowen Du, Konstantin Klemmer, Hongming Zhu

CoRR, 2019

Weakly Supervised Brain Lesion Segmentation via Attentional Representation Learning.

Kai Wu, Bowen Du, Man Luo, Hongkai Wen, Yiran Shen, Jianfeng Feng

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

HydraDoctor: real-time liquids intake monitoring by collaborative sensing.

Bowen Du, Chris Xiaoxuan Lu, Xuan Kan, Kai Wu, Man Luo, Jianfeng Hou, Kai Li, Salil S. Kanhere, Yiran Shen, Hongkai Wen

Proceedings of the 20th International Conference on Distributed Computing and Networking, 2019