Mingzhou Yang

13 papers A* 1A 2Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Climate smart computing: A perspective.
Pervasive Mob. Comput.
Mingzhou Yang, Bharat Jayaprakash, Subhankar Ghosh, Hyeonjung Tari Jung, Matthew Eagon, William F. Northrop, Shashi Shekhar
2025 — conf
Geo-lucid Conditional Diffusion Models for High Physical Fidelity Trajectory Generation.
SIGSPATIAL/GIS
Mingzhou Yang, Arun Sharma, Majid Farhadloo, Bharat Jayaprakash, Shashi Shekhar
2025 J jnl
Spatial Distribution-Shift Aware Knowledge-Guided Machine Learning.
CoRR
Arun Sharma, Majid Farhadloo, Mingzhou Yang, Ruolei Zeng, Subhankar Ghosh, Shashi Shekhar
2025 J jnl
Towards Fine-Tuning-Based Site Calibration for Knowledge-Guided Machine Learning: A Summary of Results.
CoRR
Ruolei Zeng, Arun Sharma, Shuai An, Mingzhou Yang, Shengya Zhang, Licheng Liu, David J. Mulla, Shashi Shekhar
2025 J jnl
Towards Physics-Guided Foundation Models.
CoRR
Majid Farhadloo, Arun Sharma, Mingzhou Yang, Bharat Jayaprakash, William F. Northrop, Shashi Shekhar
2025 J jnl
Towards Physics-informed Diffusion for Anomaly Detection in Trajectories.
CoRR
Arun Sharma, Mingzhou Yang, Majid Farhadloo, Subhankar Ghosh, Bharat Jayaprakash, Shashi Shekhar
2025 — conf
Towards Physics-informed Diffusion for Anomaly Detection in Trajectories: A Summary of Results.
GeoAnomalies@SIGSPATIAL
Arun Sharma, Mingzhou Yang, Majid Farhadloo, Subhankar Ghosh, Bharat Jayaprakash, Shashi Shekhar
2025 — conf
Towards Surrogate Models with Hybrid Spatial Neural Networks: A Summary of Results.
GeoSim@SIGSPATIAL
Shengya Zhang, Arun Sharma, Majid Farhadloo, Mingzhou Yang, Ruolei Zeng, Subhankar Ghosh, Yao Zhang, Mu Hong, Licheng Liu, David J. Mulla, Shashi Shekhar
2023 A conf
Data Mining Challenges and Opportunities to Achieve Net Zero Carbon Emissions: Focus on Electrified Vehicles.
SDM
Mingzhou Yang, Bharat Jayaprakash, Matthew Eagon, Hyeonjung (Tari) Jung, William F. Northrop, Shashi Shekhar
2023 A conf
Eco-PiNN: A Physics-informed Neural Network for Eco-toll Estimation.
SDM
Yan Li, Mingzhou Yang, Matthew Eagon, Majid Farhadloo, Yiqun Xie, William F. Northrop, Shashi Shekhar
2023 J jnl
Eco-PiNN: A Physics-informed Neural Network for Eco-toll Estimation.
CoRR
Yan Li, Mingzhou Yang, Matthew Eagon, Majid Farhadloo, Yiqun Xie, William F. Northrop, Shashi Shekhar
2022 — conf
Revolutionizing electric vehicle management: spatial computing challenges and opportunities.
IWCTS@SIGSPATIAL
Hyeonjung (Tari) Jung, Mingzhou Yang, Matthew Eagon, William F. Northrop
2020 A* conf
Inferring Passengers' Interactive Choices on Public Transits via MA-AL: Multi-Agent Apprenticeship Learning.
WWW
Mingzhou Yang, Yanhua Li, Xun Zhou, Hui Lu, Zhihong Tian, Jun Luo