Fang He

According to our database, Fang He authored at least 14 papers between 2020 and 2026.

Collaborative distances:

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

2026

Toward Green Computing: General Carbon Intensity Forecasting via Dual Graph Empowered Time Series Foundation Model.

Xiaoyang Zhang, Taiqi Zhou, Fang He, Yang Deng, Dan Wang

Proceedings of the ACM Web Conference 2026, 2026

Fairer AI Carbon Accounting: Incorporating Market-based Attribution and Uncertainty in Embodied and Operational Carbon Footprint.

Xiaoyang Zhang, Yang Deng, Fang He, Dan Wang

Proceedings of the ACM Web Conference 2026, 2026

2025

MetaCloze: a schema-guided automated building metadata model generation system via information extraction.

Fang He, Jiaqi Fan, Yang Deng, Xiaoyang Zhang, Dan Wang

Knowl. Based Syst., 2025

Smart metering data enhancement in sustainable buildings via knowledge graph-guided graph neural networks.

Fang He, Jiaqi Fan, Yang Deng, Xiaoyang Zhang, Ka Tai Lau, Dan Wang

Knowl. Based Syst., 2025

Unveiling the Uncertainty in Embodied and Operational Carbon of Large AI Models through a Probabilistic Carbon Accounting Model.

Xiaoyang Zhang, Fang He, Yang Deng, Dan Wang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Weather Foundation Model Enhanced Decentralized Photovoltaic Power Forecasting Through Spatio-temporal Knowledge Distillation.

Fang He, Jiaqi Fan, Yang Deng, Xiaoyang Zhang, Ka Tai Lau, Dan Wang

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

2024

Enabling Time-series Foundation Model for Building Energy Forecasting via Contrastive Curriculum Learning.

Rui Liang, Yang Deng, Donghua Xie, Fang He, Dan Wang

CoRR, 2024

Towards Photovoltaic System Operation by Data-driven Models: System Deployment and New Insights.

Ka Tai Lau, Fang He, Dan Wang

Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, 2024

2023

Ontology Integration for Building Systems and Energy Storage Systems.

Fang He, Dan Wang, Yaojie Sun

Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

2022

Cloze: a building metadata model generation system based on information extraction.

Fang He, Dan Wang

Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

Cement-α: an ontology-based data access system for building analytics with multiple data sources.

Fang He, Xiaoyang Zhang, Dan Wang

Proceedings of the e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022, 2022

Behavior testing of load forecasting models using BuildChecks.

Yang Deng, Jiaqi Fan, Hao Jiang, Fang He, Dan Wang, Ao Li, Linda Fu Xiao

Proceedings of the e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022, 2022

2021

Energon: A Data Acquisition System for Portable Building Analytics.

Fang He, Yang Deng, Yanhui Xu, Cheng Xu, Dezhi Hong, Dan Wang

Proceedings of the e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June, 2021

2020

EnergonQL: A Building Independent Acquisitional Query Language for Portable Building Analytics.

Fang He, Cheng Xu, Yanhui Xu, Dezhi Hong, Dan Wang

Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020