He Fang

Postdoc, COMP, Hong Kong Polytechnic University

Joined

May 2025

Names

He Fang (Preferred)

Fang He

Emails

****@polyu.edu.hk (Confirmed)

****@163.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Postdoc

COMP, Hong Kong Polytechnic University (polyu.edu.hk)

2024 – 2026

PhD student

COMP, Hong Kong Polytechnic University (polyu.edu.hk)

2020 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Dan Wang

2020 – 2024

Expertise

AI for social good

2024 – 2025

Publications

Weather Foundation Model Enhanced Decentralized Photovoltaic Power Forecasting Through Spatio-temporal Knowledge Distillation
He Fang, Jiaqi FAN, Yang Deng, Xiaoyang Zhang, Dan Wang
- IJCAI 25
- Readers: Everyone
Uncertainty-aware Carbon Accounting for Large-scale AI models with Market-based Attribution
Xiaoyang Zhang, Yang Deng, He Fang, Dan Wang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Unveiling the Uncertainty in Embodied and Operational Carbon of Large AI Models through a Probabilistic Carbon Accounting Model
Xiaoyang Zhang, He Fang, Yang Deng, Dan Wang
- NeurIPS 2025 poster
- Readers: Everyone
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
- Readers: Everyone
Ontology Integration for Building Systems and Energy Storage Systems
Fang He, Dan Wang, Yaojie Sun
- BuildSys 2023
- Readers: Everyone
Behavior testing of load forecasting models using BuildChecks
Yang Deng, Jiaqi Fan, Hao Jiang, Fang He, Dan Wang, Ao Li, Fu Xiao
- e-Energy 2022
- Readers: Everyone
Cement-α: an ontology-based data access system for building analytics with multiple data sources
Fang He, Xiaoyang Zhang, Dan Wang
- e-Energy 2022
- Readers: Everyone
Cloze: a building metadata model generation system based on information extraction
Fang He, Dan Wang
- BuildSys 2022
- Readers: Everyone
Energon: A Data Acquisition System for Portable Building Analytics
Fang He, Yang Deng, Yanhui Xu, Cheng Xu, Dezhi Hong, Dan Wang
- e-Energy 2021
- Readers: Everyone
EnergonQL: A Building Independent Acquisitional Query Language for Portable Building Analytics
Fang He, Cheng Xu, Yanhui Xu, Dezhi Hong, Dan Wang
- BuildSys 2020
- Readers: Everyone