Yang Deng

Postdoc, COMP, Hong Kong Polytechnic University

Joined

May 2025

Names

Yang Deng (Preferred)

Emails

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

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Postdoc

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

2024 – Present

PhD student

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

2020 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Dan Wang

2020 – 2024

Expertise

Energy forecasting

2020 – 2040

Reinforcement learning

2020 – 2030

model predictive control

2020 – 2030

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
Measuring Frequency Non-Stationarity for Robust Time Series Forecasting
Rui LIANG, Lingwei Zhu, Xihao Piao, Yang Deng, Dong Wang, Junjie Chen, Dan Wang, Zheng Chen
- ICLR 2026 Conference Withdrawn Submission
- 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- ICLR 2026 Conference Withdrawn Submission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
Enabling Time-series Foundation Model for Building Energy Forecasting via Contrastive Curriculum Learning
Rui LIANG, Yang Deng, xiedonghua, Dan Wang
- CO-BUILD Poster
- 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
AugPlug: An Automated Data Augmentation Model to Enhance Online Building Load Forecasting
Yang Deng, Rui Liang, Yaohui Liu, Jiaqi Fan, Dan Wang
- BuildSys 2024
- Readers: Everyone
Towards Machine Learning-based Model Predictive Control for HVAC Control in Multi-Context Buildings at Scale via Ensemble Learning
Yang Deng, Yaohui Liu, Rui Liang, Donghua Xie, Dafang Zhao, Ittetsu Taniguchi, Samson Tai, Dan Wang
- BuildSys 2024
- Readers: Everyone
BuildProg: Program Generation for Testing ML-based Building Load Forecasting models via LLM and Prompt Engineering
Yang Deng, Donghua Xie, Rui Liang, Jingyun Zeng, Samson Tai, Dan Wang
- BuildSys 2024
- Readers: Everyone

Co-Authors