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ORCIDYang Deng 0004
Person information
- affiliation: Hong Kong Polytechnic University, Department of Computing, Hong Kong
Other persons with the same name
- Yang Deng — disambiguation page
- Yang Deng 0001
![[0000-0002-7318-1899]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-7318-1899")
— Tsinghua University, Beijing, China (and 1 more) - Yang Deng 0002 — Singapore Management University, School of Computing and Information Systems, Singapore (and 2 more)
- Yang Deng 0003 — Aalto University, Espoo, Finland
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2020 – today
- 2025
[j2]Fang He, Jiaqi Fan, Yang Deng, Xiaoyang Zhang, Ka Tai Lau, Dan Wang:
Smart metering data enhancement in sustainable buildings via knowledge graph-guided graph neural networks. Knowl. Based Syst. 325: 114016 (2025)- [j1]Fang He, Jiaqi Fan, Yang Deng, Xiaoyang Zhang, Dan Wang:
MetaCloze: a schema-guided automated building metadata model generation system via information extraction. Knowl. Based Syst. 330: 114596 (2025) - [c13]Dafang Zhao, Yang Deng, Toshihiro Suzuki, Ittetsu Taniguchi, Takao Onoye:
HVAC Aggregation for Multi-priority Demand Flexibility: Lessons learn on On-site Experiments. BuildSys 2025: 243-247 - [c12]Fang He, Jiaqi Fan, Yang Deng, Xiaoyang Zhang, Ka Tai Lau, Dan Wang:
Weather Foundation Model Enhanced Decentralized Photovoltaic Power Forecasting Through Spatio-temporal Knowledge Distillation. IJCAI 2025: 9665-9673 - [i2]Yang Deng, Yaohui Liu, Rui Liang, Dafang Zhao, Donghua Xie, Ittetsu Taniguchi, Dan Wang:
ReeM: Ensemble Building Thermodynamics Model for Efficient HVAC Control via Hierarchical Reinforcement Learning. CoRR abs/2505.02439 (2025) - 2024
- [c11]Yang Deng:
Improving Cyber-Physical Building Energy System via Large-Scale Machine Learning Evaluation. BuildSys 2024 - [c10]Yang Deng, Rui Liang, Yaohui Liu, Jiaqi Fan, Dan Wang:
AugPlug: An Automated Data Augmentation Model to Enhance Online Building Load Forecasting. BuildSys 2024 - [c9]Yang Deng, Yaohui Liu, Rui Liang, Donghua Xie, Dafang Zhao, Ittetsu Taniguchi, Samson Tai, Dan Wang:
Towards Machine Learning-based Model Predictive Control for HVAC Control in Multi-Context Buildings at Scale via Ensemble Learning. BuildSys 2024 - [c8]Yang Deng, Donghua Xie, Rui Liang, Jingyun Zeng, Samson Tai, Dan Wang:
BuildProg: Program Generation for Testing ML-based Building Load Forecasting models via LLM and Prompt Engineering. BuildSys 2024 - [c7]Yufei Zhang, Yang Deng, Rui Liang, Yaohui Liu, Dan Wang, Andrew J. Sonta:
A Data-driven Framework for Occupant-centric Demand Flexibility Potential Evaluation at Scale. BuildSys 2024 - [c6]Yang Deng, Donghua Xie, Jingyun Zeng, Rui Liang, Yufei Zhang, Jiaqi Fan, Samson Tai, Dan Wang:
Demo: Towards Deploying ML-based Load Forecasting Models for Building HVAC System: an AI Evaluation Platform. e-Energy 2024 - [c5]Rui Liang, Yang Deng, Dan Wang:
Probabilistic Building Load Forecasting via Conditional Diffusion Model. e-Energy 2024 - [i1]Rui Liang, Yang Deng, Donghua Xie, Fang He, Dan Wang:
Enabling Time-series Foundation Model for Building Energy Forecasting via Contrastive Curriculum Learning. CoRR abs/2412.17285 (2024) - 2023
- [c4]Yang Deng, Rui Liang, Dan Wang, Ao Li, Fu Xiao:
Decomposition-based Data Augmentation for Time-series Building Load Data. BuildSys 2023: 51-60 - [c3]Yang Deng, Rui Liang, Jiaqi Fan, Ao Li, Dan Wang:
Towards a Benchmark for ML-based Building Load Forecasting Model Selection for a Target Building. BuildSys 2023: 318-319 - 2022
- [c2]Yang Deng, Jiaqi Fan, Hao Jiang, Fang He, Dan Wang, Ao Li, Fu Xiao:
Behavior testing of load forecasting models using BuildChecks. e-Energy 2022: 76-80 - 2021
- [c1]Fang He, Yang Deng, Yanhui Xu, Cheng Xu, Dezhi Hong, Dan Wang:
Energon: A Data Acquisition System for Portable Building Analytics. e-Energy 2021: 15-26
Coauthor Index
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