Yang Deng

19 papers A* 3Journal 4Unranked 12
YearRankTypeTitle / Venue / Authors
2026 A* conf
Fairer AI Carbon Accounting: Incorporating Market-based Attribution and Uncertainty in Embodied and Operational Carbon Footprint.
WWW
Xiaoyang Zhang, Yang Deng, Fang He, Dan Wang
2026 A* conf
Toward Green Computing: General Carbon Intensity Forecasting via Dual Graph Empowered Time Series Foundation Model.
WWW
Xiaoyang Zhang, Taiqi Zhou, Fang He, Yang Deng, Dan Wang
2025 — conf
HVAC Aggregation for Multi-priority Demand Flexibility: Lessons learn on On-site Experiments.
BuildSys
Dafang Zhao, Yang Deng, Toshihiro Suzuki, Ittetsu Taniguchi, Takao Onoye
2025 J jnl
MetaCloze: a schema-guided automated building metadata model generation system via information extraction.
Knowl. Based Syst.
Fang He, Jiaqi Fan, Yang Deng, Xiaoyang Zhang, Dan Wang
2025 J jnl
ReeM: Ensemble Building Thermodynamics Model for Efficient HVAC Control via Hierarchical Reinforcement Learning.
CoRR
Yang Deng, Yaohui Liu, Rui Liang, Dafang Zhao, Donghua Xie, Ittetsu Taniguchi, Dan Wang
2025 J jnl
Smart metering data enhancement in sustainable buildings via knowledge graph-guided graph neural networks.
Knowl. Based Syst.
Fang He, Jiaqi Fan, Yang Deng, Xiaoyang Zhang, Ka Tai Lau, Dan Wang
2025 A* conf
Weather Foundation Model Enhanced Decentralized Photovoltaic Power Forecasting Through Spatio-temporal Knowledge Distillation.
IJCAI
Fang He, Jiaqi Fan, Yang Deng, Xiaoyang Zhang, Ka Tai Lau, Dan Wang
2024 — conf
A Data-driven Framework for Occupant-centric Demand Flexibility Potential Evaluation at Scale.
BuildSys
Yufei Zhang, Yang Deng, Rui Liang, Yaohui Liu, Dan Wang, Andrew J. Sonta
2024 — conf
AugPlug: An Automated Data Augmentation Model to Enhance Online Building Load Forecasting.
BuildSys
Yang Deng, Rui Liang, Yaohui Liu, Jiaqi Fan, Dan Wang
2024 — conf
BuildProg: Program Generation for Testing ML-based Building Load Forecasting models via LLM and Prompt Engineering.
BuildSys
Yang Deng, Donghua Xie, Rui Liang, Jingyun Zeng, Samson Tai, Dan Wang
2024 — conf
Demo: Towards Deploying ML-based Load Forecasting Models for Building HVAC System: an AI Evaluation Platform.
e-Energy
Yang Deng, Donghua Xie, Jingyun Zeng, Rui Liang, Yufei Zhang, Jiaqi Fan, Samson Tai, Dan Wang
2024 J jnl
Enabling Time-series Foundation Model for Building Energy Forecasting via Contrastive Curriculum Learning.
CoRR
Rui Liang, Yang Deng, Donghua Xie, Fang He, Dan Wang
2024 — conf
Improving Cyber-Physical Building Energy System via Large-Scale Machine Learning Evaluation.
BuildSys
Yang Deng
2024 — conf
Probabilistic Building Load Forecasting via Conditional Diffusion Model.
e-Energy
Rui Liang, Yang Deng, Dan Wang
2024 — conf
Towards Machine Learning-based Model Predictive Control for HVAC Control in Multi-Context Buildings at Scale via Ensemble Learning.
BuildSys
Yang Deng, Yaohui Liu, Rui Liang, Donghua Xie, Dafang Zhao, Ittetsu Taniguchi, Samson Tai, Dan Wang
2023 — conf
Decomposition-based Data Augmentation for Time-series Building Load Data.
BuildSys
Yang Deng, Rui Liang, Dan Wang, Ao Li, Linda Fu Xiao
2023 — conf
Towards a Benchmark for ML-based Building Load Forecasting Model Selection for a Target Building.
BuildSys
Yang Deng, Rui Liang, Jiaqi Fan, Ao Li, Dan Wang
2022 — conf
Behavior testing of load forecasting models using BuildChecks.
e-Energy
Yang Deng, Jiaqi Fan, Hao Jiang, Fang He, Dan Wang, Ao Li, Linda Fu Xiao
2021 — conf
Energon: A Data Acquisition System for Portable Building Analytics.
e-Energy
Fang He, Yang Deng, Yanhui Xu, Cheng Xu, Dezhi Hong, Dan Wang