Energon: A Data Acquisition System for Portable Building Analytics. - Fang He 001; Yang Deng 004; Yanhui Xu; Cheng Xu; Dezhi Hong; Dan Wang 002 (e-Energy, 2021)

Behavior testing of load forecasting models using BuildChecks. - Yang Deng 004; Jiaqi Fan; Hao Jiang; Fang He 001; Dan Wang 002; Ao Li 010; Fu Xiao (e-Energy, 2022)

Towards a Benchmark for ML-based Building Load Forecasting Model Selection for a Target Building. - Yang Deng 004; Rui Liang; Jiaqi Fan; Ao Li 010; Dan Wang 002 (BuildSys, 2023)

Decomposition-based Data Augmentation for Time-series Building Load Data. - Yang Deng 004; Rui Liang; Dan Wang 002; Ao Li 010; Fu Xiao (BuildSys, 2023)

Improving Cyber-Physical Building Energy System via Large-Scale Machine Learning Evaluation. - Yang Deng 004 (BuildSys, 2024)

AugPlug: An Automated Data Augmentation Model to Enhance Online Building Load Forecasting. - Yang Deng 004; Rui Liang; Yaohui Liu; Jiaqi Fan; Dan Wang 002 (BuildSys, 2024)

Towards Machine Learning-based Model Predictive Control for HVAC Control in Multi-Context Buildings at Scale via Ensemble Learning. - Yang Deng 004; Yaohui Liu; Rui Liang; Donghua Xie; Dafang Zhao; Ittetsu Taniguchi; Samson Tai; Dan Wang 002 (BuildSys, 2024)

BuildProg: Program Generation for Testing ML-based Building Load Forecasting models via LLM and Prompt Engineering. - Yang Deng 004; Donghua Xie; Rui Liang; Jingyun Zeng; Samson Tai; Dan Wang 002 (BuildSys, 2024)

A Data-driven Framework for Occupant-centric Demand Flexibility Potential Evaluation at Scale. - Yufei Zhang 007; Yang Deng 004; Rui Liang; Yaohui Liu; Dan Wang 002; Andrew J. Sonta (BuildSys, 2024)

Demo: Towards Deploying ML-based Load Forecasting Models for Building HVAC System: an AI Evaluation Platform. - Yang Deng 004; Donghua Xie; Jingyun Zeng; Rui Liang; Yufei Zhang 007; Jiaqi Fan; Samson Tai; Dan Wang 002 (e-Energy, 2024)

Probabilistic Building Load Forecasting via Conditional Diffusion Model. - Rui Liang; Yang Deng 004; Dan Wang 002 (e-Energy, 2024)

Enabling Time-series Foundation Model for Building Energy Forecasting via Contrastive Curriculum Learning. - Rui Liang; Yang Deng 004; Donghua Xie; Fang He 001; Dan Wang 002 (CoRR, 2024)

Smart metering data enhancement in sustainable buildings via knowledge graph-guided graph neural networks. - Fang He 001; Jiaqi Fan; Yang Deng 004; Xiaoyang Zhang 002; Ka Tai Lau; Dan Wang 002 (Knowl. Based Syst., 2025)

ReeM: Ensemble Building Thermodynamics Model for Efficient HVAC Control via Hierarchical Reinforcement Learning. - Yang Deng 004; Yaohui Liu; Rui Liang; Dafang Zhao; Donghua Xie; Ittetsu Taniguchi; Dan Wang 002 (CoRR, 2025)