Yang Deng - RankMe

19 papers A* 3Journal 4Unranked 12

Year	Rank	Type	Title / 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