Liang Zhang

According to our database, Liang Zhang authored at least 6 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

BEMEval-Doc2Schema: Benchmarking Large Language Models for Structured Data Extraction in Building Energy Modeling.

Yiyuan Jia, Xiaoqin Fu, Liang Zhang

CoRR, February, 2026

2025

DataMorpher: Automatic Data Transformation Using LLM-Based Zero-Shot Code Generation.

Ankita Sharma, Jaykumar Tandel, Xuanmao Li, Lanjun Wang, Anna Fariha, Liang Zhang, Syed Arsalan Ahmed Naqvi, Irbaz Bin Riaz, Lei Cao, Jia Zou

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

2024

Scaling Data-Driven Building Energy Modelling using Large Language Models.

Sunil Khadka, Liang Zhang

CoRR, 2024

2023

Taxonomy, Semantic Data Schema, and Schema Alignment for Open Data in Urban Building Energy Modeling.

Liang Zhang, Jianli Chen, Jia Zou

CoRR, 2023

Automatic Data Transformation Using Large Language Model - An Experimental Study on Building Energy Data.

Ankita Sharma, Xuanmao Li, Hong Guan, Guoxin Sun, Liang Zhang, Lanjun Wang, Kesheng Wu, Lei Cao, Erkang Zhu, Alexander Sim, Teresa Wu, Jia Zou

Proceedings of the IEEE International Conference on Big Data, 2023

2020

A Pattern-Recognition-Based Ensemble Data Imputation Framework for Sensors from Building Energy Systems.

Liang Zhang

Sensors, 2020