Jack C. P. Cheng

54 papers C 3Journal 48Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Automated "E"-aware data processing for construction ESG using building information modeling and large language model. Adv. Eng. Informatics Xingbo Gong, Xingyu Tao, YuQing Xu, Helen H. L. Kwok, Weiwei Chen, Da Shi, Dezhi Li, Jack C. P. Cheng
2026	J	`jnl`	Empowering building emergency response with large language models and BIM-Based knowledge graphs. Adv. Eng. Informatics Fangzhou Lin, Mingkai Li, Boyu Wang, Qian Wang, Xiao Zhang, Jack C. P. Cheng, Zhengyi Chen
2026	J	`jnl`	Enhancing 3D Object Detection for Building Indoor Scenes Using BIM-Generated Synthetic Point Clouds. J. Comput. Civ. Eng. Hongzhe Yue, Qian Wang, Yicheng Huang, Hai Fang, Jack C. P. Cheng, Luping Li
2026	J	`jnl`	Enhancing geo-localization for crowdsourced flood imagery via LLM-guided attention. Comput. Environ. Urban Syst. Fengyi Xu, Jun Ma, Waishan Qiu, Cui Guo, Jack C. P. Cheng
2026	J	`jnl`	Industrial3D: A Terrestrial LiDAR Point Cloud Dataset and CrossParadigm Benchmark for Industrial Infrastructure. CoRR Chao Yin, Hongzhe Yue, Qing Han, Difeng Hu, Zhenyu Liang, Fangzhou Lin, Bing Sun, Boyu Wang, Mingkai Li, Wei Yao, Jack C. P. Cheng
2026	J	`jnl`	Point cloud instance segmentation for building indoor scenes using deep learning and BIM-Generated synthetic point clouds. Adv. Eng. Informatics Hongzhe Yue, Qian Wang, Xiang Nie, Hai Fang, Jack C. P. Cheng, Shuju Jing, Boyu Wang
2025	J	`jnl`	A point cloud dataset and deep learning method for semantic segmentation of underground garages. Comput. Aided Civ. Infrastructure Eng. Hongzhe Yue, Qian Wang, Yang Su, Hai Fang, Jack C. P. Cheng, Mingyu Zhang
2025	J	`jnl`	Actual construction cost prediction using hypergraph deep learning techniques. Adv. Eng. Informatics Hao Liu, Mingkai Li, Jack C. P. Cheng, Chimay J. Anumba, Liqiao Xia
2025	J	`jnl`	An interactive system for 3D spatial relationship query by integrating tree-based element indexing and LLM-based agent. Adv. Eng. Informatics Ang Li, Peter Kok-Yiu Wong, Xingyu Tao, Jun Ma, Jack C. P. Cheng
2025	J	`jnl`	Enhancing Geo-localization for Crowdsourced Flood Imagery via LLM-Guided Attention. CoRR Fengyi Xu, Jun Ma, Waishan Qiu, Cui Guo, Jack C. P. Cheng
2025	J	`jnl`	Enhancing semantic segmentation of MEP scenes with deep learning and BIM-generated synthetic point clouds. Adv. Eng. Informatics Hongzhe Yue, Qian Wang, Hong Huang, Xin Xia, Hai Fang, Jack C. P. Cheng
2025	J	`jnl`	Informative As-Built Modeling as a Foundation for Digital Twins Based on Fine-Grained Object Recognition and Object-Aware Scan-vs-BIM for MEP Scenes. Adv. Eng. Informatics Boyu Wang, Fangzhou Lin, Mingkai Li, Zhenyu Liang, Zhengyi Chen, Mingzhu Wang, Jack C. P. Cheng
2025	J	`jnl`	Optimized UAV view planning for high-quality 3D reconstruction of buildings using a modified sparrow search algorithm. Adv. Eng. Informatics Zhenyu Liang, Liu Yang, Zhaolun Liang, Jeff Chak Fu Chan, Zhaojie Zhang, Mingzhu Wang, Jack C. P. Cheng
2024	J	`jnl`	A blockchain-based framework for carbon management towards construction material and product certification. Adv. Eng. Informatics YuQing Xu, Xingyu Tao, Moumita Das, Helen H. L. Kwok, Hao Liu, Karina K. L. Kuan, Alexis K. H. Lau, Jack C. P. Cheng
2024	J	`jnl`	Automatic Fine-Grained BIM element classification using Multi-Modal deep learning (MMDL). Adv. Eng. Informatics Hao Liu, Vincent J. L. Gan, Jack C. P. Cheng, Shanjing Alexander Zhou
2024	J	`jnl`	Geotechnical risk modeling using an explainable transfer learning model incorporating physical guidance. Eng. Appl. Artif. Intell. Fenghua Liu, Wenli Liu, Ang Li, Jack C. P. Cheng
2024	J	`jnl`	Smarter smart contracts for automatic BIM metadata compliance checking in blockchain-enabled common data environment. Adv. Eng. Informatics Xingyu Tao, Zhaoji Wu, YuQing Xu, Chengliang Zheng, Yihai Fang, Moumita Das, Hao Liu, Xingbo Gong, Jack C. P. Cheng
2023	J	`jnl`	Pose Graph Relocalization with Deep Object Detection and BIM-Supported Object Landmark Dictionary. J. Comput. Civ. Eng. Jack C. P. Cheng, Changhao Song, Xiao Zhang, Zhengyi Chen
2023	J	`jnl`	Real-time layer height estimation during multi-layer directed energy deposition using domain adaptive neural networks. Comput. Ind. Liu Yang, Hoon Sohn, Zhanxiong Ma, Ikgeun Jeon, Peipei Liu, Jack C. P. Cheng
2023	J	`jnl`	Smart contract swarm and multi-branch structure for secure and efficient BIM versioning in blockchain-aided common data environment. Comput. Ind. Xingyu Tao, Peter Kok-Yiu Wong, YuQing Xu, Yuhan Liu, Xingbo Gong, Chengliang Zheng, Moumita Das, Jack C. P. Cheng
2022	J	`jnl`	A novel Data-Driven framework based on BIM and knowledge graph for automatic model auditing and Quantity Take-off. Adv. Eng. Informatics Hao Liu, Jack C. P. Cheng, Vincent J. L. Gan, Shanjing Alexander Zhou
2022	J	`jnl`	Enriched and discriminative convolutional neural network features for pedestrian re-identification and trajectory modeling. Comput. Aided Civ. Infrastructure Eng. Peter Kok-Yiu Wong, Han Luo, Mingzhu Wang, Jack C. P. Cheng
2022	J	`jnl`	Image2Triplets: A computer vision-based explicit relationship extraction framework for updating construction activity knowledge graphs. Comput. Ind. Zaolin Pan, Cheng Su, Yichuan Deng, Jack C. P. Cheng
2022	J	`jnl`	Long-Time gap crowd prediction with a Two-Stage optimized spatiotemporal Hybrid-GCGRU. Adv. Eng. Informatics Jack C. P. Cheng, Kwok Ho Poon, Peter Kok-Yiu Wong
2022	J	`jnl`	Long-time gap crowd prediction using time series deep learning models with two-dimensional single attribute inputs. Adv. Eng. Informatics Kwok Ho Poon, Peter Kok-Yiu Wong, Jack C. P. Cheng
2021	J	`jnl`	A BIM-based framework for automated generation of fabrication drawings for façade panels. Comput. Ind. Min Deng, Yi Tan, Jyoti Singh, Ajay Joneja, Jack C. P. Cheng
2021	J	`jnl`	Recognition of pedestrian trajectories and attributes with computer vision and deep learning techniques. Adv. Eng. Informatics Peter Kok-Yiu Wong, Han Luo, Mingzhu Wang, Pak Him Leung, Jack C. P. Cheng
2020	J	`jnl`	A unified convolutional neural network integrated with conditional random field for pipe defect segmentation. Comput. Aided Civ. Infrastructure Eng. Mingzhu Wang, Jack C. P. Cheng
2020	J	`jnl`	Deep Learning-Based Automated Detection of Sewer Defects in CCTV Videos. J. Comput. Civ. Eng. Srinath Shiv Kumar, Mingzhu Wang, Dulcy M. Abraham, Mohammad R. Jahanshahi, Tom Iseley, Jack C. P. Cheng
2020	J	`jnl`	Developing Efficient Mechanisms for BIM-to-AR/VR Data Transfer. J. Comput. Civ. Eng. Keyu Chen, Weiwei Chen, Jack C. P. Cheng, Qian Wang
2020	J	`jnl`	Real-time detection of wildfire risk caused by powerline vegetation faults using advanced machine learning techniques. Adv. Eng. Informatics Jun Ma, Jack C. P. Cheng, Feifeng Jiang, Vincent J. L. Gan, Mingzhu Wang, Chong Zhai
2020	J	`jnl`	Transfer learning for long-interval consecutive missing values imputation without external features in air pollution time series. Adv. Eng. Informatics Jun Ma, Jack C. P. Cheng, Yuexiong Ding, Changqing Lin, Feifeng Jiang, Mingzhu Wang, Chong Zhai
2019	J	`jnl`	A BIM-based location aware AR collaborative framework for facility maintenance management. J. Inf. Technol. Constr. Keyu Chen, Weiwei Chen, Chun Ting Li, Jack C. P. Cheng
2019	J	`jnl`	Analyzing the Leading Causes of Traffic Fatalities Using XGBoost and Grid-Based Analysis: A City Management Perspective. IEEE Access Jun Ma, Yuexiong Ding, Jack C. P. Cheng, Yi Tan, Vincent J. L. Gan, Jingcheng Zhang
2019	J	`jnl`	Automatic generation of fabrication drawings for façade mullions and transoms through BIM models. Adv. Eng. Informatics Min Deng, Vincent J. L. Gan, Yi Tan, Ajay Joneja, Jack C. P. Cheng
2019	J	`jnl`	Natural-language-based intelligent retrieval engine for BIM object database. Comput. Ind. Songfei Wu, Qiyu Shen, Yichuan Deng, Jack C. P. Cheng
2019	J	`jnl`	Parametric modelling and evolutionary optimization for cost-optimal and low-carbon design of high-rise reinforced concrete buildings. Adv. Eng. Informatics Vincent J. L. Gan, C. L. Wong, Kam Tim Tse, Jack C. P. Cheng, Irene M. C. Lo, Chun Man Chan
2018	J	`jnl`	Automatic As-Built BIM Creation of Precast Concrete Bridge Deck Panels Using Laser Scan Data. J. Comput. Civ. Eng. Qian Wang, Hoon Sohn, Jack C. P. Cheng
2018	—	`conf`	Development and Improvement of Deep Learning Based Automated Defect Detection for Sewer Pipe Inspection Using Faster R-CNN. EG-ICE Mingzhu Wang, Jack C. P. Cheng
2018	—	`conf`	Sensitivity Analysis of Door Gap Size and Solar Effect on Multi-zone Indoor Airflow CFD Simulation Using BIM. EG-ICE Jack C. P. Cheng, Helen H. L. Kwok, Alison Li, Jimmy Tong, Alexis K. H. Lau
2018	—	`conf`	Towards an Ontology-based Approach for Information Interoperability Between BIM and Facility Management. EG-ICE Weiwei Chen, Keyu Chen, Jack C. P. Cheng
2017	J	`jnl`	A State-of-the-Art Review on the Integration of Building Information Modeling (BIM) and Geographic Information System (GIS). ISPRS Int. J. Geo Inf. Xin Liu, Xiangyu Wang, Graeme Wright, Jack C. P. Cheng, Xiao Li, Rui Liu
2017	J	`jnl`	Automated Estimation of Reinforced Precast Concrete Rebar Positions Using Colored Laser Scan Data. Comput. Aided Civ. Infrastructure Eng. Qian Wang, Jack C. P. Cheng, Hoon Sohn
2017	J	`jnl`	Selection of target LEED credits based on project information and climatic factors using data mining techniques. Adv. Eng. Informatics M. A. Jun, Jack C. P. Cheng
2017	J	`jnl`	Trends and Opportunities of BIM-GIS Integration in the Architecture, Engineering and Construction Industry: A Review from a Spatio-Temporal Statistical Perspective. ISPRS Int. J. Geo Inf. Yongze Song, Xiangyu Wang, Yi Tan, Peng Wu, Monty Sutrisna, Jack C. P. Cheng, Keith Hampson
2015	J	`jnl`	A review of the efforts and roles of the public sector for BIM adoption worldwide. J. Inf. Technol. Constr. Jack C. P. Cheng, Qiqi Lu
2015	J	`jnl`	Automatic Transformation of Different Levels of Detail in 3D GIS City Models in CityGML. Int. J. 3 D Inf. Model. Yichuan Deng, Jack C. P. Cheng
2015	J	`jnl`	Formulation and analysis of dynamic supply chain of backfill in construction waste management using agent-based modeling. Adv. Eng. Informatics Vincent J. L. Gan, Jack C. P. Cheng
2015	J	`jnl`	Mapping BIM schema and 3D GIS schema semi-automatically utilizing linguistic and text mining techniques. J. Inf. Technol. Constr. Jack C. P. Cheng, Yichuan Deng, Chimay J. Anumba
2014	J	`jnl`	A BIM-based web service framework for green building energy simulation and code checking. J. Inf. Technol. Constr. Jack C. P. Cheng, Moumita Das
2012	C	`conf`	Collaborative System for HK-BEAM Green Building Certification. CDVE Jack C. P. Cheng, Vignesh Venkataraman
2011	C	`conf`	Improving Collaboration in the Construction Industry through Context-Aware Web Services. CDVE Jack C. P. Cheng, Moumita Das
2011	C	`conf`	RFID Supported Cooperation for Construction Waste Management. CDVE Jack C. P. Cheng, Lauren Y. H. Ma
2010	J	`jnl`	Modeling and monitoring of construction supply chains. Adv. Eng. Informatics Jack C. P. Cheng, Kincho H. Law, Hans Bjornsson, Albert T. Jones, Ram D. Sriram