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J

Jack C.P. Cheng

Hong Kong University of Science and Technology

71H-index
421Paper Count
1.6WCitation Count
Published Papers 160
Publication Date
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Empowering building emergency response with large language models and BIM-Based knowledge graphs
errAdvanced Engineering Informatics
IF9.9
err2026-04-19
err0
PREAI
errFangzhou Lin; Mingkai Li; Boyu Wang; Qian Wang; Xiao Zhang; Jack C.P. Cheng; Zhengyi Chen
errShare
errSave
Enhancing geo-localization for crowdsourced flood imagery via LLM-guided attention
errcomputers, environment and urban systems
IF0
err2026-04-11
err0
errOAAI
errFengyi Xu; Jun Ma; Waishan Qiu; Cui Guo; Jack C.P. Cheng
errShare
errSave
Constructability-aware Physics-Informed Graph Neural Networks for surrogate-assisted optimization design of rebar in concrete beams
errAutomation in Construction
IF11.5
err2026-01-07
err0
PREAI
errLuis F. Verduzco; Jack C.P. Cheng; Mingkai Li; Lufeng Wang
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errSave
Blockchain-Based Platform for Secure Second-Hand Housing Trade: Requirement Identification, Functions Analysis, and Prototype Development
errBuildings 2025, Vol. 15, Page 4563
IF3.1
err2025-12-18
err0
errOAAI
errYi-Hsin Lin; Zhicong Hou; Jun Zhang; Xingyu Tao; Jack C. P. Cheng; Heng Li
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errSave
IUTF Dataset: Enabling Cross-Border Resource for Analysing the Impact of Rainfall on Urban Transportation
errScientific Data
IF6.9
err2025-11-29
err0
errOAAI
errXuhui Lin; Qiuchen Lu; Long Chen; Jack Chin Pang Cheng; Jiayi Yan; Jingke Hong; Pengjun Zhao
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errSave
Automated carbon-aware assessment of openBIM-based ductwork design using knowledge graph–augmented LLM multi-agent framework
errAutomation in Construction
IF11.5
err2025-10-30
err0
PREAI
errYuqing Xu; Ang Li; Xiaowen Guo; Jeff C.F. Chan; Xingbo Gong; Helen H.L. Kwok; Jack C.P. Cheng
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errSave
Automated “E”-aware data processing for construction ESG using building information modeling and large language model
errAdvanced Engineering Informatics
IF9.9
err2025-09-30
err0
PREAI
errXingbo Gong; Xingyu Tao; Yuqing Xu; Helen H.L. Kwok; Weiwei Chen; Da Shi; Dezhi Li; Jack C.P. Cheng
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errSave
Automated simulation modeling and sustainable performance evaluation for flat layout design
errAutomation in Construction
IF11.5
err2025-09-27
err0
PREAI
errWenli Liu; Zhaoji Wu; Xingyu Tao; Helen H.L. Kwok; Jack C.P. Cheng
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errSave
Enhanced MEP construction progress tracking using panoramic mobile positioning and optimized pipeline segmentation
errAutomation in Construction
IF11.5
err2025-09-06
err0
PREAI
errWei Wei; Yujie Lu; Ruihan Bai; Lijian Zhong; Yufan Chen; Yijun Lin; Jack C.P. Cheng
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errSave
Enhancing visual-LLM for construction site safety compliance via prompt engineering and Bi-stage retrieval-augmented generation
errAutomation in Construction
IF11.5
err2025-08-29
err0
PREAI
errKoi Xiaowen Guo; Peter Kok-Yiu Wong; Jack C.P. Cheng; Chak-Fu Chan; Pak-Him Leung; Xingyu Tao
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errSave
Enhancing semantic segmentation of MEP scenes with deep learning and BIM-generated synthetic point clouds
errAdvanced Engineering Informatics
IF9.9
err2025-08-05
err0
PREAI
errHongzhe Yue; Qian Wang; Hong Huang; Xin Xia; Hai Fang; Jack C.P. Cheng
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errSave
Occupancy-driven HVAC control optimization via LSTM and deep reinforcement learning for enhanced indoor air quality, thermal comfort and energy efficiency
errBuilding and Environment
IF7.6
err2025-07-29
err0
PREAI
errFangli Hou; Jack C.P. Cheng; Jun Ma; Helen H.L. Kwok; Cong Huang; Zhaoji Wu
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errSave
A point cloud dataset and deep learning method for semantic segmentation of underground garages
errComputer-Aided Civil and Infrastructure Engineering
IF9.1
err2025-07-24
err0
errOAAI
errHongzhe Yue; Qian Wang; Yang Su; Hai Fang; Jack C. P. Cheng; Mingyu Zhang
errShare
errSave
Advancing BIM information retrieval with an LLM-based query-domain-specific language and library code function alignment system
errAutomation in Construction
IF11.5
err2025-07-07
err0
PREAI
errPeizhuo Guo; Huiyuan Xue; Jun Ma; Jack Chin Pang Cheng
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errSave
An interactive system for 3D spatial relationship query by integrating tree-based element indexing and LLM-based agent
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2025-07-01
err0
PREAI
errLi, A; Wong, PKY; Tao, XY; Ma, J; Cheng, JCP
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errSave
Large language model applications in disaster management: An interdisciplinary review
errInternational Journal of Disaster Risk Reduction
IF4.5
err2025-06-26
err0
PREAI
errFengyi Xu; Jun Ma; Nan Li; Jack C.P. Cheng
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errSave
Actual construction cost prediction using hypergraph deep learning techniques
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2025-05-01
err0
PREAI
errLiu, Hao; Li, Mingkai; Cheng, Jack C. P.; Anumba, Chimay J.; Xia, Liqiao
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errSave
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
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2025-05-01
err0
PREAI
errWang, BY; Lin, FZ; Li, MK; Liang, ZY; Chen, ZY; Wang, MZ; Cheng, JCP
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errSave
Optimized UAV view planning for high-quality 3D reconstruction of buildings using a modified sparrow search algorithm
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2025-05-01
err0
PREAI
errLiang, ZY; Yang, L; Liang, ZL; Chan, JCF; Zhang, ZJ; Wang, MZ; Cheng, JCP
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errSave
Developing surrogate models for the early-stage design of residential blocks using graph neural networks
errBUILDING SIMULATION
IF5.9
err2025-01-22
err1
errOAAI
errWu, Zhaoji; Li, Mingkai; Liu, Wenli; Cheng, Jack C. P.; Wang, Zhe; Kwok, Helen H. L.; Huang, Cong; Hou, Fangli
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errSave

Research Directions

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Co-authors
Cooperation Journals
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李恒 (Heng Li)
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王翔宇 (Xiangyu Wang)
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王伟 cover
王伟 (Wei Wang)
H-index: 86 · Papers: 1.4K
X
Xin Xia
H-index: 76 · Papers: 577
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