Ziheng Zhang

Publications

The list and numbering match my CV (PDF). An asterisk (*) marks the corresponding author.

Published or accepted

4 papers

  1. Review

    [1]J. Constr. Eng. Manage. 2026PublishedDOI

    Integrating Mixed Reality with Key Digital Technologies for Elevating On-site Construction Efficiency: An Integrative Review and Framework

    Zhang, Z., Ghosh Mondal, T., Yang, X., and Fu, Y.*

    ASCE Journal of Construction Engineering and Management, 152(10), 03126011 (2026).

  2. Geometric QA

    [2]J. Comput. Civ. Eng. 2026PublishedDOI

    Automated Noncontact Geometric Quality Assessment of Building Elements Integrating Mixed Reality, Depth Sensing, and Vision Foundation Model

    Zhang, Z., Ghosh Mondal, T., Yang, X., and Fu, Y.*

    ASCE Journal of Computing in Civil Engineering, 40(1), 04025130 (2026).

  3. [3]Adv. Eng. Inform. 2027PublishedDOI

    Gaze-Driven Mixed Reality for Dimensional Quality Assessment of Timber Components Using a Few-Shot RGB-D Vision Foundation Model

    Zhang, Z., Yang, X., Fu, Y.*, and Ghosh Mondal, T.

    Advanced Engineering Informatics, 77, 105186 (2027).

  4. Human in the loop

    [4]IEEE ICHMS 2026PublishedDOI

    Human-in-the-Loop Rebar Inspection: Integrating Vision Foundation Model with Mixed Reality for Construction Quality Assurance

    Zhang, Z.*, Ghosh Mondal, T., and Yang, X.

    2026 IEEE International Conference on Human-Machine Systems (ICHMS), Singapore, 452–457 (2026).

Under review

7 papers

  1. [5]Autom. Constr.Minor revision

    Automated Rebar Spacing Measurement in Mixed Reality Using RebarSAM and Monocular Depth Estimation

    Zhang, Z., Yang, X., Fu, Y.*, and Ghosh Mondal, T.

    Automation in Construction.

  2. PPVC scheduling

    [6]IEEE Trans. Ind. Inform.Under review

    Time-Lag-Aware Deep Reinforcement Learning for Flexible Job-Shop Scheduling in PPVC Module Factories

    Zhang, Z., and Zhang, W.*

    IEEE Transactions on Industrial Informatics.

  3. Review

    [7]Autom. Constr.Under review

    Learning to Schedule in Construction and Built-Environment Operations: A Systematic Critical Review of Deep Reinforcement Learning, Graph Neural Networks, and Multi-Agent Approaches

    Zhang, Z.*, Ku Chia, T. P., and Zhang, W.*

    Automation in Construction.

  4. Open benchmark

    [8]J. Comput. Civ. Eng.Major revision

    FM-CrossTraining: Computational Framework and Open Benchmark for Multiskill Maintenance Dispatching

    Zhang, Z.*, and Ku Chia, T. P.

    ASCE Journal of Computing in Civil Engineering.

  5. Prioritization

    [9]J. Infrastruct. Syst.Major revision

    Which Assets Deserve Attention First? Metric Choice and Budget Risk in Maintenance Prioritization from Infrastructure Work-Order Records

    Ku Chia, T. P., Hu, F., and Zhang, Z.*

    ASCE Journal of Infrastructure Systems.

  6. Decision map

    [10]J. Comput. Civ. Eng.Under review

    An Open CMMS-Derived Benchmark for Building-Maintenance Work-Order Dispatching with a Decision Map Keyed on Crew Utilization

    Zhang, Z.*, Ku Chia, T. P., and Tang, J.

    ASCE Journal of Computing in Civil Engineering.

  7. [11]Adv. Eng. Inform.Under reviewOverview figure

    CertiGATE: A Guard Benchmark and Quality-Certificate Protocol for Large Language Model-Based Work-Order Scheduling in Facility Management

    Zhang, Z.*, Ku Chia, T. P., Yang, X., Chang, X., Wang, S., and Zhang, W.*

    Advanced Engineering Informatics.

In preparation

4 papers

  1. Timing rules

    [12]Target: IEEE Trans. Ind. Inform.In preparation

    PACT: Policy Across Composable Timing Rules with a Certified Reward for Flexible Job-Shop Scheduling

    Zhang, Z., and Zhang, W.*

    IEEE Transactions on Industrial Informatics (target venue).

  2. Shared transport

    [13]Target: IEEE Trans. Autom. Sci. Eng.In preparation

    BOLT: Multi-Bottleneck Bound-Guided Learning for Flexible Job-Shop Scheduling with Time Lags and Resource-Coupled Transport

    Zhang, Z., and Zhang, W.*

    IEEE Transactions on Automation Science and Engineering (target venue).

  3. Supervisor overrides

    [14]In preparation

    SURGE: A Human-in-the-Loop Framework That Recovers Hidden Urgency from Supervisor Overrides and Applies It to Every Maintenance Dispatch

    Ku Chia, T. P., and Zhang, Z.*

  4. [15]Target: Autom. Constr.In preparation

    VeriBIM: Natural-Language Editing of IFC Building Models with a Verifier-Trained, Locally Deployable Language Model

    Zhang, Z., and Zhang, W.*

    Automation in Construction (target venue).