Ziheng Zhang

Publications

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

Published or accepted

4 papers

  1. [1]

    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). DOI

  2. [2]

    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). DOI

  3. [3]

    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). DOI

  4. [4]

    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). DOI

Under review

7 papers

  1. [5]

    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. Minor revision.

  2. [6]

    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. Major revision.

  3. [7]

    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. [8]

    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. Major revision.

  5. [9]

    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. Major revision.

  6. [10]

    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]

    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. Overview figure

In preparation

4 papers

  1. [12]

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

    Zhang, Z., and Zhang, W.*

    Advanced Engineering Informatics (target venue).

  2. [13]

    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. [14]

    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]

    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).