Shi Qiu

16 papers Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
DA-NGF: A Domain-Adaptive Neurogenerative Framework for Few-Shot Railway Fastener Defect Synthesis and Transferable Representation Learning.
Appl. Intell.
Qasim Zaheer, Haleema Ehsan, Weidong Wang, Syed Faizan Hussain Shah, Chengbo Ai, Jin Wang, Shi Qiu
2026 J jnl
Knowledge graph-based operation and maintenance risk analysis and early warning approach for railway traction power supply systems.
Eng. Appl. Artif. Intell.
Shi Qiu, Xiaojian Li, Yongjun Chen, Weidong Wang, Jin Wang, Runan Cheng, Qasim Zaheer
2026 J jnl
Multimodal graph neural network framework for railway fastener tightness assessment from high-resolution point clouds.
Eng. Appl. Artif. Intell.
Qasim Zaheer, Syed Muhammad Ahmed Hassan Shah, Weidong Wang, Haleema Ehsan, Chengbo Ai, Jin Wang, Shi Qiu
2026 J jnl
Shedding Light on Explainable AI: Insights, Challenges, and the Future of Infrastructure Management.
ISPRS Int. J. Geo Inf.
Youwen Hu, Zunaira Atta, Tariq Ur Rahman, Shi Qiu, Jin Wang, Wei Wei, Zhiyu Liang, Qasim Zaheer
2025 J jnl
Attention-guided triplet framework for synthetic data generation and semantic segmentation of railway fasteners under data scarcity and disparity.
Appl. Soft Comput.
Qasim Zaheer, Momina Malik, Syed Muhammad Ahmed Hassan Shah, Chengbo Ai, Hongzhi Wang, Zhiyu Liang, Shi Qiu
2025 — conf
KDSelector: A Knowledge-Enhanced and Data-Efficient Model Selector Learning Framework for Time Series Anomaly Detection.
SIGMOD Conference Companion
Zhiyu Liang, Dongrui Cai, Chenyuan Zhang, Zheng Liang, Chen Liang, Bo Zheng, Shi Qiu, Jin Wang, Hongzhi Wang
2025 J jnl
KDSelector: A Knowledge-Enhanced and Data-Efficient Model Selector Learning Framework for Time Series Anomaly Detection.
CoRR
Zhiyu Liang, Dongrui Cai, Chenyuan Zhang, Zheng Liang, Chen Liang, Bo Zheng, Shi Qiu, Jin Wang, Hongzhi Wang
2025 J jnl
LiDAR-Simulated Multimodal and Self-Supervised Contrastive Digital Twin Approach for Probabilistic Point Cloud Generation of Rail Fasteners.
J. Comput. Civ. Eng.
Shi Qiu, Qasim Zaheer, Syed Muhammad Ahmed Hassan Shah, Syed Faizan Hussain Shah, Weidong Wang, Chengbo Ai, Jin Wang
2025 J jnl
Quantification and Evaluation of Roughness of Initial Support Using Terrestrial Laser Scanning.
J. Comput. Civ. Eng.
Xiao Wei, Jijun Wang, Chunzhong Xiao, Qasim Zaheer, Weidong Wang, Xianhua Liu, Jin Wang, Shi Qiu
2025 J jnl
Railway-Fastener Point Cloud Segmentation and Damage Quantification Based on Deep Learning and Synthetic Data Augmentation.
J. Comput. Civ. Eng.
Weidong Wang, Haoran Niu, Shi Qiu, Jin Wang, Yangming Luo, Qasim Zaheer, Jun Peng
2025 J jnl
Vector-Quantized Variational Teacher and Multimodal Collaborative Student for Crack Segmentation via Knowledge Distillation.
J. Comput. Civ. Eng.
Shi Qiu, Qasim Zaheer, Syed Muhammad Ahmed Hassan Shah, Chengbo Ai, Jin Wang, You Zhan
2024 J jnl
A multi-degree-of-freedom monitoring method for slope displacement based on stereo vision.
Comput. Aided Civ. Infrastructure Eng.
Weidong Wang, Jun Peng, Wenbo Hu, Jin Wang, Xinyue Xu, Qasim Zaheer, Shi Qiu
2024 J jnl
Automated detection and quantification of pavement cracking around manhole.
Eng. Appl. Artif. Intell.
Jun Peng, Weidong Wang, Wenbo Hu, Chengbo Ai, Xinyue Xu, Youyin Shi, Jin Wang, Zhifa Ran, Shi Qiu
2024 — book
Digital Twin Technologies in Transportation Infrastructure Management
Wenjuan Wang, Qasim Zaheer, Shi Qiu, Weidong Wang, Chengbo Ai, Jin Wang, Sicheng Wang, Wenbo Hu
2023 J jnl
Position-track-time three-dimensional network model-based improvement for high-speed rail scheduling and operation.
Comput. Aided Civ. Infrastructure Eng.
Jin Wang, Chengbo Ai, Yongjun Chen, Runa A, Weidong Wang, Shi Qiu
2023 — conf
Semantic Segmentation of Railway Infrastructure Based on Virtual Model Synthetic Data.
ITSC
Bin Yan, Sicheng Wang, Wenbo Hu, Xianhua Liu, Weidong Wang, Yan Liu, Jin Wang, Shi Qiu