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Mengnan Shi

Effective compaction power index for real-time compaction quality assessment of coarse-grained geomaterials: Proposal and comparative study
2022 · Mengnan Shi, Jiajun Wang, et al. · Construction and Building Materials · 45
Generative AI-powered architectural exterior conceptual design based on the design intent
2024 · Mengnan Shi, JoonOh Seo, et al. · Journal of Computational Design and Engineering · 44
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Vision based nighttime pavement cracks pixel level detection by integrating infrared visible fusion and deep learning
2024 · Mengnan Shi, Hongtao Li, et al. · Construction and Building Materials · 38
Evaluation of Compaction Quality Based on SVR with CFA: Case Study on Compaction Quality of Earth-Rock Dam
2018 · Jiajun Wang, Denghua Zhong, et al. · Journal of Computing in Civil Engineering · 34
Accelerated Earth-Rockfill Dam Compaction by Collaborative Operation of Unmanned Roller Fleet
2022 · Mengnan Shi, Jiajun Wang, et al. · Journal of Construction Engineering and Management · 29
Dynamic hyperparameter tuning-based path tracking control for robotic rollers working on earth-rock dam under complex construction conditions
2022 · Shiwei Guan, Jiajun Wang, et al. · Automation in Construction · 28
Automatic Modeling for Concrete Compressive Strength Prediction Using Auto-Sklearn
2022 · M. Shi, Weigang Shen · Buildings · 22
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Vision-Based Detection Method for Construction Site Monitoring by Integrating Data Augmentation and Semisupervised Learning
2024 · Mengnan Shi, Chen Chen, et al. · Journal of Construction Engineering and Management · 20
Automated recognition of construction worker activities using multimodal decision-level fusion
2025 · Yue Gong, JoonOh Seo, et al. · Automation in Construction · 17
Prediction of coronary artery disease based on facial temperature information captured by non-contact infrared thermography
2024 · Minghui Kung, Juntong Zeng, et al. · BMJ Health & Care Informatics · 17
Proposal Distribution Calibration for Few-Shot Object Detection
2023 · Bohao Li, Chang Liu, et al. · IEEE Transactions on Neural Networks and Learning Systems · 11
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Weakly supervised deep learning-based concrete aggregates automatic segmentation for assessing separation degree
2023 · Mengnan Shi, Tianbo Hua, et al. · Journal of Building Engineering · 9
Fluid–Solid Coupling Based on a Refined Fractured Rock Model and Stochastic Parameters: A Case Study of the Anti-Sliding Stability Analysis of the Xiangjiaba Project
2017 · Denghua Zhong, Zhen Wang, et al. · Rock Mechanics and Rock Engineering · 9
Self-supervised inter–intra period-aware ECG representation learning for detecting atrial fibrillation
2024 · Xiangqian Zhu, Mengnan Shi, et al. · Biomedical Signal Processing and Control · 8
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Comprehensive Evaluation for Real-Time Compaction Quality Using i-AHP and i-GAM: Case Study of Earth-Rock Dam
2019 · Minghui Liu, Xiaoling Wang, et al. · Applied Sciences · 8
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A scalable convolutional neural network for task-specified scenarios via knowledge distillation
2017 · Mengnan Shi, Fei Qin, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 7
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Accurate and reliable vision-based tunnel face rock mass classification by explainable deep learning
2025 · Mengnan Shi, Yun Chen, et al. · Tunnelling and Underground Space Technology · 5
Hydropower projects investment estimation artificial intelligence model by similarity measure-based few-shot machine learning
2025 · Mengnan Shi, Xinyu Qu, et al. · Engineering Applications of Artificial Intelligence · 5
Explicit Margin Equilibrium for Few-Shot Object Detection
2024 · Chang Liu, Bohao Li, et al. · IEEE Transactions on Neural Networks and Learning Systems · 5
Self-supervised feature-gate coupling for dynamic network pruning
2024 · Mengnan Shi, Chang Liu, et al. · Pattern Recognition · 3
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CAWSNet: Channel attention weight sharing network for single image denoising
2025 · Yun Chen, Mengnan Shi, et al. · Knowledge-Based Systems · 2
Non-negative Tensor Factorization for Speech Enhancement
2016 · Liang He, Weiqiang Zhang, et al. · 2
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Explainable fine-grained visual classification via structured semantic representation learning for construction machinery
2025 · Tianyu Gao, Mengnan Shi, et al. · Knowledge-Based Systems · 1
Beyond Masking: Demystifying Token-Based Pre-Training for Vision Transformers
2022 · Tian, Yunjie, Xie, Lingxi, et al. · arXiv (Cornell University) · 1
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Point cloud segmentation method for rock pile particle size analysis based on edge detection and region growing
2026 · Qiang Yao, Peng Ji, et al. · Journal of Engineering Research
Works count: 31
Citation count: 370
H-index: 11
I10-index: 11
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