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Jianhua Zhang

Tianjin University of Technology

School of Management, Tianjin University of Techn

Tianjin, 300384

China

  • Tianjin University of Technology

SCHOLARLY PAPERS

6

DOWNLOADS

292

TOTAL CITATIONS

0

Scholarly Papers (6)

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1.

Svd-Kd: Svd-Based Hidden Layer Feature Extraction for Knowledge Distillation

Number of pages: 25 Posted: 15 Apr 2024
Jianhua Zhang, Yi Gao, Mian Zhou, Ruyu Liu, Xu Cheng, Saša V. Nikolić and Shengyong Chen
Tianjin University of Technology, Tianjin University of Technology, Tianjin University of Technology, Hangzhou Normal University, Smart Innovation Norway, affiliation not provided to SSRN and Tianjin University of Technology
Downloads 94 (736,406)

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Knowledge Distillation, Singular Value Decomposition, deep learning, Computer Vision, Model compression

2.

Solar PV Installation Potential Assessment on Building Facades Based on Vision and Language Foundation Models

Number of pages: 31 Posted: 17 Sep 2025
Ruyu Liu, Dongxu Zhuang, Jianhua Zhang, Arega Getaneh Abate, Per Sieverts Nielsen, Ben Wang and Xiufeng Liu
Technical University of Denmark, Tianjin University of Technology, Tianjin University of Technology, Technical University of Denmark - Department of Technology, Management and Economics, Technical University of Denmark, Hangzhou Normal University and Technical University of Denmark
Downloads 58 (989,921)

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Solar PV potential, Large Language Models, Semantic segmentation, Urban building facades, Building-Integrated Photovoltaics (BIPV), Automated assessment

3.

Let-Up: A Lightweight, Efficient Binarized Transformer for Point Cloud Upsampling

Number of pages: 15 Posted: 17 May 2024
Yunrui Zhu, Zhiyong Zhang, Ruyu Liu, Jianhua Zhang, Xu Cheng and Shengyong Chen
Tianjin University of Technology, Tianjin University of Technology, Hangzhou Normal University, Tianjin University of Technology, Smart Innovation Norway and Tianjin University of Technology
Downloads 53 (1,031,043)

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Transformer, Binary neural network, Point cloud upsampling, Deep learning, Lightweight

4.

Solar PV Installation Potential Assessment on Building Facades Based on Vision and Language Foundation Models

Number of pages: 33 Posted: 30 Jan 2026 Last Revised: 06 May 2026
Ruyu Liu, Dongxu Zhuang, Arega Getaneh Abate, Per Sieverts Nielsen, Ben Wang, Xiufeng Liu and Jianhua Zhang
Technical University of Denmark, Tianjin University of Technology, Technical University of Denmark - Department of Technology, Management and Economics, Technical University of Denmark, Hangzhou Normal University, Technical University of Denmark and Tianjin University of Technology
Downloads 39 (1,209,354)

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Solar PV potential, Large Language Models, Semantic segmentation, Urban building facades, Building-Integrated Photovoltaics (BIPV), Automated assessment

5.

A Lightweight Frequency Multilayer Perceptron for Sea State Estimation Based on Ship Motion Data

Number of pages: 17 Posted: 06 May 2025
Jianrong Gu, Xiaorui Zhang, Mengna Liu, Tianjiao Li, Xu Cheng and Jianhua Zhang
Tianjin University of Technology, Tianjin University of Technology, Tianjin University of Technology, Tianjin University of Technology, Smart Innovation Norway and Tianjin University of Technology
Downloads 25 (1,385,945)

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Autonomous ship, multilayer perceptron, hybrid time-frequency, sea state estimation, time series classification, Lightweight model

6.

Automated Building Facade PV Potential Assessment via Semantic Perceptionand Spatial Reasoning

Number of pages: 33 Posted: 21 Jan 2026
Ruyu Liu, Dongxu Zhuang, Arega Getaneh Abate, Per Sieverts Nielsen, Ben Wang, Xiufeng Liu and Jianhua Zhang
Technical University of Denmark, Tianjin University of Technology, Technical University of Denmark - Department of Technology, Management and Economics, Technical University of Denmark, Hangzhou Normal University, Technical University of Denmark and Tianjin University of Technology
Downloads 23 (1,448,301)

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Solar PV potential, Large Language Models, Semantic segmentation, Urban building facades, Building-Integrated Photovoltaics (BIPV), Automated assessment