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Qinghua Hu

Tianjin University

92, Weijin Road

Nankai District

Tianjin, 300072

China

SCHOLARLY PAPERS

6

DOWNLOADS

230

TOTAL CITATIONS

2

Scholarly Papers (6)

1.

Multimodal Fusion on Low-quality  Data: A Comprehensive Survey

Number of pages: 80 Posted: 04 Jan 2026
Tianjin University, affiliation not provided to SSRN, Tianjin University, Agency for Science, Technology and Research (A*STAR) - Institute of High Performance Computing, Sichuan University, Xidian University, Tianjin University, Xidian University, Harbin Institute of Technology, Shenzhen Key Laboratory of Visual Object Detection and Recognition, Renmin University of China and Tianjin University
Downloads 108 (684,672)
Citation 1

Abstract:

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Multimodal Learning, Robustness

2.

Parallel Multi-Task Network from 2d Image to 3d Semantic Scene Completion

Number of pages: 36 Posted: 16 Nov 2023
Zonghao Lu, Bing Cao and Qinghua Hu
Tianjin University, Tianjin University and Tianjin University
Downloads 49 (1,086,013)

Abstract:

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Semantic scene completion, depth estimation, semantic segmentation, and contextual information

3.

Soft Filter Independence Guided Filter Pruning

Number of pages: 36 Posted: 03 Jul 2023
Tianjin University, SenseTime, University of Texas at Dallas - Southwestern Medical Center, affiliation not provided to SSRN and Tianjin University
Downloads 40 (1,183,237)

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Convolutional neural networks, filter pruning, filter independence

4.

Knowledge Transmission and Fusion in Large Models: Research Advances and Challenges

Number of pages: 94 Posted: 22 Apr 2026
Tianjin University, Tianjin University, Tianjin University, Tianjin University, Tianjin University, Tianjin University, Nantong University and Tianjin University
Downloads 13 (1,534,404)

Abstract:

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Knowledge transmission, sep Knowledge fusion, Foundation models, Model merging, Knowledge Distillation, Federated Learning

5.

Bi-directional Self-Registration for Misaligned Infrared-Visible Image Fusion

Number of pages: 32 Posted: 18 Feb 2026
Timing Li, Bing Cao, Qinghua Hu and Pengfei Zhu
Tianjin University, Tianjin University, Tianjin University and Tianjin University
Downloads 11 (1,541,665)
Citation 1

Abstract:

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Multi-modal Image Fusion, multi-modal image alignment, low-level vision, infrared-visible image processing

6.

CARD-Net: A Clear-Sky-Anchored Residual Decomposition Framework for Probabilistic Photovoltaic Power Forecasting

Number of pages: 30 Posted: 20 May 2026
Qinghai Minzu University, Qinghai Minzu University, Central South University, Tianjin University and Qinghai Minzu University
Downloads 9 (1,555,090)

Abstract:

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Probabilistic photovoltaic power forecasting, Uncertainty quantification, Residual decomposition, Hurdle--Sinh--Arcsinh distribution, Weather-regime imbalance, Progressive training