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Chen Lyu

Shandong Normal University - School of Information Science and Engineering

SCHOLARLY PAPERS

9

DOWNLOADS

726

TOTAL CITATIONS

9

Scholarly Papers (9)

1.

Single UHD Image Dehazing Via Interpretable Pyramid Network

Number of pages: 28 Posted: 13 Jun 2022
Shandong Normal University, Nanjing University of Science and Technology, Shandong Normal University, Shandong Normal University - School of Information Science and Engineering and Nanjing University of Science and Technology
Downloads 272 (286,114)
Citation 6

Abstract:

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Laplacian Pyramid, Taylor approximation principle, Dehazing, Interpretability

2.

Multi-Stage Guided Code Generation for Large Language Models

Number of pages: 16 Posted: 07 Apr 2024
Yewei Han and Chen Lyu
Shandong Normal University and Shandong Normal University - School of Information Science and Engineering
Downloads 190 (422,345)

Abstract:

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Code Generation, Multi-stage, large language models, Prompt Technique

3.

Gt-Simnet: Improving Code Automatic Summarization Via Multi-Modal Similarity Networks

Number of pages: 20 Posted: 20 Dec 2021
Shandong Normal University, Shandong Normal University, Shandong Normal University, Shandong Normal University, Shandong Normal University - School of Information Science and Engineering and Shandong Normal University
Downloads 85 (823,616)

Abstract:

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Code Summarization, Local API Dependency Graph, AST, GCN

4.

4k-Haze: A Dehazing Benchmark with 4k Resolution Hazy and Haze-Free Images

Number of pages: 30 Posted: 04 Feb 2025
Fuzhou University, Nanjing University of Science and Technology, affiliation not provided to SSRN and Shandong Normal University - School of Information Science and Engineering
Downloads 47 (1,109,210)

Abstract:

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4K-HAZE dataset, CS-Mixer, GU-Net, a single GPU, real-time

5.

Low-Light Image Enhancement Via Masked Frequency-Spatial Network

Number of pages: 18 Posted: 14 Apr 2025
Shandong University, Shandong Normal University, Nanjing University of Science and Technology, Shandong Normal University - School of Information Science and Engineering and Nanjing University of Science and Technology
Downloads 40 (1,249,711)

Abstract:

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low-light image enhancement, frequency-spatial network, fast fourier transform, random masking, fourier loss, adaptive gated fusion mechanism.

6.

Defense Against Unauthorized Distillation in Image Restoration Via Feature Space Perturbation

Number of pages: 16 Posted: 06 Aug 2025
Chen Lyu, Zhuoran Zheng and Han Hu
Shandong Normal University - School of Information Science and Engineering, Nanjing University of Science and Technology and Shandong Normal University
Downloads 32 (1,304,549)

Abstract:

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Knowledge Distillation, Image Restoration Security, Singular Value Perturbation, Undistillationn Defense

7.

Physics Prior-Based Contrastive Learning for Low-Light Image Enhancement

Number of pages: 1 Posted: 14 Sep 2023
Shandong Normal University, Shandong Normal University and Shandong Normal University - School of Information Science and Engineering
Downloads 31 (1,345,526)
Citation 3

Abstract:

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image enhancement, contrastive learning, multi-scale, channel attention

8.

Label Distribution Learning Via Implicit Distribution Representation

Number of pages: 10 Posted: 04 Jul 2025
Zhuoran Zheng, Han Hu, Xin Su and Chen Lyu
Nanjing University of Science and Technology, Shandong Normal University, Fuzhou University and Shandong Normal University - School of Information Science and Engineering
Downloads 21 (1,448,301)

Abstract:

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label distribution learning, Implicit Neural Representation, Gaussian Prior Constraints

9.

Hazy Pedestrian Trajectory Prediction via Physical Priors and Graph-Mamba

Number of pages: 43 Posted: 17 Apr 2026
Shandong Normal University, Nanjing University of Science and Technology, Shandong Normal University, Shandong Normal University, Shandong Normal University, Shandong Jiaotong University and Shandong Normal University - School of Information Science and Engineering
Downloads 8 (1,555,090)

Abstract:

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Pedestrian trajectory prediction, Atmospheric Scattering Model, Graph Neural Networks, state space model, Mamba