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郑

郑紫阳 (Ziyang Zheng)

shanghai jiao tong university

8H-index
70Paper Count
285Citation Count
Published Papers 11
Publication Date
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Learnable Geometric Filter Banks for Multiscale Representation of 3-D Shapes
errIEEE Transactions on Signal Processing
IF5.8
err2026-06-29
err0
PREAI
errJunyu Zhou; Wenrui Dai; Junni Zou; Ziyang Zheng; Shaohui Li; Chenglin Li; Hongkai Xiong
errShare
errSave
Information-Theoretic Optimization for Task-Adapted Compressed Sensing Magnetic Resonance Imaging
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2026-04-13
err0
PREAI
errXinyu Peng; Ziyang Zheng; Wenrui Dai; Duoduo Xue; Shaohui Li; Chenglin Li; Junni Zou; Hongkai Xiong
errShare
errSave
Sparse Representation via Unfolding ℓ0-Regularized Dictionary Learning for Image Restoration
errIEEE Transactions on Circuits and Systems for Video Technology
IF11.1
err2026-03-31
err0
PREAI
errYifan Zhao; Ziyang Zheng; Wenrui Dai; Yong Li; Duoduo Xue; Chenglin Li; Junni Zou; Hongkai Xiong
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errSave
Unfolding Convolutional Sparse Coding With Low-rank-Guided Hybrid Priors for Image Denoising
errACM Transactions on Multimedia Computing Communications and Applications
IF6
err2026-03-01
err1
PREAI
errZhao, Yifan; Zheng, Ziyang; Xue, Duoduo; Li, Yong; Dai, Wenrui; Li, Chenglin; Zou, Junni; Xiong, Hongkai
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errSave
Stable Representation Learning via Generalized Learnable Graph Scattering Transform
errIEEE Transactions on Signal Processing
IF5.8
err2026-02-04
err0
PREAI
errShiyu Liu; Wenrui Dai; Shaohui Li; Ziyang Zheng; Junni Zou; Hongkai Xiong
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errSave
Hybrid Mutation Mechanism-Based Moth-Flame Optimization with Improved Flame Update Mechanism for Multi-Objective Engineering Problems
errMathematics
IF2.2
err2025-12-29
err0
PREAI
errLi, Zhifu; Zheng, Ziyang; Huang, Haotong; Liu, Haiming; Huang, Peisheng; Ma, Ge
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errSave
Deep convolutional and fully-connected DNA neural networks
errNature Communications
IF15.7
err2025-11-27
err0
errOAAI
errXiao Liu; Ziyang Zheng; Pei Liu; Zheng Yang; Hao Hu; Meng Wu; Xiaoding Lou; Fan Xia; Kaixiong Tao; Longjie Li; Jun Dai; Xianjin Xiao
errShare
errSave
Deep Equilibrium Model With Weighted Densely-Connected Iteration Differences for Convergent Image Restoration
errIEEE Journal of Selected Topics in Signal Processing
IF13.7
err2025-11-14
err0
PREAI
errZiyang Zheng; Wenrui Dai; Jingwei Liang; Xinyu Peng; Duoduo Xue; Hongkai Xiong
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errSave
Dual adaptive training of photonic neural networks
errNATURE MACHINE INTELLIGENCE
IF23.9
err2023-09-28
err18
PREAI
errZheng, Ziyang; Duan, Zhengyang; Chen, Hang; Yang, Rui; Gao, Sheng; Zhang, Haiou; Xiong, Hongkai; Lin, Xing
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errSave
All-optical graph representation learning using integrated diffractive photonic computing units
errSCIENCE ADVANCES
IF12.5
err2022-06-17
err53
errOAAI
errYan, Tao; Yang, Rui; Zheng, Ziyang; Lin, Xing; Xiong, Hongkai; Dai, Qionghai
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errSave
Detail enhancement of blurred infrared images based on frequency extrapolation
errINFRARED PHYSICS & TECHNOLOGY
IF3.4
err2016-05-01
err7
PREAI
errXu, Fuyuan; Zeng, Deguo; Zhang, Jun; Zheng, Ziyang; Wei, Fei; Wang, Tiedan
errShare
errSave

Research Directions

多媒体信号处理 物理（光学）神经网络
Co-authors
Cooperation Journals
戴
戴琼海 (Qionghai Dai)
H-index: 94 · Papers: 1.0K
夏
夏帆 (Fan Xia)
H-index: 88 · Papers: 832
X
Xiaoding Lou
H-index: 63 · Papers: 283
K
Kaixiong Tao
H-index: 51 · Papers: 433
S
Shixuan Wang
H-index: 48 · Papers: 380
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