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Zhonghua Liu

columbia university

18H-index
94Paper Count
1.1KCitation Count
Published Papers 39
Publication Date
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CISA-YOLO: rarity-aware detection model for autonomous driving corner cases
errMultimedia Systems
IF3.1
err2026-10-15
err0
PREAI
errJunbiao Li; Zhonghua Liu; Guofei Zhang; Weihua Ou
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A multi-View graph attention network for spatial domain identification in spatial transcriptomics
errExpert Systems with Applications
IF7.5
err2026-08-24
err0
PREAI
errYumei Hou; Minhao Yao; Tong Han; Yuanhang Cai; Zhonghua Liu; Baoshan Ma
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errSave
FlowAdapt-GS: Dual Optical Flow Supervision With Adaptive Keyframe Sampling for Endoscopic 4D Reconstruction
errIEEE Signal Processing Letters
IF3.9
err2026-06-08
err0
PREAI
errZhihao Yang; Zhonghua Liu; Hao Xiong; Weihua Ou; Kaibing Zhang
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errSave
D2MNet: Difference-Aware Decoupling and Multi-Prompt Learning for Medical Difference Visual Question Answering
errJournal of Imaging
IF3.3
err2026-04-09
err0
errOAAI
errLingge Lai; Weihua Ou; Jianping Gou; Zhonghua Liu
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Correction: Early inhibition of BRD4 facilitates iPSC reprogramming via accelerating rDNA dynamic expression
errBMC Biology
IF4.5
err2025-12-12
err0
errOAAI
errZhijing Zhang; Xinglin Hu; Yuchen Sun; Lei Lei; Zhonghua Liu
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errSave
Improving forest age estimation to understand subtropical forest regrowth dynamics using deep learning image segmentation of time-series historical aerial photographs
errREMOTE SENSING IN ECOLOGY AND CONSERVATION
IF4.3
err2025-11-01
err0
errOAAI
errLaw, Ying Ki; Gu, Yi-fei; Liu, Shuwen; Song, Guangqin; Chan, Aland H. Y.; Tse, Cham Man; Liu, Zhonghua; Ledger, Martha J.; Hau, Billy C. H.; Abbas, Sawaid; Wu, Jin
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Lightweight completion with high-order semantic attributes for heterogeneous sparse attribute graph learning
errKnowledge-Based Systems
IF7.6
err2025-09-24
err0
PREAI
errYuanjun Yang; Weihua Ou; Yunshun Wu; Jiamin Chen; Hao Tian; Jianping Gou; Zhonghua Liu; Bineng Zhong
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errSave
Adaptive batch-fusion self-supervised learning for ultrasound image pretraining
errComputerized Medical Imaging and Graphics
IF4.9
err2025-07-08
err0
PREAI
errJiansong Zhang; Xiuming Wu; Shunlan Liu; Yuling Fan; Yongjian Chen; Guorong Lyu; Peizhong Liu; Zhonghua Liu; Shaozheng He
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errSave
MSFSegNet: A multi-scale feature fusion model for instance segmentation in adult liver ultrasound images
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2025-07-01
err0
PREAI
errWu, Xiuming; Yu, Weifeng; Zhang, Lei; Zhang, Jiansong; Fan, Yuling; Zheng, Lan; Liu, Zhonghua
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errSave
Discriminative approximate regression projection for feature extraction
errINFORMATION FUSION
IF15.5
err2025-05-29
err0
PREAI
errLiu, Zhonghua; Zhu, Fa; Vasilakos, Athanasios V.; Chen, Xingchi; Zhao, Qiang
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errSave
Unsupervised Vast-Receptive-Field attention for blind Super-Resolution
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-04-01
err0
PREAI
errYin, Pengfei; Liu, Zhonghua; Ou, Weihua; Zhang, Kaibing
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errSave
Fringe pattern preprocessing via adaptive multidirectional empirical mode decomposition
errOPTICS EXPRESS
IF3.3
err2024-11-14
err0
errOAAI
errLiang, Lingfei; Liu, Zhonghua
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errSave
Domain adaptive learning based on equilibrium distribution and dynamic subspace approximation
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-09-01
err12
PREAI
errLiu, Zhonghua; Wang, Tiansheng; Zhu, Fa; Chen, Xingchi; Pelusi, Danilo; Vasilakos, Athanasios V.
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SEG-LUS: A novel ultrasound segmentation method for liver and its accessory structures based on muti-head self-attention
errCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS
IF4.9
err2024-04-01
err5
PREAI
errZhang, Lei; Wu, Xiuming; Zhang, Jiansong; Liu, Zhonghua; Fan, Yuling; Zheng, Lan; Liu, Peizhong; Song, Haisheng; Lyu, Guorong
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errSave
Weighted non-negative matrix factorization based on adaptive robust local sparse graph
errMULTIMEDIA TOOLS AND APPLICATIONS
IF3
err2023-05-09
err1
PREAI
errZhang, Guifang; Chen, Jiaxin; Lu, Wenpeng; Liu, Zhonghua
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errSave
Domain adaptation based on feature fusion and multi-attention mechanism*
errCOMPUTERS & ELECTRICAL ENGINEERING
IF4.9
err2023-05-01
err5
PREAI
errWang, Tiansheng; Liu, Zhonghua; Ou, Weihua; Huo, Hua
errShare
errSave
Dynamic classifier approximation for unsupervised domain adaptation
errSIGNAL PROCESSING
IF3.6
err2023-05-01
err8
PREAI
errLiu, Zhonghua; Shi, Kaiming; Niu, Danmei; Huo, Hua; Zhang, Kaibing
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errSave
Facial expression recognition based on improved depthwise separable convolutional network
errMULTIMEDIA TOOLS AND APPLICATIONS
IF3
err2022-11-23
err11
errOAAI
errHuo, Hua; Yu, YaLi; Liu, ZhongHua
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errSave
Low-resolution face recognition based on feature-mapping face hallucination
errCOMPUTERS & ELECTRICAL ENGINEERING
IF4.9
err2022-07-01
err8
PREAI
errLi, Sisi; Liu, Zhonghua; Wu, Di; Huo, Hua; Wang, Haijun; Zhang, Kaibing
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errSave
Unsupervised domain adaptation based on adaptive local manifold learning
errCOMPUTERS & ELECTRICAL ENGINEERING
IF4.9
err2022-05-01
err5
PREAI
errShi, Kaiming; Liu, Zhonghua; Lu, Wenpeng; Ou, Weihua; Yang, Chunlei
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errSave

Research Directions

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Co-authors
Cooperation Journals
A
Athanasios V. Vasilakos
H-index: 132 · Papers: 1.1K
刘玮 cover
刘玮 (Wei Liu)
H-index: 109 · Papers: 1.6K
王龙 cover
王龙 (Long Wang)
H-index: 94 · Papers: 2.1K
张政 cover
张政 (Zheng Zhang)
H-index: 92 · Papers: 1.4K
张鸿雁 cover
张鸿雁 (Hongyan Zhang)
H-index: 57 · Papers: 564
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