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Z

Ziyi Liu

xidian university

7H-index
45Paper Count
220Citation Count
Published Papers 20
Publication Date
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PID: A Parameter-Efficient Isolation Domain-Incremental Learning Framework for Signal Modulation Classification
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2025-10-06
err0
PREAI
errGuanchun Wang; Ziyi Liu; Xiangrong Zhang; Yifan Chen; Yifang Zhang; Jin Zhu; Licheng Jiao
errShare
errSave
O 2Flow: Object-aware optical flow estimation
errPattern Recognition Letters
IF3.3
err2025-07-21
err0
PREAI
errZiyi Liu; Jiawei Wang; Haixu Bi; Hongmin Liu
errShare
errSave
Efficient identification of 2D/3D particle morphology parameters based on a dual-stage neural network approach
errNONDESTRUCTIVE TESTING AND EVALUATION
IF4.2
err2025-05-19
err0
PREAI
errPing Chen; Ziwei Zhao; Ziyi Liu; Yao Wei; Chaomei Liu; Bo Wang
errShare
errSave
Machine Learning-Driven Multimodal Feature Extraction and Optimization Strategies for High-Speed Railway Station Area
errLAND
IF3.2
err2025-05-09
err0
errOAAI
errLi, Xiang; Zhang, Fa; Liu, Ziyi; Wei, Yao; Dai, Runlong; Qiu, Zhiyue; Gu, Yuxin; Yuan, Hong
errShare
errSave
Predicting Short-term and Long-term Efficacy of HIFU Treatment for Uterine Fibroids Based on Clinical Information and MRI: A Retrospective Study
errACADEMIC RADIOLOGY
IF3.9
err2025-03-01
err2
PREAI
errChen, Yuan; Liu, Mali; Huang, Deqing; Liu, Ziyi; Yang, Aisen; Qin, Na; Shu, Jian
errShare
errSave
Evaluation Methods for the Human-Land Coupling Coordination Relationship in a Metro Station Area: A Case Study of Chengdu Metro Line 1
errinternational journal of accounting information systems
IF2.8
err2025-02-23
err0
errOAAI
errQiu, Zhiyue; Wen, Shirui; Yuan, Hong; Liu, Ziyi; Wei, Yao; Yanling, Siqi; Dai, Runlong; Li, Xiang; Gu, Yuxin
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errSave
Identification and Location Method of Bitter Gourd Picking Point Based on Improved YOLOv5-Seg
errAGRONOMY-BASEL
IF3.4
err2024-10-17
err0
errOAAI
errJiang, Sheng; Wei, Yechen; Lyu, Shilei; Yang, Hualin; Liu, Ziyi; Xie, Fangnan; Ao, Jiangbo; Lu, Jingye; Li, Zhen
errShare
errSave
DMGM: deformable-mechanism based cervical cancer staging via MRI multi-sequence
errPHYSICS IN MEDICINE AND BIOLOGY
IF3.4
err2024-05-30
err0
PREAI
errCheng, Junqiang; Zhao, Binnan; Liu, Ziyi; Huang, Deqing; Qin, Na; Yang, Aisen; Chen, Yuan; Shu, Jian
errShare
errSave
Fine-grained recognition of bitter gourd maturity based on Improved YOLOv5-seg model
errSCIENTIFIC REPORTS
IF3.9
err2024-05-13
err1
errOAAI
errJiang, Sheng; Ao, Jiangbo; Yang, Hualin; Xie, Fangnan; Liu, Ziyi; Yang, Shanglin; Wei, Yichen; Deng, Xijin
errShare
errSave
MFU-Net: a deep multimodal fusion network for breast cancer segmentation with dual-layer spectral detector CT
errAPPLIED INTELLIGENCE
IF3.5
err2024-03-08
err1
PREAI
errYang, Aisen; Xu, Lulu; Qin, Na; Huang, Deqing; Liu, Ziyi; Shu, Jian
errShare
errSave
Active arc suppression based MMC-HVDC DC fault adaptive reclosing
errINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF5
err2024-01-01
err1
errOAAI
errLi, Zainan; Jia, Ke; Sun, Junlei; Liu, Haolin; Liu, Ziyi; Bi, Tianshu
errShare
errSave
BiGRU-attention for Continuous blood pressure trends estimation through single channel PPG
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2024-01-01
err8
PREAI
errLiu, Ziyi; Zhang, Yiming; Zhou, Congcong
errShare
errSave
A Real-Time Detection and Maturity Classification Method for Loofah
errAGRONOMY-BASEL
IF3.4
err2023-08-16
err4
errOAAI
errJiang, Sheng; Liu, Ziyi; Hua, Jiajun; Zhang, Zhenyu; Zhao, Shuai; Xie, Fangnan; Ao, Jiangbo; Wei, Yechen; Lu, Jingye; Li, Zhen; Lyu, Shilei
errShare
errSave
ITFD: an instance-level triplet few-shot detection network under weighted pair-resampling
errAPPLIED INTELLIGENCE
IF3.5
err2023-07-01
err0
PREAI
errChen, Xin; Peng, Chaoyong; Qiu, Chunrong; Luo, Lin; Huang, Deqing; Liu, Ziyi
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errSave
Prediction of esophageal and gastric varices rebleeding for cirrhotic patients based on deep learning
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2023-03-01
err0
PREAI
errLiu, Ziyi; Xu, Lulu; Qin, Na; Yang, Aisen; Chen, Yuan; Huang, Deqing; Shu, Jian
errShare
errSave
Efficient Axillary Lymph Node Detection Via Two-stage Spatial-information-fusion-based CNN
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2022-08-01
err4
PREAI
errLiu, Ziyi; Huang, Deqing; Yang, Chunmei; Shu, Jian; Li, Jinhan; Qin, Na
errShare
errSave
High-Accuracy and Adaptive Fault Diagnosis of High-Speed Train Bogie Using Dense-Squeeze Network
errIEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
IF7.1
err2022-03-01
err14
PREAI
errZhang, Yiming; Qin, Na; Huang, Deqing; Wu, Bi; Liu, Ziyi
errShare
errSave
Prediction of Metastasis in the Axillary Lymph Nodes of Patients With Breast Cancer: A Radiomics Method Based on Contrast-Enhanced Computed Tomography
errFRONTIERS IN ONCOLOGY
IF3.3
err2021-09-20
err19
errOAAI
errYang, Chunmei; Dong, Jing; Liu, Ziyi; Guo, Qingxi; Nie, Yue; Huang, Deqing; Qin, Na; Shu, Jian
errShare
errSave
Axillary lymph node metastasis prediction by contrast-enhanced computed tomography images for breast cancer patients based on deep learning
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2021-09-01
err17
PREAI
errLiu, Ziyi; Ni, Sijie; Yang, Chunmei; Sun, Weihao; Huang, Deqing; Su, Hu; Shu, Jian; Qin, Na
errShare
errSave
Electrochemical properties of PX-phase PbTiO3 electrode for sodium ion batteries
errRSC ADVANCES
IF4.6
err2017-01-01
err4
errOAAI
errZhang, Yixiang; Ji, Muwei; Liu, Ziyi; He, Yiqing; Hu, Yao; Yang, Qinghua; Li, Bo; Wang, Jin
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
L
Licheng Jiao
H-index: 102 · Papers: 3.2K
王博 cover
王博 (Bo Wang)
H-index: 71 · Papers: 1.1K
N
Na Qin
H-index: 63 · Papers: 774
李波 cover
李波 (Bo Li)
H-index: 61 · Papers: 709
H
Hong Yuan
H-index: 60 · Papers: 167
View more