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Z

Zhanxing Zhu

university of southampton

30H-index
144Paper Count
4.5KCitation Count
Published Papers 11
Publication Date
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D2R: Dual Regularization Loss with Collaborative Adversarial Generation for Model Robustness
errARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT I
IF0
err2026-01-01
err0
PREAI
errLiu, Zhenyu; Liang, Huizhi; Ranjan, Rajiv; Zhu, Zhanxing; Snasel, Vaclav; Ojha, Varun
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SynthFormer: Equivariant pharmacophore-based generation of synthesizable molecules for ligand-based drug design
errArtificial Intelligence in the Life Sciences
IF5.4
err2026-01-01
err0
errOAAI
errJocys, Zygimantas; Zhu, Zhanxing; Willems, Henriette M. G.; Farrahi, Katayoun
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Analyzing the Implicit Bias of Adversarial Training From a Generalized Margin Perspective
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2025-09-01
err0
PREAI
errBochen Lyu; Zhanxing Zhu
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errSave
Functional Relation Field: A Model-Agnostic Framework for Multivariate Time Series Forecasting
errartificial intelligence review
IF4.6
err2024-09-01
err0
errOAAI
errLi, Ting; Yu, Bing; Li, Jianguo; Zhu, Zhanxing
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Stochastic gradient descent with random label noises: doubly stochastic models and inference stabilizer
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-03-04
err0
errOAAI
errXiong, Haoyi; Li, Xuhong; Yu, Boyang; Wu, Dongrui; Zhu, Zhanxing; Dou, Dejing
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errSave
An Annealing Mechanism for Adversarial Training Acceleration
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-02-01
err6
PREAI
errYe, Nanyang; Li, Qianxiao; Zhou, Xiao-Yun; Zhu, Zhanxing
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GrOD: Deep Learning with Gradients Orthogonal Decomposition for Knowledge Transfer, Distillation, and Adversarial Training
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2022-09-08
err10
errOAAI
errXiong, Haoyi; Wan, Ruosi; Zhao, Jian; Chen, Zeyu; Li, Xingjian; Zhu, Zhanxing; Huan, Jun
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errSave
Sampling Sparse Representations with Randomized Measurement Langevin Dynamics
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2021-02-10
err2
errOAAI
errWang, Kafeng; Xiong, Haoyi; Bian, Jiang; Zhu, Zhanxing; Gao, Qian; Guo, Zhishan; Xu, Cheng-Zhong; Huan, Jun; Dou, Dejing
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errSave
Using Generative Adversarial Networks to Break and Protect Text Captchas
errACM TRANSACTIONS ON PRIVACY AND SECURITY
IF2.8
err2020-04-17
err16
errOAAI
errYe, Guixin; Tang, Zhanyong; Fang, Dingyi; Zhu, Zhanxing; Feng, Yansong; Xu, Pengfei; Chen, Xiaojiang; Han, Jungong; Wang, Zheng
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errSave
Adversarial attacks on Faster R-CNN object detector
errNEUROCOMPUTING
IF6.5
err2020-03-01
err40
PREAI
errWang, Yutong; Wang, Kunfeng; Zhu, Zhanxing; Wang, Fei-Yue
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errSave
Supervised Distance Preserving Projections: Applications in the quantitative analysis of diesel fuels and light cycle oils from NIR spectra
errJOURNAL OF PROCESS CONTROL
IF3.9
err2015-06-01
err7
PREAI
errCorona, Francesco; Zhu, Zhanxing; de Souza Junior, Amauri Holanda; Mulas, Michela; Muru, Emanuela; Sassu, Lorenzo; Barreto, Guilherme; Baratti, Roberto
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
F
Fei‐Yue Wang
H-index: 103 · Papers: 1.8K
韩
韩军功 (Jungong Han)
H-index: 76 · Papers: 555
R
Rajiv Ranjan
H-index: 73 · Papers: 542
C
Chengzhong Xu
H-index: 70 · Papers: 865
D
Dongrui Wu
H-index: 66 · Papers: 494
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