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Zhengming Ding

Indiana University Indianapolis

50H-index
260Paper Count
9.1KCitation Count
Published Papers 49
Publication Date
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Generative Mixup Networks for Zero-Shot Learning
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-03-01
err18
PREAI
errXu, Bingrong; Zeng, Zhigang; Lian, Cheng; Ding, Zhengming
errShare
errSave
MindReaD: Enhancing Pedestrian-Vehicle Interaction with Micro-Level Reasoning Data Annotation
errINTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION
IF4.9
err2024-10-04
err0
PREAI
errElahi, Md Fazle; Jing, Taotao; Ding, Zhengming; Tian, Renran
errShare
errSave
Marginalized Augmented Few-Shot Domain Adaptation
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-09-01
err8
PREAI
errJing, Taotao; Xia, Haifeng; Hamm, Jihun; Ding, Zhengming
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errSave
Rapid prediction of grain boundary network evolution in nanomaterials utilizing a generative machine learning approach
errEXTREME MECHANICS LETTERS
IF4.5
err2024-08-01
err1
PREAI
errWang, Yuheng; Kazemi, Amirreza; Jing, Taotao; Ding, Zhengming; Li, Like; Yang, Shengfeng
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errSave
Improving Targeted Mass Spectrometry Data Analysis with Nested Active Machine Learning
errADVANCED INTELLIGENT SYSTEMS
IF6.1
err2024-05-12
err0
errOAAI
errBao, Duran; Shu, Qingbo; Ning, Bo; Tang, Michael; Liu, Yubing; Wong, Noel; Ding, Zhengming; Zheng, Zizhan; Lyon, Christopher J.; Hu, Tony; Fan, Jia
errShare
errSave
Differential Refinement Network for Zero-Shot Learning
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-03-01
err4
PREAI
errTian, Yi; Zhang, Yilei; Huang, Yaping; Xu, Wanru; Ding, Zhengming
errShare
errSave
CLCLSA: Cross-omics linked embedding with contrastive learning and self attention for integration with incomplete multi-omics data
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2024-03-01
err4
errOAAI
errZhao, Chen; Liu, Anqi; Zhang, Xiao; Cao, Xuewei; Ding, Zhengming; Sha, Qiuying; Shen, Hui; Deng, Hong-Wen; Zhou, Weihua
errShare
errSave
Decouple Ego-View Motions for Predicting Pedestrian Trajectory and Intention
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2024-01-01
err1
PREAI
errZhang, Zhengming; Ding, Zhengming; Tian, Renran
errShare
errSave
Characterization of Proteoform Post-Translational Modifications by Top-Down and Bottom-Up Mass Spectrometry in Conjunction with Annotations
errJOURNAL OF PROTEOME RESEARCH
IF3.6
err2023-09-20
err9
errOAAI
errChen, Wenrong; Ding, Zhengming; Zang, Yong; Liu, Xiaowen
errShare
errSave
Deep learning for AI-based diagnosis of skin-related neglected tropical diseases: A pilot study
errPLOS NEGLECTED TROPICAL DISEASES
IF3.4
err2023-08-14
err7
errOAAI
errYotsu, Rie R. R.; Ding, Zhengming; Hamm, Jihun; Blanton, Ronald E. E.
errShare
errSave
Extreme Low-Resolution Action Recognition with Confident Spatial-Temporal Attention Transfer
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2023-03-08
err4
PREAI
errBai, Yucai; Zou, Qin; Chen, Xieyuanli; Li, Lingxi; Ding, Zhengming; Chen, Long
errShare
errSave
Generative Multi-Label Correlation Learning
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2023-02-20
err1
PREAI
errWang, Lichen; Ding, Zhengming; Lee, Kasey; Han, Seungju; Han, Jae-Joon; Choi, Changkyu; Fu, Yun
errShare
errSave
Hierarchical Lifelong Machine Learning With Watchdog
errIEEE TRANSACTIONS ON BIG DATA
IF5.7
err2023-02-01
err2
PREAI
errSun, Gan; Cong, Yang; Gu, Changjun; Tang, Xu; Ding, Zhengming; Yu, Haibin
errShare
errSave
Attention-Based Interrelation Modeling for Explainable Automated Driving
errIEEE TRANSACTIONS ON INTELLIGENT VEHICLES
IF14.3
err2023-02-01
err16
PREAI
errZhang, Zhengming; Tian, Renran; Sherony, Rini; Domeyer, Joshua; Ding, Zhengming
errShare
errSave
Generative Inference Network for Imbalanced Domain Generalization
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2023-01-01
err7
PREAI
errXia, Haifeng; Jing, Taotao; Ding, Zhengming
errShare
errSave
Rethinking Maximum Mean Discrepancy for Visual Domain Adaptation
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-01-01
err52
PREAI
errWang, Wei; Li, Haojie; Ding, Zhengming; Nie, Feiping; Chen, Junyang; Dong, Xiao; Wang, Zhihui
errShare
errSave
A zero-shot learning framework via cluster-prototype matching
errPATTERN RECOGNITION
IF7.6
err2022-04-01
err12
PREAI
errZhang, Jing; Li, Qingyong; Geng, YangLi-ao; Wang, Wen; Sun, Wenju; Shi, Chuan; Ding, Zhengming
errShare
errSave
Vehicle and Person Re-Identification With Support Neighbor Loss
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2022-02-01
err25
PREAI
errLi, Kai; Ding, Zhengming; Li, Kunpeng; Zhang, Yulun; Fu, Yun
errShare
errSave
Augmented Multimodality Fusion for Generalized Zero-Shot Sketch-Based Visual Retrieval
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2022-01-01
err15
PREAI
errJing, Taotao; Xia, Haifeng; Hamm, Jihun; Ding, Zhengming
errShare
errSave
Few-Shot Domain Adaptation via Mixup Optimal Transport
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2022-01-01
err14
PREAI
errXu, Bingrong; Zeng, Zhigang; Lian, Cheng; Ding, Zhengming
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
陈晨 cover
陈晨 (C. L. Philip Chen)
H-index: 128 · Papers: 1.5K
聂
聂飞平 (Feiping Nie)
H-index: 103 · Papers: 944
Z
Zhigang Zeng
H-index: 88 · Papers: 818
Y
Yun Fu
H-index: 84 · Papers: 607
H
Hong‐Wen Deng
H-index: 80 · Papers: 949
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