Zhengming Ding

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 165

Top Venues

CoRR

IEEE Trans. Image Process.

AAAI

IEEE Trans. Neural Networks Learn. Syst.

Publications

Chen Zhao, Anqi Liu, Xiao Zhang, Xuewei Cao, Zhengming Ding, Qiuying Sha, Hui Shen, Hong-Wen Deng, Weihua Zhou
CLCLSA: Cross-omics linked embedding with contrastive learning and self attention for integration with incomplete multi-omics data. Comput. Biol. Medicine 170 (2024)
Taotao Jing, Lichen Wang, Naji Khosravan, Zhiqiang Wan, Zachary Bessinger, Zhengming Ding, Sing Bing Kang
iBARLE: imBalance-Aware Room Layout Estimation. WACV (2024)
Jiahua Dong, Yang Cong, Gan Sun, Zhen Fang, Zhengming Ding
Where and How to Transfer: Knowledge Aggregation-Induced Transferability Perception for Unsupervised Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 46 (3) (2024)
Gan Sun, Wenqi Liang, Jiahua Dong, Jun Li, Zhengming Ding, Yang Cong
Create Your World: Lifelong Text-to-Image Diffusion. IEEE Trans. Pattern Anal. Mach. Intell. 46 (9) (2024)
Wangguandong Zheng, Haifeng Xia, Rui Chen, Ming Shao, Siyu Xia, Zhengming Ding
Sketch3D: Style-Consistent Guidance for Sketch-to-3D Generation. CoRR (2024)
Ziyu Zhou, Anton Orlichenko, Gang Qu, Zening Fu, Vince D. Calhoun, Zhengming Ding, Yu-Ping Wang
An Interpretable Cross-Attentive Multi-modal MRI Fusion Framework for Schizophrenia Diagnosis. CoRR (2024)
Janet Wang, Yunsung Chung, Zhengming Ding, Jihun Hamm
From Majority to Minority: A Diffusion-based Augmentation for Underrepresented Groups in Skin Lesion Analysis. CoRR (2024)
Haifeng Xia, Hai Huang, Zhengming Ding
GCC: Generative Calibration Clustering. CoRR (2024)
Yi Tian, Yilei Zhang, Yaping Huang, Wanru Xu, Zhengming Ding
Differential Refinement Network for Zero-Shot Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Anton Orlichenko, Gang Qu, Ziyu Zhou, Anqi Liu, Hong-Wen Deng, Zhengming Ding, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
A Demographic-Conditioned Variational Autoencoder for fMRI Distribution Sampling and Removal of Confounds. CoRR (2024)
Gang Qu, Anton Orlichenko, Junqi Wang, Gemeng Zhang, Li Xiao, Aiying Zhang, Zhengming Ding, Yu-Ping Wang
Exploring General Intelligence via Gated Graph Transformer in Functional Connectivity Studies. CoRR (2024)
Qucheng Peng, Zhengming Ding, Lingjuan Lyu, Lichao Sun, Chen Chen
RAIN: RegulArization on Input and Network for Black-Box Domain Adaptation. IJCAI (2023)
Chen Zhao, Anqi Liu, Xiao Zhang, Xuewei Cao, Zhengming Ding, Qiuying Sha, Hui Shen, Hong-Wen Deng, Weihua Zhou
CLCLSA: Cross-omics Linked embedding with Contrastive Learning and Self Attention for multi-omics integration with incomplete multi-omics data. CoRR (2023)
Yuyang Liu, Yang Cong, Gan Sun, Zhengming Ding
Lifelong Visual-Tactile Spectral Clustering for Robotic Object Perception. IEEE Trans. Circuits Syst. Video Technol. 33 (2) (2023)
Janet Wang, Yunbei Zhang, Zhengming Ding, Jihun Hamm
Can Domain Adaptation Improve Accuracy and Fairness of Skin Lesion Classification? CoRR (2023)
Haifeng Xia, Kai Li, Zhengming Ding
Personalized Semantics Excitation for Federated Image Classification. ICCV (2023)
Zheng Chen, Zhengming Ding, Jason M. Gregory, Lantao Liu
IDA: Informed Domain Adaptive Semantic Segmentation. CoRR (2023)
Wenxiao Xiao, Zhengming Ding, Hongfu Liu
Visualizing Transferred Knowledge: An Interpretive Model of Unsupervised Domain Adaptation. CoRR (2023)
Zheng Chen, Zhengming Ding, Jason M. Gregory, Lantao Liu
IDA: Informed Domain Adaptive Semantic Segmentation. IROS (2023)
Peizhao Li, Zhengming Ding, Hongfu Liu
Mining Label Distribution Drift in Unsupervised Domain Adaptation. AI (1) (2023)
Haifeng Xia, Taotao Jing, Zhengming Ding
Maximum Structural Generation Discrepancy for Unsupervised Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 45 (3) (2023)
Haifeng Xia, Kai Li, Martin Renqiang Min, Zhengming Ding
Few-Shot Video Classification via Representation Fusion and Promotion Learning. ICCV (2023)
Wei Wang, Haojie Li, Zhengming Ding, Feiping Nie, Junyang Chen, Xiao Dong, Zhihui Wang
Rethinking Maximum Mean Discrepancy for Visual Domain Adaptation. IEEE Trans. Neural Networks Learn. Syst. 34 (1) (2023)
Gan Sun, Yang Cong, Changjun Gu, Xu Tang, Zhengming Ding, Haibin Yu
Hierarchical Lifelong Machine Learning With "Watchdog". IEEE Trans. Big Data 9 (1) (2023)
Zheng Chen, Zhengming Ding, David J. Crandall, Lantao Liu
Polyline Generative Navigable Space Segmentation for Autonomous Visual Navigation. IEEE Robotics Autom. Lett. 8 (4) (2023)
Gan Sun, Wenqi Liang, Jiahua Dong, Jun Li, Zhengming Ding, Yang Cong
Create Your World: Lifelong Text-to-Image Diffusion. CoRR (2023)
Yucai Bai, Qin Zou, Xieyuanli Chen, Lingxi Li, Zhengming Ding, Long Chen
Extreme Low-Resolution Action Recognition with Confident Spatial-Temporal Attention Transfer. Int. J. Comput. Vis. 131 (6) (2023)
Zhengming Zhang, Renran Tian, Rini Sherony, Joshua E. Domeyer, Zhengming Ding
Attention-Based Interrelation Modeling for Explainable Automated Driving. IEEE Trans. Intell. Veh. 8 (2) (2023)
Zhengming Zhang, Renran Tian, Zhengming Ding
TrEP: Transformer-Based Evidential Prediction for Pedestrian Intention with Uncertainty. AAAI (2023)
Taotao Jing, Lichen Wang, Naji Khosravan, Zhiqiang Wan, Zachary Bessinger, Zhengming Ding, Sing Bing Kang
iBARLE: imBalance-Aware Room Layout Estimation. CoRR (2023)
Haifeng Xia, Taotao Jing, Zhengming Ding
Generative Inference Network for Imbalanced Domain Generalization. IEEE Trans. Image Process. 32 (2023)
Lichen Wang, Zhengming Ding, Kasey Lee, Seungju Han, Jae-Joon Han, Changkyu Choi, Yun Fu
Generative Multi-Label Correlation Learning. ACM Trans. Knowl. Discov. Data 17 (2) (2023)
Wenxiao Xiao, Zhengming Ding, Hongfu Liu
Learnable Visual Words for Interpretable Image Recognition. CoRR (2022)
Jing Sun, Zhihui Wang, Wei Wang, Haojie Li, Fuming Sun, Zhengming Ding
Joint Adaptive Dual Graph and Feature Selection for Domain Adaptation. IEEE Trans. Circuits Syst. Video Technol. 32 (3) (2022)
Taotao Jing, Haifeng Xia, Renran Tian, Haoran Ding, Xiao Luo, Joshua E. Domeyer, Rini Sherony, Zhengming Ding
InAction: Interpretable Action Decision Making for Autonomous Driving. ECCV (38) (2022)
Jing Zhang, Qingyong Li, Yangli-ao Geng, Wen Wang, Wenju Sun, Chuan Shi, Zhengming Ding
A zero-shot learning framework via cluster-prototype matching. Pattern Recognit. 124 (2022)
Bingrong Xu, Zhigang Zeng, Cheng Lian, Zhengming Ding
Few-Shot Domain Adaptation via Mixup Optimal Transport. IEEE Trans. Image Process. 31 (2022)
Matías Mendieta, Taojiannan Yang, Pu Wang, Minwoo Lee, Zhengming Ding, Chen Chen
Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning. CVPR (2022)
Haifeng Xia, Zhengming Ding
Cross-Domain Collaborative Normalization via Structural Knowledge. AAAI (2022)
Kai Li, Zhengming Ding, Kunpeng Li, Yulun Zhang, Yun Fu
Vehicle and Person Re-Identification With Support Neighbor Loss. IEEE Trans. Neural Networks Learn. Syst. 33 (2) (2022)
Haifeng Xia, Pu Wang, Zhengming Ding
Incomplete Multi-view Domain Adaptation via Channel Enhancement and Knowledge Transfer. ECCV (34) (2022)
Haifeng Xia, Pu Wang, Toshiaki Koike-Akino, Ye Wang, Philip V. Orlik, Zhengming Ding
Adversarial Bi-Regressor Network for Domain Adaptive Regression. CoRR (2022)
Gan Sun, Yang Cong, Jiahua Dong, Yuyang Liu, Zhengming Ding, Haibin Yu
What and How: Generalized Lifelong Spectral Clustering via Dual Memory. IEEE Trans. Pattern Anal. Mach. Intell. 44 (7) (2022)
Lichen Wang, Zhengming Ding, Yun Fu
Generic Multi-label Annotation via Adaptive Graph and Marginalized Augmentation. ACM Trans. Knowl. Discov. Data 16 (1) (2022)
Qiang Wang, Gan Sun, Jiahua Dong, Qianqian Wang, Zhengming Ding
Continuous Multi-View Human Action Recognition. IEEE Trans. Circuits Syst. Video Technol. 32 (6) (2022)
Taotao Jing, Haifeng Xia, Jihun Hamm, Zhengming Ding
Augmented Multimodality Fusion for Generalized Zero-Shot Sketch-Based Visual Retrieval. IEEE Trans. Image Process. 31 (2022)
Jingjing Li, Zhekai Du, Lei Zhu, Zhengming Ding, Ke Lu, Heng Tao Shen
Divergence-Agnostic Unsupervised Domain Adaptation by Adversarial Attacks. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Wenju Zhang, Xiang Zhang, Qing Liao, Long Lan, Mengzhu Wang, Wei Wang, Baoyun Peng, Zhengming Ding
On the Equity of Nuclear Norm Maximization in Unsupervised Domain Adaptation. CoRR (2022)
Qucheng Peng, Zhengming Ding, Lingjuan Lyu, Lichao Sun, Chen Chen
Toward Better Target Representation for Source-Free and Black-Box Domain Adaptation. CoRR (2022)
Haifeng Xia, Pu Wang, Toshiaki Koike-Akino, Ye Wang, Philip V. Orlik, Zhengming Ding
Adversarial Bi-Regressor Network for Domain Adaptive Regression. IJCAI (2022)
Jiahua Dong, Yang Cong, Gan Sun, Yunsheng Yang, Xiaowei Xu, Zhengming Ding
Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation. IEEE Trans. Circuits Syst. Video Technol. 31 (5) (2021)
Taotao Jing, Hongfu Liu, Zhengming Ding
Towards Novel Target Discovery Through Open-Set Domain Adaptation. ICCV (2021)
Tina Chen, Renran Tian, Zhengming Ding
Visual Reasoning using Graph Convolutional Networks for Predicting Pedestrian Crossing Intention. ICCVW (2021)
Qianqian Wang, Zhengming Ding, Zhiqiang Tao, Quanxue Gao, Yun Fu
Generative Partial Multi-View Clustering With Adaptive Fusion and Cycle Consistency. IEEE Trans. Image Process. 30 (2021)
Tongxin Wang, Zhengming Ding, Wei Shao, Haixu Tang, Kun Huang
Towards Fair Cross-Domain Adaptation via Generative Learning. WACV (2021)
Bingrong Xu, Zhigang Zeng, Cheng Lian, Zhengming Ding
Semi-Supervised Low-Rank Semantics Grouping for Zero-Shot Learning. IEEE Trans. Image Process. 30 (2021)
Wenxiao Xiao, Zhengming Ding, Hongfu Liu
Implicit Semantic Response Alignment for Partial Domain Adaptation. NeurIPS (2021)
Jingjing Li, Erpeng Chen, Zhengming Ding, Lei Zhu, Ke Lu, Heng Tao Shen
Maximum Density Divergence for Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 43 (11) (2021)
Tao Zhang, Yang Cong, Gan Sun, Jiahua Dong, Yuyang Liu, Zhengming Ding
Generative Partial Visual-Tactile Fused Object Clustering. AAAI (2021)
Taotao Jing, Zhengming Ding
Adversarial Dual Distinct Classifiers for Unsupervised Domain Adaptation. WACV (2021)
Tina Chen, Renran Tian, Yaobin Chen, Joshua E. Domeyer, Heishiro Toyoda, Rini Sherony, Taotao Jing, Zhengming Ding
PSI: A Pedestrian Behavior Dataset for Socially Intelligent Autonomous Car. CoRR (2021)
Haifeng Xia, Handong Zhao, Zhengming Ding
Adaptive Adversarial Network for Source-free Domain Adaptation. ICCV (2021)
Zheng Chen, Zhengming Ding, David Crandall, Lantao Liu
Polyline Based Generative Navigable Space Segmentation for Autonomous Visual Navigation. CoRR (2021)
Haifeng Xia, Taotao Jing, Chen Chen, Zhengming Ding
Semi-supervised Domain Adaptive Retrieval via Discriminative Hashing Learning. ACM Multimedia (2021)
Wei Wang, Shenglun Chen, Yuankai Xiang, Jing Sun, Haojie Li, Zhihui Wang, Fuming Sun, Zhengming Ding, Baopu Li
Sparsely-labeled source assisted domain adaptation. Pattern Recognit. 112 (2021)
Mengmeng Jing, Jingjing Li, Lei Zhu, Zhengming Ding, Ke Lu, Yang Yang
Balanced Open Set Domain Adaptation via Centroid Alignment. AAAI (2021)
Ce Zheng, Sijie Zhu, Matías Mendieta, Taojiannan Yang, Chen Chen, Zhengming Ding
3D Human Pose Estimation with Spatial and Temporal Transformers. CoRR (2021)
Mei Qiu, Stanley Y. P. Chien, Anup Atul Mulay, Lauren Christopher, Zhengming Ding, Yaobin Chen, Jim Sturdevant, Ed Cox
Intelligent Highway Lane Center Identification from Surveillance Camera Video. ITSC (2021)
Taotao Jing, Hongfu Liu, Zhengming Ding
Towards Novel Target Discovery Through Open-Set Domain Adaptation. CoRR (2021)
Ce Zheng, Sijie Zhu, Matías Mendieta, Taojiannan Yang, Chen Chen, Zhengming Ding
3D Human Pose Estimation with Spatial and Temporal Transformers. ICCV (2021)
Matías Mendieta, Taojiannan Yang, Pu Wang, Minwoo Lee, Zhengming Ding, Chen Chen
Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning. CoRR (2021)
Taotao Jing, Bingrong Xu, Zhengming Ding
Towards Fair Knowledge Transfer for Imbalanced Domain Adaptation. IEEE Trans. Image Process. 30 (2021)
Shuang Li, Chi Harold Liu, Qiuxia Lin, Qi Wen, Limin Su, Gao Huang, Zhengming Ding
Deep Residual Correction Network for Partial Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 43 (7) (2021)
Wei Wang, Baopu Li, Shuhui Yang, Jing Sun, Zhengming Ding, Junyang Chen, Xiao Dong, Zhihui Wang, Haojie Li
A Unified Joint Maximum Mean Discrepancy for Domain Adaptation. CoRR (2021)
Taotao Jing, Bingrong Xu, Jingjing Li, Zhengming Ding
Towards Fair Knowledge Transfer for Imbalanced Domain Adaptation. CoRR (2020)
Jingjing Li, Mengmeng Jing, Lei Zhu, Zhengming Ding, Ke Lu, Yang Yang
Learning Modality-Invariant Latent Representations for Generalized Zero-shot Learning. ACM Multimedia (2020)
Haifeng Xia, Zhengming Ding
Structure Preserving Generative Cross-Domain Learning. CVPR (2020)
Shuang Li, Binhui Xie, Jiashu Wu, Ying Zhao, Chi Harold Liu, Zhengming Ding
Simultaneous Semantic Alignment Network for Heterogeneous Domain Adaptation. ACM Multimedia (2020)
Qianqian Wang, Zhengming Ding, Zhiqiang Tao, Quanxue Gao, Yun Fu
Generative Partial Multi-View Clustering. CoRR (2020)
Yunyu Liu, Lichen Wang, Yue Bai, Can Qin, Zhengming Ding, Yun Fu
Generative View-Correlation Adaptation for Semi-supervised Multi-view Learning. ECCV (14) (2020)
Shuang Li, Chi Harold Liu, Qiuxia Lin, Binhui Xie, Zhengming Ding, Gao Huang, Jian Tang
Domain Conditioned Adaptation Network. AAAI (2020)
Zhiqiang Tao, Hongfu Liu, Sheng Li, Zhengming Ding, Yun Fu
Marginalized Multiview Ensemble Clustering. IEEE Trans. Neural Networks Learn. Syst. 31 (2) (2020)
Shuhui Jiang, Zhengming Ding, Yun Fu
Heterogeneous Recommendation via Deep Low-Rank Sparse Collective Factorization. IEEE Trans. Pattern Anal. Mach. Intell. 42 (5) (2020)
Shuang Li, Binhui Xie, Jiashu Wu, Ying Zhao, Chi Harold Liu, Zhengming Ding
Simultaneous Semantic Alignment Network for Heterogeneous Domain Adaptation. CoRR (2020)
Haifeng Xia, Zhengming Ding
HGNet: Hybrid Generative Network for Zero-Shot Domain Adaptation. ECCV (27) (2020)
Taotao Jing, Haifeng Xia, Zhengming Ding
Adaptively-Accumulated Knowledge Transfer for Partial Domain Adaptation. CoRR (2020)
Guanglei Yang, Haifeng Xia, Mingli Ding, Zhengming Ding
Bi-Directional Generation for Unsupervised Domain Adaptation. CoRR (2020)
Peizhao Li, Zhengming Ding, Hongfu Liu
Mining Label Distribution Drift in Unsupervised Domain Adaptation. CoRR (2020)
Wei Wang, Zhihui Wang, Yuankai Xiang, Jing Sun, Haojie Li, Fuming Sun, Zhengming Ding
Sparsely-Labeled Source Assisted Domain Adaptation. CoRR (2020)
Tao Zhang, Yang Cong, Gan Sun, Jiahua Dong, Yuyang Liu, Zhengming Ding
Generative Partial Visual-Tactile Fused Object Clustering. CoRR (2020)
Tao Zhang, Yang Cong, Gan Sun, Qianqian Wang, Zhengming Ding
Visual Tactile Fusion Object Clustering. AAAI (2020)
Shuang Li, Chi Harold Liu, Qiuxia Lin, Qi Wen, Limin Su, Gao Huang, Zhengming Ding
Deep Residual Correction Network for Partial Domain Adaptation. CoRR (2020)
Jiahua Dong, Yang Cong, Gan Sun, Yunsheng Yang, Xiaowei Xu, Zhengming Ding
Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation. CoRR (2020)
Tongxin Wang, Zhengming Ding, Wei Shao, Haixu Tang, Kun Huang
Towards Fair Cross-Domain Adaptation via Generative Learning. CoRR (2020)
Taotao Jing, Ming Shao, Zhengming Ding
Discriminative Cross-Domain Feature Learning for Partial Domain Adaptation. CoRR (2020)
Shuang Li, Chi Harold Liu, Qiuxia Lin, Binhui Xie, Zhengming Ding, Gao Huang, Jian Tang
Domain Conditioned Adaptation Network. CoRR (2020)
Taotao Jing, Zhengming Ding
Adversarial Dual Distinct Classifiers for Unsupervised Domain Adaptation. CoRR (2020)
Shuang Li, Chi Harold Liu, Limin Su, Binhui Xie, Zhengming Ding, C. L. Philip Chen, Dapeng Wu
Discriminative Transfer Feature and Label Consistency for Cross-Domain Image Classification. IEEE Trans. Neural Networks Learn. Syst. 31 (11) (2020)
Wei Wang, Haojie Li, Zhengming Ding, Zhihui Wang
Rethink Maximum Mean Discrepancy for Domain Adaptation. CoRR (2020)
Guanglei Yang, Haifeng Xia, Mingli Ding, Zhengming Ding
Bi-Directional Generation for Unsupervised Domain Adaptation. AAAI (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Zhengming Ding