BibTeX records: Zhengming Ding

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@article{DBLP:journals/cbm/ZhaoLZCDSSDZ24,
  author       = {Chen Zhao and
                  Anqi Liu and
                  Xiao Zhang and
                  Xuewei Cao and
                  Zhengming Ding and
                  Qiuying Sha and
                  Hui Shen and
                  Hong{-}Wen Deng and
                  Weihua Zhou},
  title        = {{CLCLSA:} Cross-omics linked embedding with contrastive learning and
                  self attention for integration with incomplete multi-omics data},
  journal      = {Comput. Biol. Medicine},
  volume       = {170},
  pages        = {108058},
  year         = {2024}
}
@article{DBLP:journals/pami/DongCSFD24,
  author       = {Jiahua Dong and
                  Yang Cong and
                  Gan Sun and
                  Zhen Fang and
                  Zhengming Ding},
  title        = {Where and How to Transfer: Knowledge Aggregation-Induced Transferability
                  Perception for Unsupervised Domain Adaptation},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {46},
  number       = {3},
  pages        = {1664--1681},
  year         = {2024}
}
@article{DBLP:journals/tnn/TianZHXD24,
  author       = {Yi Tian and
                  Yilei Zhang and
                  Yaping Huang and
                  Wanru Xu and
                  Zhengming Ding},
  title        = {Differential Refinement Network for Zero-Shot Learning},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {35},
  number       = {3},
  pages        = {4164--4178},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2401-10348,
  author       = {Gang Qu and
                  Anton Orlichenko and
                  Junqi Wang and
                  Gemeng Zhang and
                  Li Xiao and
                  Aiying Zhang and
                  Zhengming Ding and
                  Yu{-}Ping Wang},
  title        = {Exploring General Intelligence via Gated Graph Transformer in Functional
                  Connectivity Studies},
  journal      = {CoRR},
  volume       = {abs/2401.10348},
  year         = {2024}
}
@article{DBLP:journals/ijcv/BaiZCLDC23,
  author       = {Yucai Bai and
                  Qin Zou and
                  Xieyuanli Chen and
                  Lingxi Li and
                  Zhengming Ding and
                  Long Chen},
  title        = {Extreme Low-Resolution Action Recognition with Confident Spatial-Temporal
                  Attention Transfer},
  journal      = {Int. J. Comput. Vis.},
  volume       = {131},
  number       = {6},
  pages        = {1550--1565},
  year         = {2023}
}
@article{DBLP:journals/pami/XiaJD23,
  author       = {Haifeng Xia and
                  Taotao Jing and
                  Zhengming Ding},
  title        = {Maximum Structural Generation Discrepancy for Unsupervised Domain
                  Adaptation},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {45},
  number       = {3},
  pages        = {3434--3445},
  year         = {2023}
}
@article{DBLP:journals/ral/ChenDCL23,
  author       = {Zheng Chen and
                  Zhengming Ding and
                  David J. Crandall and
                  Lantao Liu},
  title        = {Polyline Generative Navigable Space Segmentation for Autonomous Visual
                  Navigation},
  journal      = {{IEEE} Robotics Autom. Lett.},
  volume       = {8},
  number       = {4},
  pages        = {2054--2061},
  year         = {2023}
}
@article{DBLP:journals/tbd/SunCGTDY23,
  author       = {Gan Sun and
                  Yang Cong and
                  Changjun Gu and
                  Xu Tang and
                  Zhengming Ding and
                  Haibin Yu},
  title        = {Hierarchical Lifelong Machine Learning With "Watchdog"},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {9},
  number       = {1},
  pages        = {63--74},
  year         = {2023}
}
@article{DBLP:journals/tcsv/LiuCSD23,
  author       = {Yuyang Liu and
                  Yang Cong and
                  Gan Sun and
                  Zhengming Ding},
  title        = {Lifelong Visual-Tactile Spectral Clustering for Robotic Object Perception},
  journal      = {{IEEE} Trans. Circuits Syst. Video Technol.},
  volume       = {33},
  number       = {2},
  pages        = {818--829},
  year         = {2023}
}
@article{DBLP:journals/tip/XiaJD23,
  author       = {Haifeng Xia and
                  Taotao Jing and
                  Zhengming Ding},
  title        = {Generative Inference Network for Imbalanced Domain Generalization},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {32},
  pages        = {1694--1704},
  year         = {2023}
}
@article{DBLP:journals/tiv/ZhangTSDD23,
  author       = {Zhengming Zhang and
                  Renran Tian and
                  Rini Sherony and
                  Joshua E. Domeyer and
                  Zhengming Ding},
  title        = {Attention-Based Interrelation Modeling for Explainable Automated Driving},
  journal      = {{IEEE} Trans. Intell. Veh.},
  volume       = {8},
  number       = {2},
  pages        = {1564--1573},
  year         = {2023}
}
@article{DBLP:journals/tkdd/WangDLHHCF23,
  author       = {Lichen Wang and
                  Zhengming Ding and
                  Kasey Lee and
                  Seungju Han and
                  Jae{-}Joon Han and
                  Changkyu Choi and
                  Yun Fu},
  title        = {Generative Multi-Label Correlation Learning},
  journal      = {{ACM} Trans. Knowl. Discov. Data},
  volume       = {17},
  number       = {2},
  pages        = {18:1--18:19},
  year         = {2023}
}
@article{DBLP:journals/tnn/WangLDNCDW23,
  author       = {Wei Wang and
                  Haojie Li and
                  Zhengming Ding and
                  Feiping Nie and
                  Junyang Chen and
                  Xiao Dong and
                  Zhihui Wang},
  title        = {Rethinking Maximum Mean Discrepancy for Visual Domain Adaptation},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {34},
  number       = {1},
  pages        = {264--277},
  year         = {2023}
}
@inproceedings{DBLP:conf/aaai/ZhangTD23,
  author       = {Zhengming Zhang and
                  Renran Tian and
                  Zhengming Ding},
  title        = {TrEP: Transformer-Based Evidential Prediction for Pedestrian Intention
                  with Uncertainty},
  booktitle    = {{AAAI}},
  pages        = {3534--3542},
  publisher    = {{AAAI} Press},
  year         = {2023}
}
@inproceedings{DBLP:conf/ausai/LiDL23,
  author       = {Peizhao Li and
                  Zhengming Ding and
                  Hongfu Liu},
  title        = {Mining Label Distribution Drift in Unsupervised Domain Adaptation},
  booktitle    = {{AI} {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14471},
  pages        = {354--366},
  publisher    = {Springer},
  year         = {2023}
}
@inproceedings{DBLP:conf/iccv/Xia0D23,
  author       = {Haifeng Xia and
                  Kai Li and
                  Zhengming Ding},
  title        = {Personalized Semantics Excitation for Federated Image Classification},
  booktitle    = {{ICCV}},
  pages        = {19244--19253},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/iccv/XiaLMD23,
  author       = {Haifeng Xia and
                  Kai Li and
                  Martin Renqiang Min and
                  Zhengming Ding},
  title        = {Few-Shot Video Classification via Representation Fusion and Promotion
                  Learning},
  booktitle    = {{ICCV}},
  pages        = {19254--19263},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/ijcai/PengDL0023,
  author       = {Qucheng Peng and
                  Zhengming Ding and
                  Lingjuan Lyu and
                  Lichao Sun and
                  Chen Chen},
  title        = {{RAIN:} RegulArization on Input and Network for Black-Box Domain Adaptation},
  booktitle    = {{IJCAI}},
  pages        = {4118--4126},
  publisher    = {ijcai.org},
  year         = {2023}
}
@inproceedings{DBLP:conf/iros/ChenDGL23,
  author       = {Zheng Chen and
                  Zhengming Ding and
                  Jason M. Gregory and
                  Lantao Liu},
  title        = {{IDA:} Informed Domain Adaptive Semantic Segmentation},
  booktitle    = {{IROS}},
  pages        = {90--97},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2303-02302,
  author       = {Wenxiao Xiao and
                  Zhengming Ding and
                  Hongfu Liu},
  title        = {Visualizing Transferred Knowledge: An Interpretive Model of Unsupervised
                  Domain Adaptation},
  journal      = {CoRR},
  volume       = {abs/2303.02302},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2303-02741,
  author       = {Zheng Chen and
                  Zhengming Ding and
                  Jason M. Gregory and
                  Lantao Liu},
  title        = {{IDA:} Informed Domain Adaptive Semantic Segmentation},
  journal      = {CoRR},
  volume       = {abs/2303.02741},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2304-05542,
  author       = {Chen Zhao and
                  Anqi Liu and
                  Xiao Zhang and
                  Xuewei Cao and
                  Zhengming Ding and
                  Qiuying Sha and
                  Hui Shen and
                  Hong{-}Wen Deng and
                  Weihua Zhou},
  title        = {{CLCLSA:} Cross-omics Linked embedding with Contrastive Learning and
                  Self Attention for multi-omics integration with incomplete multi-omics
                  data},
  journal      = {CoRR},
  volume       = {abs/2304.05542},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2307-03157,
  author       = {Janet Wang and
                  Yunbei Zhang and
                  Zhengming Ding and
                  Jihun Hamm},
  title        = {Can Domain Adaptation Improve Accuracy and Fairness of Skin Lesion
                  Classification?},
  journal      = {CoRR},
  volume       = {abs/2307.03157},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2308-15050,
  author       = {Taotao Jing and
                  Lichen Wang and
                  Naji Khosravan and
                  Zhiqiang Wan and
                  Zachary Bessinger and
                  Zhengming Ding and
                  Sing Bing Kang},
  title        = {iBARLE: imBalance-Aware Room Layout Estimation},
  journal      = {CoRR},
  volume       = {abs/2308.15050},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2309-04430,
  author       = {Gan Sun and
                  Wenqi Liang and
                  Jiahua Dong and
                  Jun Li and
                  Zhengming Ding and
                  Yang Cong},
  title        = {Create Your World: Lifelong Text-to-Image Diffusion},
  journal      = {CoRR},
  volume       = {abs/2309.04430},
  year         = {2023}
}
@article{DBLP:journals/pami/SunCDLDY22,
  author       = {Gan Sun and
                  Yang Cong and
                  Jiahua Dong and
                  Yuyang Liu and
                  Zhengming Ding and
                  Haibin Yu},
  title        = {What and How: Generalized Lifelong Spectral Clustering via Dual Memory},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {44},
  number       = {7},
  pages        = {3895--3908},
  year         = {2022}
}
@article{DBLP:journals/pami/LiDZDLS22,
  author       = {Jingjing Li and
                  Zhekai Du and
                  Lei Zhu and
                  Zhengming Ding and
                  Ke Lu and
                  Heng Tao Shen},
  title        = {Divergence-Agnostic Unsupervised Domain Adaptation by Adversarial
                  Attacks},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {44},
  number       = {11},
  pages        = {8196--8211},
  year         = {2022}
}
@article{DBLP:journals/pr/ZhangLGWSSD22,
  author       = {Jing Zhang and
                  Qingyong Li and
                  Yangli{-}ao Geng and
                  Wen Wang and
                  Wenju Sun and
                  Chuan Shi and
                  Zhengming Ding},
  title        = {A zero-shot learning framework via cluster-prototype matching},
  journal      = {Pattern Recognit.},
  volume       = {124},
  pages        = {108469},
  year         = {2022}
}
@article{DBLP:journals/tcsv/SunWWLSD22,
  author       = {Jing Sun and
                  Zhihui Wang and
                  Wei Wang and
                  Haojie Li and
                  Fuming Sun and
                  Zhengming Ding},
  title        = {Joint Adaptive Dual Graph and Feature Selection for Domain Adaptation},
  journal      = {{IEEE} Trans. Circuits Syst. Video Technol.},
  volume       = {32},
  number       = {3},
  pages        = {1453--1466},
  year         = {2022}
}
@article{DBLP:journals/tcsv/WangSDWD22,
  author       = {Qiang Wang and
                  Gan Sun and
                  Jiahua Dong and
                  Qianqian Wang and
                  Zhengming Ding},
  title        = {Continuous Multi-View Human Action Recognition},
  journal      = {{IEEE} Trans. Circuits Syst. Video Technol.},
  volume       = {32},
  number       = {6},
  pages        = {3603--3614},
  year         = {2022}
}
@article{DBLP:journals/tip/XuZLD22,
  author       = {Bingrong Xu and
                  Zhigang Zeng and
                  Cheng Lian and
                  Zhengming Ding},
  title        = {Few-Shot Domain Adaptation via Mixup Optimal Transport},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {31},
  pages        = {2518--2528},
  year         = {2022}
}
@article{DBLP:journals/tip/JingXHD22,
  author       = {Taotao Jing and
                  Haifeng Xia and
                  Jihun Hamm and
                  Zhengming Ding},
  title        = {Augmented Multimodality Fusion for Generalized Zero-Shot Sketch-Based
                  Visual Retrieval},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {31},
  pages        = {3657--3668},
  year         = {2022}
}
@article{DBLP:journals/tkdd/WangDF22,
  author       = {Lichen Wang and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Generic Multi-label Annotation via Adaptive Graph and Marginalized
                  Augmentation},
  journal      = {{ACM} Trans. Knowl. Discov. Data},
  volume       = {16},
  number       = {1},
  pages        = {12:1--12:20},
  year         = {2022}
}
@article{DBLP:journals/tnn/LiDLZF22,
  author       = {Kai Li and
                  Zhengming Ding and
                  Kunpeng Li and
                  Yulun Zhang and
                  Yun Fu},
  title        = {Vehicle and Person Re-Identification With Support Neighbor Loss},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {33},
  number       = {2},
  pages        = {826--838},
  year         = {2022}
}
@inproceedings{DBLP:conf/aaai/XiaD22,
  author       = {Haifeng Xia and
                  Zhengming Ding},
  title        = {Cross-Domain Collaborative Normalization via Structural Knowledge},
  booktitle    = {{AAAI}},
  pages        = {2777--2785},
  publisher    = {{AAAI} Press},
  year         = {2022}
}
@inproceedings{DBLP:conf/cvpr/MendietaYW0D022,
  author       = {Mat{\'{\i}}as Mendieta and
                  Taojiannan Yang and
                  Pu Wang and
                  Minwoo Lee and
                  Zhengming Ding and
                  Chen Chen},
  title        = {Local Learning Matters: Rethinking Data Heterogeneity in Federated
                  Learning},
  booktitle    = {{CVPR}},
  pages        = {8387--8396},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/eccv/XiaWD22,
  author       = {Haifeng Xia and
                  Pu Wang and
                  Zhengming Ding},
  title        = {Incomplete Multi-view Domain Adaptation via Channel Enhancement and
                  Knowledge Transfer},
  booktitle    = {{ECCV} {(34)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13694},
  pages        = {200--217},
  publisher    = {Springer},
  year         = {2022}
}
@inproceedings{DBLP:conf/eccv/JingXTDLDSD22,
  author       = {Taotao Jing and
                  Haifeng Xia and
                  Renran Tian and
                  Haoran Ding and
                  Xiao Luo and
                  Joshua E. Domeyer and
                  Rini Sherony and
                  Zhengming Ding},
  title        = {InAction: Interpretable Action Decision Making for Autonomous Driving},
  booktitle    = {{ECCV} {(38)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13698},
  pages        = {370--387},
  publisher    = {Springer},
  year         = {2022}
}
@inproceedings{DBLP:conf/ijcai/XiaWKWOD22,
  author       = {Haifeng Xia and
                  Pu Wang and
                  Toshiaki Koike{-}Akino and
                  Ye Wang and
                  Philip V. Orlik and
                  Zhengming Ding},
  title        = {Adversarial Bi-Regressor Network for Domain Adaptive Regression},
  booktitle    = {{IJCAI}},
  pages        = {3608--3614},
  publisher    = {ijcai.org},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2204-05596,
  author       = {Wenju Zhang and
                  Xiang Zhang and
                  Qing Liao and
                  Long Lan and
                  Mengzhu Wang and
                  Wei Wang and
                  Baoyun Peng and
                  Zhengming Ding},
  title        = {On the Equity of Nuclear Norm Maximization in Unsupervised Domain
                  Adaptation},
  journal      = {CoRR},
  volume       = {abs/2204.05596},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2205-10724,
  author       = {Wenxiao Xiao and
                  Zhengming Ding and
                  Hongfu Liu},
  title        = {Learnable Visual Words for Interpretable Image Recognition},
  journal      = {CoRR},
  volume       = {abs/2205.10724},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2208-10531,
  author       = {Qucheng Peng and
                  Zhengming Ding and
                  Lingjuan Lyu and
                  Lichao Sun and
                  Chen Chen},
  title        = {Toward Better Target Representation for Source-Free and Black-Box
                  Domain Adaptation},
  journal      = {CoRR},
  volume       = {abs/2208.10531},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2209-09943,
  author       = {Haifeng Xia and
                  Pu Wang and
                  Toshiaki Koike{-}Akino and
                  Ye Wang and
                  Philip V. Orlik and
                  Zhengming Ding},
  title        = {Adversarial Bi-Regressor Network for Domain Adaptive Regression},
  journal      = {CoRR},
  volume       = {abs/2209.09943},
  year         = {2022}
}
@article{DBLP:journals/pami/LiLLWSHD21,
  author       = {Shuang Li and
                  Chi Harold Liu and
                  Qiuxia Lin and
                  Qi Wen and
                  Limin Su and
                  Gao Huang and
                  Zhengming Ding},
  title        = {Deep Residual Correction Network for Partial Domain Adaptation},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {43},
  number       = {7},
  pages        = {2329--2344},
  year         = {2021}
}
@article{DBLP:journals/pami/LiCDZLS21,
  author       = {Jingjing Li and
                  Erpeng Chen and
                  Zhengming Ding and
                  Lei Zhu and
                  Ke Lu and
                  Heng Tao Shen},
  title        = {Maximum Density Divergence for Domain Adaptation},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {43},
  number       = {11},
  pages        = {3918--3930},
  year         = {2021}
}
@article{DBLP:journals/pr/WangCXSLWSDL21,
  author       = {Wei Wang and
                  Shenglun Chen and
                  Yuankai Xiang and
                  Jing Sun and
                  Haojie Li and
                  Zhihui Wang and
                  Fuming Sun and
                  Zhengming Ding and
                  Baopu Li},
  title        = {Sparsely-labeled source assisted domain adaptation},
  journal      = {Pattern Recognit.},
  volume       = {112},
  pages        = {107803},
  year         = {2021}
}
@article{DBLP:journals/tcsv/DongCSYXD21,
  author       = {Jiahua Dong and
                  Yang Cong and
                  Gan Sun and
                  Yunsheng Yang and
                  Xiaowei Xu and
                  Zhengming Ding},
  title        = {Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation},
  journal      = {{IEEE} Trans. Circuits Syst. Video Technol.},
  volume       = {31},
  number       = {5},
  pages        = {2020--2033},
  year         = {2021}
}
@article{DBLP:journals/tip/WangDTGF21,
  author       = {Qianqian Wang and
                  Zhengming Ding and
                  Zhiqiang Tao and
                  Quanxue Gao and
                  Yun Fu},
  title        = {Generative Partial Multi-View Clustering With Adaptive Fusion and
                  Cycle Consistency},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {30},
  pages        = {1771--1783},
  year         = {2021}
}
@article{DBLP:journals/tip/XuZLD21,
  author       = {Bingrong Xu and
                  Zhigang Zeng and
                  Cheng Lian and
                  Zhengming Ding},
  title        = {Semi-Supervised Low-Rank Semantics Grouping for Zero-Shot Learning},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {30},
  pages        = {2207--2219},
  year         = {2021}
}
@article{DBLP:journals/tip/JingXD21,
  author       = {Taotao Jing and
                  Bingrong Xu and
                  Zhengming Ding},
  title        = {Towards Fair Knowledge Transfer for Imbalanced Domain Adaptation},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {30},
  pages        = {8200--8211},
  year         = {2021}
}
@inproceedings{DBLP:conf/aaai/ZhangCSDLD21,
  author       = {Tao Zhang and
                  Yang Cong and
                  Gan Sun and
                  Jiahua Dong and
                  Yuyang Liu and
                  Zhengming Ding},
  title        = {Generative Partial Visual-Tactile Fused Object Clustering},
  booktitle    = {{AAAI}},
  pages        = {6156--6164},
  publisher    = {{AAAI} Press},
  year         = {2021}
}
@inproceedings{DBLP:conf/aaai/Jing0ZDLY21,
  author       = {Mengmeng Jing and
                  Jingjing Li and
                  Lei Zhu and
                  Zhengming Ding and
                  Ke Lu and
                  Yang Yang},
  title        = {Balanced Open Set Domain Adaptation via Centroid Alignment},
  booktitle    = {{AAAI}},
  pages        = {8013--8020},
  publisher    = {{AAAI} Press},
  year         = {2021}
}
@inproceedings{DBLP:conf/iccv/XiaZD21,
  author       = {Haifeng Xia and
                  Handong Zhao and
                  Zhengming Ding},
  title        = {Adaptive Adversarial Network for Source-free Domain Adaptation},
  booktitle    = {{ICCV}},
  pages        = {8990--8999},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/iccv/JingLD21,
  author       = {Taotao Jing and
                  Hongfu Liu and
                  Zhengming Ding},
  title        = {Towards Novel Target Discovery Through Open-Set Domain Adaptation},
  booktitle    = {{ICCV}},
  pages        = {9302--9311},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/iccv/ZhengZMY0D21,
  author       = {Ce Zheng and
                  Sijie Zhu and
                  Mat{\'{\i}}as Mendieta and
                  Taojiannan Yang and
                  Chen Chen and
                  Zhengming Ding},
  title        = {3D Human Pose Estimation with Spatial and Temporal Transformers},
  booktitle    = {{ICCV}},
  pages        = {11636--11645},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/iccvw/ChenTD21,
  author       = {Tina Chen and
                  Renran Tian and
                  Zhengming Ding},
  title        = {Visual Reasoning using Graph Convolutional Networks for Predicting
                  Pedestrian Crossing Intention},
  booktitle    = {{ICCVW}},
  pages        = {3096--3102},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/itsc/QiuCMCDCSC21,
  author       = {Mei Qiu and
                  Stanley Y. P. Chien and
                  Anup Atul Mulay and
                  Lauren A. Christopher and
                  Zhengming Ding and
                  Yaobin Chen and
                  Jim Sturdevant and
                  Ed Cox},
  title        = {Intelligent Highway Lane Center Identification from Surveillance Camera
                  Video},
  booktitle    = {{ITSC}},
  pages        = {2506--2511},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/mm/XiaJ0D21,
  author       = {Haifeng Xia and
                  Taotao Jing and
                  Chen Chen and
                  Zhengming Ding},
  title        = {Semi-supervised Domain Adaptive Retrieval via Discriminative Hashing
                  Learning},
  booktitle    = {{ACM} Multimedia},
  pages        = {3853--3861},
  publisher    = {{ACM}},
  year         = {2021}
}
@inproceedings{DBLP:conf/nips/XiaoDL21,
  author       = {Wenxiao Xiao and
                  Zhengming Ding and
                  Hongfu Liu},
  title        = {Implicit Semantic Response Alignment for Partial Domain Adaptation},
  booktitle    = {NeurIPS},
  pages        = {13820--13833},
  year         = {2021}
}
@inproceedings{DBLP:conf/wacv/WangD0T021,
  author       = {Tongxin Wang and
                  Zhengming Ding and
                  Wei Shao and
                  Haixu Tang and
                  Kun Huang},
  title        = {Towards Fair Cross-Domain Adaptation via Generative Learning},
  booktitle    = {{WACV}},
  pages        = {454--463},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/wacv/JingD21,
  author       = {Taotao Jing and
                  Zhengming Ding},
  title        = {Adversarial Dual Distinct Classifiers for Unsupervised Domain Adaptation},
  booktitle    = {{WACV}},
  pages        = {605--614},
  publisher    = {{IEEE}},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2101-09979,
  author       = {Wei Wang and
                  Baopu Li and
                  Shuhui Yang and
                  Jing Sun and
                  Zhengming Ding and
                  Junyang Chen and
                  Xiao Dong and
                  Zhihui Wang and
                  Haojie Li},
  title        = {A Unified Joint Maximum Mean Discrepancy for Domain Adaptation},
  journal      = {CoRR},
  volume       = {abs/2101.09979},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2103-10455,
  author       = {Ce Zheng and
                  Sijie Zhu and
                  Mat{\'{\i}}as Mendieta and
                  Taojiannan Yang and
                  Chen Chen and
                  Zhengming Ding},
  title        = {3D Human Pose Estimation with Spatial and Temporal Transformers},
  journal      = {CoRR},
  volume       = {abs/2103.10455},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2105-02432,
  author       = {Taotao Jing and
                  Hongfu Liu and
                  Zhengming Ding},
  title        = {Towards Novel Target Discovery Through Open-Set Domain Adaptation},
  journal      = {CoRR},
  volume       = {abs/2105.02432},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2111-00063,
  author       = {Zheng Chen and
                  Zhengming Ding and
                  David Crandall and
                  Lantao Liu},
  title        = {Polyline Based Generative Navigable Space Segmentation for Autonomous
                  Visual Navigation},
  journal      = {CoRR},
  volume       = {abs/2111.00063},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2111-14213,
  author       = {Mat{\'{\i}}as Mendieta and
                  Taojiannan Yang and
                  Pu Wang and
                  Minwoo Lee and
                  Zhengming Ding and
                  Chen Chen},
  title        = {Local Learning Matters: Rethinking Data Heterogeneity in Federated
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2111.14213},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2112-02604,
  author       = {Tina Chen and
                  Renran Tian and
                  Yaobin Chen and
                  Joshua E. Domeyer and
                  Heishiro Toyoda and
                  Rini Sherony and
                  Taotao Jing and
                  Zhengming Ding},
  title        = {{PSI:} {A} Pedestrian Behavior Dataset for Socially Intelligent Autonomous
                  Car},
  journal      = {CoRR},
  volume       = {abs/2112.02604},
  year         = {2021}
}
@article{DBLP:journals/pami/JiangDF20,
  author       = {Shuhui Jiang and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Heterogeneous Recommendation via Deep Low-Rank Sparse Collective Factorization},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {42},
  number       = {5},
  pages        = {1097--1111},
  year         = {2020}
}
@article{DBLP:journals/tcsv/JiaDKF20,
  author       = {Chengcheng Jia and
                  Zhengming Ding and
                  Yu Kong and
                  Yun Fu},
  title        = {Semi-Supervised Cross-Modality Action Recognition by Latent Tensor
                  Transfer Learning},
  journal      = {{IEEE} Trans. Circuits Syst. Video Technol.},
  volume       = {30},
  number       = {9},
  pages        = {2801--2814},
  year         = {2020}
}
@article{DBLP:journals/tnn/JiangMDF20,
  author       = {Shuhui Jiang and
                  Haiyi Mao and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Deep Decision Tree Transfer Boosting},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {31},
  number       = {2},
  pages        = {383--395},
  year         = {2020}
}
@article{DBLP:journals/tnn/TaoLLDF20,
  author       = {Zhiqiang Tao and
                  Hongfu Liu and
                  Sheng Li and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Marginalized Multiview Ensemble Clustering},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {31},
  number       = {2},
  pages        = {600--611},
  year         = {2020}
}
@article{DBLP:journals/tnn/LiLSXDCW20,
  author       = {Shuang Li and
                  Chi Harold Liu and
                  Limin Su and
                  Binhui Xie and
                  Zhengming Ding and
                  C. L. Philip Chen and
                  Dapeng Wu},
  title        = {Discriminative Transfer Feature and Label Consistency for Cross-Domain
                  Image Classification},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {31},
  number       = {11},
  pages        = {4842--4856},
  year         = {2020}
}
@inproceedings{DBLP:conf/aaai/YangXDD20,
  author       = {Guanglei Yang and
                  Haifeng Xia and
                  Mingli Ding and
                  Zhengming Ding},
  title        = {Bi-Directional Generation for Unsupervised Domain Adaptation},
  booktitle    = {{AAAI}},
  pages        = {6615--6622},
  publisher    = {{AAAI} Press},
  year         = {2020}
}
@inproceedings{DBLP:conf/aaai/ZhangCSWD20,
  author       = {Tao Zhang and
                  Yang Cong and
                  Gan Sun and
                  Qianqian Wang and
                  Zhengming Ding},
  title        = {Visual Tactile Fusion Object Clustering},
  booktitle    = {{AAAI}},
  pages        = {10426--10433},
  publisher    = {{AAAI} Press},
  year         = {2020}
}
@inproceedings{DBLP:conf/aaai/0008LLXDHT20,
  author       = {Shuang Li and
                  Chi Harold Liu and
                  Qiuxia Lin and
                  Binhui Xie and
                  Zhengming Ding and
                  Gao Huang and
                  Jian Tang},
  title        = {Domain Conditioned Adaptation Network},
  booktitle    = {{AAAI}},
  pages        = {11386--11393},
  publisher    = {{AAAI} Press},
  year         = {2020}
}
@inproceedings{DBLP:conf/cvpr/XiaD20,
  author       = {Haifeng Xia and
                  Zhengming Ding},
  title        = {Structure Preserving Generative Cross-Domain Learning},
  booktitle    = {{CVPR}},
  pages        = {4363--4372},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/ecai/0169WLZD20,
  author       = {Wei Wang and
                  Zhihui Wang and
                  Haojie Li and
                  Juan Zhou and
                  Zhengming Ding},
  title        = {Adaptive Local Neighbors for Transfer Discriminative Feature Learning},
  booktitle    = {{ECAI}},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {325},
  pages        = {1595--1602},
  publisher    = {{IOS} Press},
  year         = {2020}
}
@inproceedings{DBLP:conf/eccv/XiaD20,
  author       = {Haifeng Xia and
                  Zhengming Ding},
  title        = {HGNet: Hybrid Generative Network for Zero-Shot Domain Adaptation},
  booktitle    = {{ECCV} {(27)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12372},
  pages        = {55--70},
  publisher    = {Springer},
  year         = {2020}
}
@inproceedings{DBLP:conf/eccv/LiuWBQDF20,
  author       = {Yunyu Liu and
                  Lichen Wang and
                  Yue Bai and
                  Can Qin and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Generative View-Correlation Adaptation for Semi-supervised Multi-view
                  Learning},
  booktitle    = {{ECCV} {(14)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12359},
  pages        = {318--334},
  publisher    = {Springer},
  year         = {2020}
}
@inproceedings{DBLP:conf/mm/LiJ0DL020,
  author       = {Jingjing Li and
                  Mengmeng Jing and
                  Lei Zhu and
                  Zhengming Ding and
                  Ke Lu and
                  Yang Yang},
  title        = {Learning Modality-Invariant Latent Representations for Generalized
                  Zero-shot Learning},
  booktitle    = {{ACM} Multimedia},
  pages        = {1348--1356},
  publisher    = {{ACM}},
  year         = {2020}
}
@inproceedings{DBLP:conf/mm/JingXD20,
  author       = {Taotao Jing and
                  Haifeng Xia and
                  Zhengming Ding},
  title        = {Adaptively-Accumulated Knowledge Transfer for Partial Domain Adaptation},
  booktitle    = {{ACM} Multimedia},
  pages        = {1606--1614},
  publisher    = {{ACM}},
  year         = {2020}
}
@inproceedings{DBLP:conf/mm/0008XWZLD20,
  author       = {Shuang Li and
                  Binhui Xie and
                  Jiashu Wu and
                  Ying Zhao and
                  Chi Harold Liu and
                  Zhengming Ding},
  title        = {Simultaneous Semantic Alignment Network for Heterogeneous Domain Adaptation},
  booktitle    = {{ACM} Multimedia},
  pages        = {3866--3874},
  publisher    = {{ACM}},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2002-04869,
  author       = {Guanglei Yang and
                  Haifeng Xia and
                  Mingli Ding and
                  Zhengming Ding},
  title        = {Bi-Directional Generation for Unsupervised Domain Adaptation},
  journal      = {CoRR},
  volume       = {abs/2002.04869},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2003-02366,
  author       = {Tongxin Wang and
                  Zhengming Ding and
                  Wei Shao and
                  Haixu Tang and
                  Kun Huang},
  title        = {Towards Fair Cross-Domain Adaptation via Generative Learning},
  journal      = {CoRR},
  volume       = {abs/2003.02366},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2003-13088,
  author       = {Qianqian Wang and
                  Zhengming Ding and
                  Zhiqiang Tao and
                  Quanxue Gao and
                  Yun Fu},
  title        = {Generative Partial Multi-View Clustering},
  journal      = {CoRR},
  volume       = {abs/2003.13088},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2004-04914,
  author       = {Shuang Li and
                  Chi Harold Liu and
                  Qiuxia Lin and
                  Qi Wen and
                  Limin Su and
                  Gao Huang and
                  Zhengming Ding},
  title        = {Deep Residual Correction Network for Partial Domain Adaptation},
  journal      = {CoRR},
  volume       = {abs/2004.04914},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2004-12615,
  author       = {Jingjing Li and
                  Erpeng Chen and
                  Zhengming Ding and
                  Lei Zhu and
                  Ke Lu and
                  Heng Tao Shen},
  title        = {Maximum Density Divergence for Domain Adaptation},
  journal      = {CoRR},
  volume       = {abs/2004.12615},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2005-04111,
  author       = {Wei Wang and
                  Zhihui Wang and
                  Yuankai Xiang and
                  Jing Sun and
                  Haojie Li and
                  Fuming Sun and
                  Zhengming Ding},
  title        = {Sparsely-Labeled Source Assisted Domain Adaptation},
  journal      = {CoRR},
  volume       = {abs/2005.04111},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2005-06717,
  author       = {Shuang Li and
                  Chi Harold Liu and
                  Qiuxia Lin and
                  Binhui Xie and
                  Zhengming Ding and
                  Gao Huang and
                  Jian Tang},
  title        = {Domain Conditioned Adaptation Network},
  journal      = {CoRR},
  volume       = {abs/2005.06717},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2006-09565,
  author       = {Peizhao Li and
                  Zhengming Ding and
                  Hongfu Liu},
  title        = {Mining Label Distribution Drift in Unsupervised Domain Adaptation},
  journal      = {CoRR},
  volume       = {abs/2006.09565},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2007-00689,
  author       = {Wei Wang and
                  Haojie Li and
                  Zhengming Ding and
                  Zhihui Wang},
  title        = {Rethink Maximum Mean Discrepancy for Domain Adaptation},
  journal      = {CoRR},
  volume       = {abs/2007.00689},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2008-01677,
  author       = {Shuang Li and
                  Binhui Xie and
                  Jiashu Wu and
                  Ying Zhao and
                  Chi Harold Liu and
                  Zhengming Ding},
  title        = {Simultaneous Semantic Alignment Network for Heterogeneous Domain Adaptation},
  journal      = {CoRR},
  volume       = {abs/2008.01677},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2008-11360,
  author       = {Taotao Jing and
                  Ming Shao and
                  Zhengming Ding},
  title        = {Discriminative Cross-Domain Feature Learning for Partial Domain Adaptation},
  journal      = {CoRR},
  volume       = {abs/2008.11360},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2008-11873,
  author       = {Taotao Jing and
                  Haifeng Xia and
                  Zhengming Ding},
  title        = {Adaptively-Accumulated Knowledge Transfer for Partial Domain Adaptation},
  journal      = {CoRR},
  volume       = {abs/2008.11873},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2008-11878,
  author       = {Taotao Jing and
                  Zhengming Ding},
  title        = {Adversarial Dual Distinct Classifiers for Unsupervised Domain Adaptation},
  journal      = {CoRR},
  volume       = {abs/2008.11878},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2010-12184,
  author       = {Taotao Jing and
                  Bingrong Xu and
                  Jingjing Li and
                  Zhengming Ding},
  title        = {Towards Fair Knowledge Transfer for Imbalanced Domain Adaptation},
  journal      = {CoRR},
  volume       = {abs/2010.12184},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2012-04170,
  author       = {Jiahua Dong and
                  Yang Cong and
                  Gan Sun and
                  Yunsheng Yang and
                  Xiaowei Xu and
                  Zhengming Ding},
  title        = {Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation},
  journal      = {CoRR},
  volume       = {abs/2012.04170},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2012-14070,
  author       = {Tao Zhang and
                  Yang Cong and
                  Gan Sun and
                  Jiahua Dong and
                  Yuyang Liu and
                  Zhengming Ding},
  title        = {Generative Partial Visual-Tactile Fused Object Clustering},
  journal      = {CoRR},
  volume       = {abs/2012.14070},
  year         = {2020}
}
@book{DBLP:series/aikp/DingZF19,
  author       = {Zhengming Ding and
                  Handong Zhao and
                  Yun Fu},
  title        = {Learning Representation for Multi-View Data Analysis - Models and
                  Applications},
  series       = {Advanced Information and Knowledge Processing},
  publisher    = {Springer},
  year         = {2019}
}
@article{DBLP:journals/access/YuDHL19,
  author       = {Weiren Yu and
                  Zhengming Ding and
                  Chunming Hu and
                  Hongfu Liu},
  title        = {Knowledge Reused Outlier Detection},
  journal      = {{IEEE} Access},
  volume       = {7},
  pages        = {43763--43772},
  year         = {2019}
}
@article{DBLP:journals/pami/WangD019,
  author       = {Shuyang Wang and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Cross-Generation Kinship Verification with Sparse Discriminative Metric},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {41},
  number       = {11},
  pages        = {2783--2790},
  year         = {2019}
}
@article{DBLP:journals/pami/DingSF19,
  author       = {Zhengming Ding and
                  Ming Shao and
                  Yun Fu},
  title        = {Generative Zero-Shot Learning via Low-Rank Embedded Semantic Dictionary},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {41},
  number       = {12},
  pages        = {2861--2874},
  year         = {2019}
}
@article{DBLP:journals/tcsv/DingSHSHCF19,
  author       = {Zhengming Ding and
                  Ming Shao and
                  Wonjun Hwang and
                  Sungjoo Suh and
                  Jae{-}Joon Han and
                  Changkyu Choi and
                  Yun Fu},
  title        = {Robust Discriminative Metric Learning for Image Representation},
  journal      = {{IEEE} Trans. Circuits Syst. Video Technol.},
  volume       = {29},
  number       = {11},
  pages        = {3173--3183},
  year         = {2019}
}
@article{DBLP:journals/tip/DingF19,
  author       = {Zhengming Ding and
                  Yun Fu},
  title        = {Dual Low-Rank Decompositions for Robust Cross-View Learning},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {28},
  number       = {1},
  pages        = {194--204},
  year         = {2019}
}
@article{DBLP:journals/tip/WangDF19,
  author       = {Lichen Wang and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Low-Rank Transfer Human Motion Segmentation},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {28},
  number       = {2},
  pages        = {1023--1034},
  year         = {2019}
}
@article{DBLP:journals/tip/WangDF19a,
  author       = {Shuyang Wang and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Discerning Feature Supported Encoder for Image Representation},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {28},
  number       = {8},
  pages        = {3728--3738},
  year         = {2019}
}
@article{DBLP:journals/tkdd/TaoLLDF19,
  author       = {Zhiqiang Tao and
                  Hongfu Liu and
                  Sheng Li and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Robust Spectral Ensemble Clustering via Rank Minimization},
  journal      = {{ACM} Trans. Knowl. Discov. Data},
  volume       = {13},
  number       = {1},
  pages        = {4:1--4:25},
  year         = {2019}
}
@article{DBLP:journals/tkde/LiuSDF19,
  author       = {Hongfu Liu and
                  Ming Shao and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Structure-Preserved Unsupervised Domain Adaptation},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {31},
  number       = {4},
  pages        = {799--812},
  year         = {2019}
}
@article{DBLP:journals/tnn/DingF19,
  author       = {Zhengming Ding and
                  Yun Fu},
  title        = {Deep Transfer Low-Rank Coding for Cross-Domain Learning},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {30},
  number       = {6},
  pages        = {1768--1779},
  year         = {2019}
}
@article{DBLP:journals/tnn/LiDLF19,
  author       = {Kai Li and
                  Zhengming Ding and
                  Sheng Li and
                  Yun Fu},
  title        = {Toward Resolution-Invariant Person Reidentification via Projective
                  Dictionary Learning},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {30},
  number       = {6},
  pages        = {1896--1907},
  year         = {2019}
}
@inproceedings{DBLP:conf/cvpr/DingL19,
  author       = {Zhengming Ding and
                  Hongfu Liu},
  title        = {Marginalized Latent Semantic Encoder for Zero-Shot Learning},
  booktitle    = {{CVPR}},
  pages        = {6191--6199},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/cvpr/LiJLD0H19,
  author       = {Jingjing Li and
                  Mengmeng Jing and
                  Ke Lu and
                  Zhengming Ding and
                  Lei Zhu and
                  Zi Huang},
  title        = {Leveraging the Invariant Side of Generative Zero-Shot Learning},
  booktitle    = {{CVPR}},
  pages        = {7402--7411},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/iccv/WangDTLF19,
  author       = {Lichen Wang and
                  Zhengming Ding and
                  Zhiqiang Tao and
                  Yunyu Liu and
                  Yun Fu},
  title        = {Generative Multi-View Human Action Recognition},
  booktitle    = {{ICCV}},
  pages        = {6211--6220},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/iccvw/SunCWDF19,
  author       = {Gan Sun and
                  Yang Cong and
                  Lichen Wang and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Online Multi-Task Clustering for Human Motion Segmentation},
  booktitle    = {{ICCV} Workshops},
  pages        = {970--979},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/icdm/WangDHHCF19,
  author       = {Lichen Wang and
                  Zhengming Ding and
                  Seungju Han and
                  Jae{-}Joon Han and
                  Changkyu Choi and
                  Yun Fu},
  title        = {Generative Correlation Discovery Network for Multi-label Learning},
  booktitle    = {{ICDM}},
  pages        = {588--597},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/mm/0008LXSDH19,
  author       = {Shuang Li and
                  Chi Harold Liu and
                  Binhui Xie and
                  Limin Su and
                  Zhengming Ding and
                  Gao Huang},
  title        = {Joint Adversarial Domain Adaptation},
  booktitle    = {{ACM} Multimedia},
  pages        = {729--737},
  publisher    = {{ACM}},
  year         = {2019}
}
@inproceedings{DBLP:conf/mm/LiCD0LH19,
  author       = {Jingjing Li and
                  Erpeng Chen and
                  Zhengming Ding and
                  Lei Zhu and
                  Ke Lu and
                  Zi Huang},
  title        = {Cycle-consistent Conditional Adversarial Transfer Networks},
  booktitle    = {{ACM} Multimedia},
  pages        = {747--755},
  publisher    = {{ACM}},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1904-04092,
  author       = {Jingjing Li and
                  Mengmeng Jing and
                  Ke Lu and
                  Zhengming Ding and
                  Lei Zhu and
                  Zi Huang},
  title        = {Leveraging the Invariant Side of Generative Zero-Shot Learning},
  journal      = {CoRR},
  volume       = {abs/1904.04092},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1906-00120,
  author       = {Hongfu Liu and
                  Zhiqiang Tao and
                  Zhengming Ding},
  title        = {Consensus Clustering: An Embedding Perspective, Extension and Beyond},
  journal      = {CoRR},
  volume       = {abs/1906.00120},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1909-07618,
  author       = {Jingjing Li and
                  Erpeng Chen and
                  Zhengming Ding and
                  Lei Zhu and
                  Ke Lu and
                  Zi Huang},
  title        = {Cycle-consistent Conditional Adversarial Transfer Networks},
  journal      = {CoRR},
  volume       = {abs/1909.07618},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1909-13123,
  author       = {Zhengming Ding and
                  Ming Shao},
  title        = {Robust Knowledge Discovery via Low-rank Modeling},
  journal      = {CoRR},
  volume       = {abs/1909.13123},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1910-04860,
  author       = {Zhengming Ding and
                  Yandong Guo and
                  Lei Zhang and
                  Yun Fu},
  title        = {Generative One-Shot Face Recognition},
  journal      = {CoRR},
  volume       = {abs/1910.04860},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1911-09430,
  author       = {Tao Zhang and
                  Yang Cong and
                  Gan Sun and
                  Qianqian Wang and
                  Zhengming Ding},
  title        = {Visual Tactile Fusion Object Clustering},
  journal      = {CoRR},
  volume       = {abs/1911.09430},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1912-12209,
  author       = {Wei Wang and
                  Zhihui Wang and
                  Haojie Li and
                  Zhengming Ding},
  title        = {Probabilistic Filtered Soft Labels for Domain Adaptation},
  journal      = {CoRR},
  volume       = {abs/1912.12209},
  year         = {2019}
}
@article{DBLP:journals/tcsv/ZhaoDF18,
  author       = {Handong Zhao and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Ensemble Subspace Segmentation Under Blockwise Constraints},
  journal      = {{IEEE} Trans. Circuits Syst. Video Technol.},
  volume       = {28},
  number       = {7},
  pages        = {1526--1539},
  year         = {2018}
}
@article{DBLP:journals/tip/ZhaoLDF18,
  author       = {Handong Zhao and
                  Hongfu Liu and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Consensus Regularized Multi-View Outlier Detection},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {27},
  number       = {1},
  pages        = {236--248},
  year         = {2018}
}
@article{DBLP:journals/tip/DingF18,
  author       = {Zhengming Ding and
                  Yun Fu},
  title        = {Deep Domain Generalization With Structured Low-Rank Constraint},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {27},
  number       = {1},
  pages        = {304--313},
  year         = {2018}
}
@article{DBLP:journals/tip/WangDF18,
  author       = {Shuyang Wang and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Marginalized Denoising Dictionary Learning With Locality Constraint},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {27},
  number       = {1},
  pages        = {500--510},
  year         = {2018}
}
@article{DBLP:journals/tip/LiSHDW18,
  author       = {Shuang Li and
                  Shiji Song and
                  Gao Huang and
                  Zhengming Ding and
                  Cheng Wu},
  title        = {Domain Invariant and Class Discriminative Feature Learning for Visual
                  Domain Adaptation},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {27},
  number       = {9},
  pages        = {4260--4273},
  year         = {2018}
}
@article{DBLP:journals/tip/DingNF18,
  author       = {Zhengming Ding and
                  Nasser M. Nasrabadi and
                  Yun Fu},
  title        = {Semi-supervised Deep Domain Adaptation via Coupled Neural Networks},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {27},
  number       = {11},
  pages        = {5214--5224},
  year         = {2018}
}
@article{DBLP:journals/tnn/DingSF18,
  author       = {Zhengming Ding and
                  Ming Shao and
                  Yun Fu},
  title        = {Incomplete Multisource Transfer Learning},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {29},
  number       = {2},
  pages        = {310--323},
  year         = {2018}
}
@article{DBLP:journals/tnn/DingF18,
  author       = {Zhengming Ding and
                  Yun Fu},
  title        = {Robust Multiview Data Analysis Through Collective Low-Rank Subspace},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {29},
  number       = {5},
  pages        = {1986--1997},
  year         = {2018}
}
@inproceedings{DBLP:conf/aaai/LiD0F18,
  author       = {Kai Li and
                  Zhengming Ding and
                  Sheng Li and
                  Yun Fu},
  title        = {Discriminative Semi-Coupled Projective Dictionary Learning for Low-Resolution
                  Person Re-Identification},
  booktitle    = {{AAAI}},
  pages        = {2331--2338},
  publisher    = {{AAAI} Press},
  year         = {2018}
}
@inproceedings{DBLP:conf/aaai/Li0DZF18,
  author       = {Kai Li and
                  Sheng Li and
                  Zhengming Ding and
                  Weidong Zhang and
                  Yun Fu},
  title        = {Latent Discriminant Subspace Representations for Multi-View Outlier
                  Detection},
  booktitle    = {{AAAI}},
  pages        = {3522--3529},
  publisher    = {{AAAI} Press},
  year         = {2018}
}
@inproceedings{DBLP:conf/aaai/WangDF18,
  author       = {Lichen Wang and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Learning Transferable Subspace for Human Motion Segmentation},
  booktitle    = {{AAAI}},
  pages        = {4195--4202},
  publisher    = {{AAAI} Press},
  year         = {2018}
}
@inproceedings{DBLP:conf/eccv/DingLSF18,
  author       = {Zhengming Ding and
                  Sheng Li and
                  Ming Shao and
                  Yun Fu},
  title        = {Graph Adaptive Knowledge Transfer for Unsupervised Domain Adaptation},
  booktitle    = {{ECCV} {(2)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11206},
  pages        = {36--52},
  publisher    = {Springer},
  year         = {2018}
}
@inproceedings{DBLP:conf/fgr/DingGZF18,
  author       = {Zhengming Ding and
                  Yandong Guo and
                  Lei Zhang and
                  Yun Fu},
  title        = {One-Shot Face Recognition via Generative Learning},
  booktitle    = {{FG}},
  pages        = {1--7},
  publisher    = {{IEEE} Computer Society},
  year         = {2018}
}
@inproceedings{DBLP:conf/fgr/WuDLRF18,
  author       = {Yue Wu and
                  Zhengming Ding and
                  Hongfu Liu and
                  Joseph P. Robinson and
                  Yun Fu},
  title        = {Kinship Classification through Latent Adaptive Subspace},
  booktitle    = {{FG}},
  pages        = {143--149},
  publisher    = {{IEEE} Computer Society},
  year         = {2018}
}
@inproceedings{DBLP:conf/icbk/DingSLF18,
  author       = {Zhengming Ding and
                  Ming Shao and
                  Sheng Li and
                  Yun Fu},
  title        = {Generic Embedded Semantic Dictionary for Robust Multi-Label Classification},
  booktitle    = {{ICBK}},
  pages        = {282--289},
  publisher    = {{IEEE} Computer Society},
  year         = {2018}
}
@inproceedings{DBLP:conf/icdm/WangDTG018,
  author       = {Qianqian Wang and
                  Zhengming Ding and
                  Zhiqiang Tao and
                  Quanxue Gao and
                  Yun Fu},
  title        = {Partial Multi-view Clustering via Consistent {GAN}},
  booktitle    = {{ICDM}},
  pages        = {1290--1295},
  publisher    = {{IEEE} Computer Society},
  year         = {2018}
}
@inproceedings{DBLP:conf/ijcai/WangDF18,
  author       = {Lichen Wang and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Adaptive Graph Guided Embedding for Multi-label Annotation},
  booktitle    = {{IJCAI}},
  pages        = {2798--2804},
  publisher    = {ijcai.org},
  year         = {2018}
}
@inproceedings{DBLP:conf/ijcai/DingSF18,
  author       = {Zhengming Ding and
                  Ming Shao and
                  Yun Fu},
  title        = {Robust Multi-view Representation: {A} Unified Perspective from Multi-view
                  Learning to Domain Adaption},
  booktitle    = {{IJCAI}},
  pages        = {5434--5440},
  publisher    = {ijcai.org},
  year         = {2018}
}
@inproceedings{DBLP:conf/mm/LiDLZF18,
  author       = {Kai Li and
                  Zhengming Ding and
                  Kunpeng Li and
                  Yulun Zhang and
                  Yun Fu},
  title        = {Support Neighbor Loss for Person Re-Identification},
  booktitle    = {{ACM} Multimedia},
  pages        = {1492--1500},
  publisher    = {{ACM}},
  year         = {2018}
}
@article{DBLP:journals/corr/abs-1808-06030,
  author       = {Kai Li and
                  Zhengming Ding and
                  Kunpeng Li and
                  Yulun Zhang and
                  Yun Fu},
  title        = {Support Neighbor Loss for Person Re-Identification},
  journal      = {CoRR},
  volume       = {abs/1808.06030},
  year         = {2018}
}
@article{DBLP:journals/tip/DingF17,
  author       = {Zhengming Ding and
                  Yun Fu},
  title        = {Robust Transfer Metric Learning for Image Classification},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {26},
  number       = {2},
  pages        = {660--670},
  year         = {2017}
}
@article{DBLP:journals/tip/KongDLF17,
  author       = {Yu Kong and
                  Zhengming Ding and
                  Jun Li and
                  Yun Fu},
  title        = {Deeply Learned View-Invariant Features for Cross-View Action Recognition},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {26},
  number       = {6},
  pages        = {3028--3037},
  year         = {2017}
}
@inproceedings{DBLP:conf/aaai/WangDF17,
  author       = {Shuyang Wang and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Feature Selection Guided Auto-Encoder},
  booktitle    = {{AAAI}},
  pages        = {2725--2731},
  publisher    = {{AAAI} Press},
  year         = {2017}
}
@inproceedings{DBLP:conf/aaai/ZhaoDF17,
  author       = {Handong Zhao and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Multi-View Clustering via Deep Matrix Factorization},
  booktitle    = {{AAAI}},
  pages        = {2921--2927},
  publisher    = {{AAAI} Press},
  year         = {2017}
}
@inproceedings{DBLP:conf/cvpr/DingSF17,
  author       = {Zhengming Ding and
                  Ming Shao and
                  Yun Fu},
  title        = {Low-Rank Embedded Ensemble Semantic Dictionary for Zero-Shot Learning},
  booktitle    = {{CVPR}},
  pages        = {6005--6013},
  publisher    = {{IEEE} Computer Society},
  year         = {2017}
}
@inproceedings{DBLP:conf/ijcai/TaoLLDF17,
  author       = {Zhiqiang Tao and
                  Hongfu Liu and
                  Sheng Li and
                  Zhengming Ding and
                  Yun Fu},
  title        = {From Ensemble Clustering to Multi-View Clustering},
  booktitle    = {{IJCAI}},
  pages        = {2843--2849},
  publisher    = {ijcai.org},
  year         = {2017}
}
@inproceedings{DBLP:conf/mm/JiangDF17,
  author       = {Shuhui Jiang and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Deep Low-rank Sparse Collective Factorization for Cross-Domain Recommendation},
  booktitle    = {{ACM} Multimedia},
  pages        = {163--171},
  publisher    = {{ACM}},
  year         = {2017}
}
@inproceedings{DBLP:conf/mm/ZhaoKD017,
  author       = {Wencang Zhao and
                  Yu Kong and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Deep Active Learning Through Cognitive Information Parcels},
  booktitle    = {{ACM} Multimedia},
  pages        = {952--960},
  publisher    = {{ACM}},
  year         = {2017}
}
@inproceedings{DBLP:conf/aaai/DingF16,
  author       = {Zhengming Ding and
                  Yun Fu},
  title        = {Robust Multi-View Subspace Learning through Dual Low-Rank Decompositions},
  booktitle    = {{AAAI}},
  pages        = {1181--1187},
  publisher    = {{AAAI} Press},
  year         = {2016}
}
@inproceedings{DBLP:conf/aaai/ZhaoDF16,
  author       = {Handong Zhao and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Pose-Dependent Low-Rank Embedding for Head Pose Estimation},
  booktitle    = {{AAAI}},
  pages        = {1422--1428},
  publisher    = {{AAAI} Press},
  year         = {2016}
}
@inproceedings{DBLP:conf/aaai/ShaoDZF16,
  author       = {Ming Shao and
                  Zhengming Ding and
                  Handong Zhao and
                  Yun Fu},
  title        = {Spectral Bisection Tree Guided Deep Adaptive Exemplar Autoencoder
                  for Unsupervised Domain Adaptation},
  booktitle    = {{AAAI}},
  pages        = {2023--2029},
  publisher    = {{AAAI} Press},
  year         = {2016}
}
@inproceedings{DBLP:conf/eccv/DingSF16,
  author       = {Zhengming Ding and
                  Ming Shao and
                  Yun Fu},
  title        = {Deep Robust Encoder Through Locality Preserving Low-Rank Dictionary},
  booktitle    = {{ECCV} {(6)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9910},
  pages        = {567--582},
  publisher    = {Springer},
  year         = {2016}
}
@inproceedings{DBLP:conf/icassp/DingNF16,
  author       = {Zhengming Ding and
                  Nasser M. Nasrabadi and
                  Yun Fu},
  title        = {Task-driven deep transfer learning for image classification},
  booktitle    = {{ICASSP}},
  pages        = {2414--2418},
  publisher    = {{IEEE}},
  year         = {2016}
}
@inproceedings{DBLP:conf/ijcai/WangDF16,
  author       = {Shuyang Wang and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Coupled Marginalized Auto-Encoders for Cross-Domain Multi-View Learning},
  booktitle    = {{IJCAI}},
  pages        = {2125--2131},
  publisher    = {{IJCAI/AAAI} Press},
  year         = {2016}
}
@inproceedings{DBLP:conf/ijcnn/DingSF16,
  author       = {Zhengming Ding and
                  Ming Shao and
                  Yun Fu},
  title        = {Transfer learning for image classification with incomplete multiple
                  sources},
  booktitle    = {{IJCNN}},
  pages        = {2188--2195},
  publisher    = {{IEEE}},
  year         = {2016}
}
@article{DBLP:journals/tip/DingSF15,
  author       = {Zhengming Ding and
                  Ming Shao and
                  Yun Fu},
  title        = {Missing Modality Transfer Learning via Latent Low-Rank Constraint},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {24},
  number       = {11},
  pages        = {4322--4334},
  year         = {2015}
}
@inproceedings{DBLP:conf/fgr/DingSHCF15,
  author       = {Zhengming Ding and
                  Sungjoo Suh and
                  Jae{-}Joon Han and
                  Changkyu Choi and
                  Yun Fu},
  title        = {Discriminative low-rank metric learning for face recognition},
  booktitle    = {{FG}},
  pages        = {1--6},
  publisher    = {{IEEE} Computer Society},
  year         = {2015}
}
@inproceedings{DBLP:conf/fgr/ShaoDF15,
  author       = {Ming Shao and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Sparse low-rank fusion based deep features for missing modality face
                  recognition},
  booktitle    = {{FG}},
  pages        = {1--6},
  publisher    = {{IEEE} Computer Society},
  year         = {2015}
}
@inproceedings{DBLP:conf/fgr/ZhaoDF15,
  author       = {Handong Zhao and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Block-wise constrained sparse graph for face image representation},
  booktitle    = {{FG}},
  pages        = {1--6},
  publisher    = {{IEEE} Computer Society},
  year         = {2015}
}
@inproceedings{DBLP:conf/icdm/ZhaoDSF15,
  author       = {Handong Zhao and
                  Zhengming Ding and
                  Ming Shao and
                  Yun Fu},
  title        = {Part-Level Regularized Semi-Nonnegative Coding for Semi-Supervised
                  Learning},
  booktitle    = {{ICDM}},
  pages        = {1123--1128},
  publisher    = {{IEEE} Computer Society},
  year         = {2015}
}
@inproceedings{DBLP:conf/ijcai/DingSF15,
  author       = {Zhengming Ding and
                  Ming Shao and
                  Yun Fu},
  title        = {Deep Low-Rank Coding for Transfer Learning},
  booktitle    = {{IJCAI}},
  pages        = {3453--3459},
  publisher    = {{AAAI} Press},
  year         = {2015}
}
@inproceedings{DBLP:conf/ijcai/ShaoLDF15,
  author       = {Ming Shao and
                  Sheng Li and
                  Zhengming Ding and
                  Yun Fu},
  title        = {Deep Linear Coding for Fast Graph Clustering},
  booktitle    = {{IJCAI}},
  pages        = {3798--3804},
  publisher    = {{AAAI} Press},
  year         = {2015}
}
@inproceedings{DBLP:conf/aaai/DingSF14,
  author       = {Zhengming Ding and
                  Ming Shao and
                  Yun Fu},
  title        = {Latent Low-Rank Transfer Subspace Learning for Missing Modality Recognition},
  booktitle    = {{AAAI}},
  pages        = {1192--1198},
  publisher    = {{AAAI} Press},
  year         = {2014}
}
@inproceedings{DBLP:conf/icdm/DingF14,
  author       = {Zhengming Ding and
                  Yun Fu},
  title        = {Low-Rank Common Subspace for Multi-view Learning},
  booktitle    = {{ICDM}},
  pages        = {110--119},
  publisher    = {{IEEE} Computer Society},
  year         = {2014}
}
@inproceedings{DBLP:conf/mm/JiaKDF14,
  author       = {Chengcheng Jia and
                  Yu Kong and
                  Zhengming Ding and
                  Yun Raymond Fu},
  title        = {Latent Tensor Transfer Learning for {RGB-D} Action Recognition},
  booktitle    = {{ACM} Multimedia},
  pages        = {87--96},
  publisher    = {{ACM}},
  year         = {2014}
}
@article{DBLP:journals/ijon/LuDG13,
  author       = {Ke Lu and
                  Zhengming Ding and
                  Sam S. Ge},
  title        = {Locally connected graph for visual tracking},
  journal      = {Neurocomputing},
  volume       = {120},
  pages        = {45--53},
  year         = {2013}
}
@article{DBLP:journals/jei/LuDZ12,
  author       = {Ke Lu and
                  Zhengming Ding and
                  Jidong Zhao},
  title        = {Locally connected graph embedding for semisupervised image classification},
  journal      = {J. Electronic Imaging},
  volume       = {21},
  number       = {4},
  pages        = {043021},
  year         = {2012}
}
@article{DBLP:journals/tits/LuDG12,
  author       = {Ke Lu and
                  Zhengming Ding and
                  Sam S. Ge},
  title        = {Sparse-Representation-Based Graph Embedding for Traffic Sign Recognition},
  journal      = {{IEEE} Trans. Intell. Transp. Syst.},
  volume       = {13},
  number       = {4},
  pages        = {1515--1524},
  year         = {2012}
}
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