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BibTeX records: Zhengming Ding
@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} }
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@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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