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Deng Cai, Ph.D. - Publications

Affiliations: 
2009 University of Illinois, Urbana-Champaign, Urbana-Champaign, IL 
Area:
Computer Science, Artificial Intelligence
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79 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Yu Z, Shen D, Jin Z, Huang J, Cai D, Hua XS. Progressive Transfer Learning. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 35025744 DOI: 10.1109/TIP.2022.3141258  0.305
2021 Chu W, Hung W, Tsai Y, Chang Y, Li Y, Cai D, Yang M. Learning to Caricature via Semantic Shape Transform International Journal of Computer Vision. 129: 2663-2679. DOI: 10.1007/s11263-021-01489-1  0.322
2020 Shen D, Zhao S, Hu J, Feng H, Cai D, He X. ES-Net: Erasing Salient Parts to Learn More in Re-Identification. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33382657 DOI: 10.1109/TIP.2020.3046904  0.334
2020 Xiao S, Zhao Z, Zhang Z, Guan Z, Cai D. Query-biased Self-attentive Network for Query-focused Video Summarization. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 32286987 DOI: 10.1109/Tip.2020.2985868  0.383
2020 Wei L, Wei Z, Jin Z, Yu Z, Huang J, Cai D, He X, Hua XS. SIF: Self-Inspirited Feature Learning for Person Re-identification. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 32149635 DOI: 10.1109/Tip.2020.2975712  0.41
2020 Lin Z, Zhao Z, Zhang Z, Zhang Z, Cai D. Moment Retrieval via Cross-Modal Interaction Networks with Query Reconstruction. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31976894 DOI: 10.1109/Tip.2020.2965987  0.395
2020 Yang L, Cai D. AdaDB: An Adaptive Gradient Method with Data-Dependent Bound Neurocomputing. DOI: 10.1016/J.Neucom.2020.07.070  0.39
2020 Wei L, Wei Z, Jin Z, Wei Q, Huang J, Hua X, Cai D, He X. Decouple co-adaptation: Classifier randomization for person re-identification Neurocomputing. 383: 1-9. DOI: 10.1016/J.Neucom.2019.11.093  0.35
2019 Zhao Z, Zhang Z, Xiao S, Xiao Z, Yan X, Yu J, Cai D, Wu F. Long-Form Video Question Answering via Dynamic Hierarchical Reinforced Networks. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31217111 DOI: 10.1109/Tip.2019.2922062  0.353
2019 Zhao Z, Zhang Z, Jiang X, Cai D. Multi-Turn Video Question Answering via Hierarchical Attention Context Reinforced Networks. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 30835223 DOI: 10.1109/Tip.2019.2902106  0.406
2019 Yang Z, Liu H, Cai D. On the Diversity of Conditional Image Synthesis with Semantic Layouts. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 30629504 DOI: 10.1109/Tip.2019.2891935  0.324
2019 Chu W, Xue H, Yao C, Cai D. Sparse Coding Guided Spatiotemporal Feature Learning for Abnormal Event Detection in Large Videos Ieee Transactions On Multimedia. 21: 246-255. DOI: 10.1109/Tmm.2018.2846411  0.46
2019 Cai D. A Revisit of Hashing Algorithms for Approximate Nearest Neighbor Search Ieee Transactions On Knowledge and Data Engineering. 1-1. DOI: 10.1109/Tkde.2019.2953897  0.319
2018 Xue H, Chu W, Zhao Z, Cai D. A Better Way to Attend: Attention with Trees for Video Question Answering. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 30047882 DOI: 10.1109/Tip.2018.2859820  0.332
2018 Zhao Z, Yang Q, Lu H, Weninger T, Cai D, He X, Zhuang Y. Social-Aware Movie Recommendation via Multimodal Network Learning Ieee Transactions On Multimedia. 20: 430-440. DOI: 10.1109/Tmm.2017.2740022  0.648
2018 Zhang W, Luo T, Qiu S, Ye J, Cai D, He X, Wang J. Identifying Genetic Risk Factors for Alzheimer's Disease via Shared Tree-Guided Feature Learning Across Multiple Tasks Ieee Transactions On Knowledge and Data Engineering. 30: 2145-2156. DOI: 10.1109/Tkde.2018.2816029  0.394
2018 Zhao W, Guan Z, Chen L, He X, Cai D, Wang B, Wang Q. Weakly-Supervised Deep Embedding for Product Review Sentiment Analysis Ieee Transactions On Knowledge and Data Engineering. 30: 185-197. DOI: 10.1109/Tkde.2017.2756658  0.427
2018 Chu W, Xue H, Zhao Z, Cai D, Yao C. The forgettable-watcher model for video question answering Neurocomputing. 314: 386-393. DOI: 10.1016/J.Neucom.2018.06.069  0.378
2018 Wen G, Mao Y, Cai D, He X. Split-Net: Improving face recognition in one forwarding operation Neurocomputing. 314: 94-100. DOI: 10.1016/J.Neucom.2018.06.030  0.423
2018 Wu K, Cai D, He X. Multi-label active learning based on submodular functions Neurocomputing. 313: 436-442. DOI: 10.1016/J.Neucom.2018.05.110  0.429
2018 Li J, Yang Z, Liu H, Cai D. Deep Rotation Equivariant Network Neurocomputing. 290: 26-33. DOI: 10.1016/J.Neucom.2018.02.029  0.334
2018 Wen G, Chen H, Cai D, He X. Improving face recognition with domain adaptation Neurocomputing. 287: 45-51. DOI: 10.1016/J.Neucom.2018.01.079  0.338
2018 Chu W, Cai D. Deep feature based contextual model for object detection Neurocomputing. 275: 1035-1042. DOI: 10.1016/J.Neucom.2017.09.048  0.398
2017 Chu W, Liu Y, Shen C, Cai D, Hua XS. Multi-Task Vehicle Detection with Region-of-Interest Voting. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 29028197 DOI: 10.1109/Tip.2017.2762591  0.389
2017 Xue H, Zhao Z, Cai D. Unifying the Video and Question Attentions for Open-Ended Video Question Answering. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 28866494 DOI: 10.1109/Tip.2017.2746267  0.364
2017 Xue H, Zhang S, Cai D. Depth Image Inpainting: Improving Low Rank Matrix Completion with Low Gradient Regularization. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 28644807 DOI: 10.1109/Tip.2017.2718183  0.352
2017 Yao C, Cai D, Bu J, Chen G. Pre-training the deep generative models with adaptive hyperparameter optimization Neurocomputing. 247: 144-155. DOI: 10.1016/J.Neucom.2017.03.058  0.38
2016 Li P, Yu J, Wang M, Zhang L, Cai D, Li X. Constrained Low-Rank Learning Using Least Squares-Based Regularization. Ieee Transactions On Cybernetics. PMID 27849552 DOI: 10.1109/Tcyb.2016.2623638  0.482
2016 Zhang W, Zhang L, Jin Z, Jin R, Cai D, Li X, Liang R, He X. Sparse Learning with Stochastic Composite Optimization. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 27295652 DOI: 10.1109/Tpami.2016.2578323  0.369
2016 Hu Y, Zhao C, Cai D, He X, Li X. Atom Decomposition with Adaptive Basis Selection Strategy for Matrix Completion Acm Transactions On Multimedia Computing, Communications, and Applications. 12: 1-25. DOI: 10.1145/2903716  0.413
2016 Zhao Z, Lu H, Cai D, He X, Zhuang Y. User Preference Learning for Online Social Recommendation Ieee Transactions On Knowledge and Data Engineering. 28: 2522-2534. DOI: 10.1109/Tkde.2016.2569096  0.424
2016 Bu J, Shen X, Xu B, Chen C, He X, Cai D. Improving Collaborative Recommendation via User-Item Subgroups Ieee Transactions On Knowledge and Data Engineering. 28: 2363-2375. DOI: 10.1109/Tkde.2016.2566622  0.308
2016 Zhao Z, He X, Cai D, Zhang L, Ng W, Zhuang Y. Graph Regularized Feature Selection with Data Reconstruction Ieee Transactions On Knowledge and Data Engineering. 28: 689-700. DOI: 10.1109/Tkde.2015.2493537  0.44
2016 Zhu Y, Guan Z, Tan S, Liu H, Cai D, He X. Heterogeneous hypergraph embedding for document recommendation Neurocomputing. 216: 150-162. DOI: 10.1016/J.Neucom.2016.07.030  0.366
2016 Chu W, Hu Y, Zhao C, Liu H, Cai D. Atom Decomposition Based Subgradient Descent for matrix classification Neurocomputing. 205: 222-228. DOI: 10.1016/J.Neucom.2016.03.069  0.423
2016 Yang Z, Liu H, Cai D, Wu Z. A-Optimal Non-negative Projection with Hessian regularization Neurocomputing. 174: 838-849. DOI: 10.1016/J.Neucom.2015.09.088  0.471
2016 Xue H, Liu Y, Cai D, He X. Tracking people in RGBD videos using deep learning and motion clues Neurocomputing. 204: 70-76. DOI: 10.1016/J.Neucom.2015.06.112  0.355
2016 Zhao W, Liu Z, Guan Z, Lin B, Cai D. Orthogonal Projective Sparse Coding for image representation Neurocomputing. 173: 270-277. DOI: 10.1016/J.Neucom.2014.10.106  0.448
2015 Cai D, Chen X. Large Scale Spectral Clustering Via Landmark-Based Sparse Representation. Ieee Transactions On Cybernetics. 45: 1669-80. PMID 25265642 DOI: 10.1109/Tcyb.2014.2358564  0.388
2015 Xu B, Bu J, Chen C, Wang C, Cai D, He X. EMR: A Scalable Graph-Based Ranking Model for Content-Based Image Retrieval Ieee Transactions On Knowledge and Data Engineering. 27: 102-114. DOI: 10.1109/Tkde.2013.70  0.402
2015 Li P, Bu J, Xu B, He Z, Chen C, Cai D. Sparse fixed-rank representation for robust visual analysis Signal Processing. 110: 222-231. DOI: 10.1016/J.Sigpro.2014.08.026  0.473
2015 Hong B, Wei L, Hu Y, Cai D, He X. Online robust principal component analysis via truncated nuclear norm regularization Neurocomputing. DOI: 10.1016/J.Neucom.2015.10.052  0.43
2015 He Z, Chen C, Bu J, Li P, Cai D. Multi-view based multi-label propagation for image annotation Neurocomputing. 168: 853-860. DOI: 10.1016/J.Neucom.2015.05.039  0.407
2015 He Z, Chen C, Bu J, Wang C, Zhang L, Cai D, He X. Unsupervised document summarization from data reconstruction perspective Neurocomputing. 157: 356-366. DOI: 10.1016/J.Neucom.2014.07.046  0.394
2015 Hu Y, Jin Z, Shi Y, Zhang D, Cai D, He X. Large scale multi-class classification with truncated nuclear norm regularization Neurocomputing. 148: 310-317. DOI: 10.1016/J.Neucom.2014.06.073  0.414
2014 Zhu J, Wu C, Chen C, Cai D. Treelets Binary Feature Retrieval for Fast Keypoint Recognition. Ieee Transactions On Cybernetics. PMID 25398187 DOI: 10.1109/Tcyb.2014.2366109  0.452
2014 Jin Z, Zhang D, Hu Y, Lin S, Cai D, He X. Fast and accurate hashing via iterative nearest neighbors expansion. Ieee Transactions On Cybernetics. 44: 2167-77. PMID 25330477 DOI: 10.1109/Tcyb.2014.2302018  0.407
2014 Liu H, Yang G, Wu Z, Cai D. Constrained concept factorization for image representation. Ieee Transactions On Cybernetics. 44: 1214-24. PMID 24196984 DOI: 10.1109/Tcyb.2013.2287103  0.447
2014 Zhang L, Gao Y, Hong C, Feng Y, Zhu J, Cai D. Feature correlation hypergraph: exploiting high-order potentials for multimodal recognition. Ieee Transactions On Cybernetics. 44: 1408-19. PMID 24184790 DOI: 10.1109/Tcyb.2013.2285219  0.423
2014 Jin Z, Li C, Lin Y, Cai D. Density sensitive hashing. Ieee Transactions On Cybernetics. 44: 1362-71. PMID 24158526 DOI: 10.1109/Tcyb.2013.2283497  0.457
2014 Li P, Bu J, Chen C, Cai D. Manifold optimal experimental design via dependence maximization for active learning Neurocomputing. 142: 429-437. DOI: 10.1016/J.Neucom.2014.04.018  0.453
2014 Chen X, Li C, Liu H, Cai D. Spatially correlated nonnegative matrix factorization Neurocomputing. 139: 15-21. DOI: 10.1016/J.Neucom.2013.09.059  0.4
2014 Tan S, Bu J, Qin X, Chen C, Cai D. Cross domain recommendation based on multi-type media fusion Neurocomputing. 127: 124-134. DOI: 10.1016/J.Neucom.2013.08.034  0.331
2014 Li C, Liu H, Cai D. Active learning on manifolds Neurocomputing. 123: 398-405. DOI: 10.1016/J.Neucom.2013.08.002  0.488
2014 Li P, Bu J, Yang Y, Ji R, Chen C, Cai D. Discriminative Orthogonal Nonnegative matrix factorization with flexibility for data representation Expert Systems With Applications. 41: 1283-1293. DOI: 10.1016/J.Eswa.2013.08.026  0.48
2013 Li P, Bu J, Chen C, He Z, Cai D. Relational multimanifold coclustering. Ieee Transactions On Cybernetics. 43: 1871-81. PMID 23757578 DOI: 10.1109/Tsmcb.2012.2234108  0.494
2013 Chen Y, Zhang J, Cai D, Liu W, He X. Nonnegative local coordinate factorization for image representation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 22: 969-79. PMID 23076045 DOI: 10.1109/Tip.2012.2224357  0.482
2013 Ji M, Lin B, He X, Cai D, Han J. Parallel Field Ranking Acm Transactions On Knowledge Discovery From Data. 7: 1-21. DOI: 10.1145/2513092.2513096  0.548
2013 Wu C, Zhu J, Cai D, Chen C, Bu J. Semi-Supervised Nonlinear Hashing Using Bootstrap Sequential Projection Learning Ieee Transactions On Knowledge and Data Engineering. 25: 1380-1393. DOI: 10.1109/Tkde.2012.76  0.448
2013 Guan Z, Miao G, McLoughlin R, Yan X, Cai D. Co-Occurrence-Based Diffusion for Expert Search on the Web Ieee Transactions On Knowledge and Data Engineering. 25: 1001-1014. DOI: 10.1109/Tkde.2012.49  0.364
2013 Li P, Bu J, Chen C, Wang C, Cai D. Subspace learning via Locally Constrained A-optimal nonnegative projection Neurocomputing. 115: 49-62. DOI: 10.1016/J.Neucom.2012.12.029  0.478
2012 Liu H, Wu Z, Li X, Cai D, Huang TS. Constrained Nonnegative Matrix Factorization for Image Representation. Ieee Transactions On Pattern Analysis and Machine Intelligence. 34: 1299-311. PMID 22064797 DOI: 10.1109/Tpami.2011.217  0.442
2012 Zhang L, Chen C, Bu J, Chen Z, Cai D, Han J. Locally Discriminative Coclustering Ieee Transactions On Knowledge and Data Engineering. 24: 1025-1035. DOI: 10.1109/Tkde.2011.71  0.535
2012 Cai D, He X. Manifold Adaptive Experimental Design for Text Categorization Ieee Transactions On Knowledge and Data Engineering. 24: 707-719. DOI: 10.1109/Tkde.2011.104  0.469
2012 Wu H, Bu J, Chen C, Zhu J, Zhang L, Liu H, Wang C, Cai D. Locally discriminative topic modeling Pattern Recognition. 45: 617-625. DOI: 10.1016/J.Patcog.2011.04.029  0.436
2011 Zhang L, Chen C, Bu J, Cai D, He X, Huang TS. Active Learning Based on Locally Linear Reconstruction. Ieee Transactions On Pattern Analysis and Machine Intelligence. 33: 2026-38. PMID 21282854 DOI: 10.1109/Tpami.2011.20  0.444
2011 Cai D, He X, Han J, Huang TS. Graph Regularized Nonnegative Matrix Factorization for Data Representation. Ieee Transactions On Pattern Analysis and Machine Intelligence. 33: 1548-60. PMID 21173440 DOI: 10.1109/Tpami.2010.231  0.562
2011 Zheng M, Bu J, Chen C, Wang C, Zhang L, Qiu G, Cai D. Graph regularized sparse coding for image representation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 20: 1327-36. PMID 21047712 DOI: 10.1109/Tip.2010.2090535  0.482
2011 Shao Y, Zhou Y, Cai D. Variational inference with graph regularization for image annotation Acm Transactions On Intelligent Systems and Technology. 2: 11. DOI: 10.1145/1899412.1899415  0.418
2011 He X, Cai D, Shao Y, Bao H, Han J. Laplacian Regularized Gaussian Mixture Model for Data Clustering Ieee Transactions On Knowledge and Data Engineering. 23: 1406-1418. DOI: 10.1109/Tkde.2010.259  0.524
2011 Cai D, He X, Han J. Locally Consistent Concept Factorization for Document Clustering Ieee Transactions On Knowledge and Data Engineering. 23: 902-913. DOI: 10.1109/Tkde.2010.165  0.544
2011 Yao G, Hua W, Lin B, Cai D. Kernel approximately harmonic projection Neurocomputing. 74: 2861-2866. DOI: 10.1016/J.Neucom.2011.03.042  0.463
2010 Cai D, He X, Han J. Speed up kernel discriminant analysis The Vldb Journal. 20: 21-33. DOI: 10.1007/s00778-010-0189-3  0.387
2008 He X, Cai D, Han J. Learning a Maximum Margin Subspace for Image Retrieval Ieee Transactions On Knowledge and Data Engineering. 20: 189-201. DOI: 10.1109/Tkde.2007.190692  0.575
2008 Cai D, He X, Han J. SRDA: An Efficient Algorithm for Large-Scale Discriminant Analysis Ieee Transactions On Knowledge and Data Engineering. 20: 1-12. DOI: 10.1109/Tkde.2007.190669  0.542
2007 He X, Cai D, Wen J, Ma W, Zhang H. Clustering and searching WWW images using link and page layout analysis Acm Transactions On Multimedia Computing, Communications, and Applications. 3: 10. DOI: 10.1145/1230812.1230816  0.355
2006 Cai D, He X, Han J, Zhang HJ. Orthogonal laplacianfaces for face recognition. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 15: 3608-14. PMID 17076419 DOI: 10.1109/Tip.2006.881945  0.529
2006 Lu K, Zhao J, Cai D. An algorithm for semi-supervised learning in image retrieval Pattern Recognition. 39: 717-720. DOI: 10.1016/J.Patcog.2005.11.009  0.459
2005 Cai D, He X, Han J. Document clustering using locality preserving indexing Ieee Transactions On Knowledge and Data Engineering. 17: 1624-1637. DOI: 10.1109/Tkde.2005.198  0.532
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