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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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79/119 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
Low-probability matches (unlikely to be authored by this person)
2019 Wei L, Yu Z, Jin Z, Xie L, Huang J, Cai D, He X, Hua X. Dual Graph for Traffic Forecasting Ieee Access. 1-1. DOI: 10.1109/Access.2019.2958380  0.295
2021 Fu C, Wang C, Cai D. High Dimensional Similarity Search with Satellite System Graph: Efficiency, Scalability, and Unindexed Query Compatibility. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33755554 DOI: 10.1109/TPAMI.2021.3067706  0.279
2021 Feng H, Chen M, Hu J, Shen D, Liu H, Cai D. Complementary Pseudo Labels For Unsupervised Domain Adaptation On Person Re-identification. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33556009 DOI: 10.1109/TIP.2021.3056212  0.276
2020 Cai D, Lam W. Graph Transformer for Graph-to-Sequence Learning Proceedings of the Aaai Conference On Artificial Intelligence. 34: 7464-7471. DOI: 10.1609/AAAI.V34I05.6243  0.254
2020 Li Y, Hong Z, Cai D, Huang Y, Gong L, Liu C. A SVM and SLIC Based Detection Method for Paddy Field Boundary Line. Sensors (Basel, Switzerland). 20. PMID 32375262 DOI: 10.3390/s20092610  0.249
2020 Chen M, Zhao S, Liu H, Cai D. Adversarial-Learned Loss for Domain Adaptation Proceedings of the Aaai Conference On Artificial Intelligence. 34: 3521-3528. DOI: 10.1609/AAAI.V34I04.5757  0.247
2023 Huang C, He T, Ren H, Wang W, Lin B, Cai D. OBMO: One Bounding Box Multiple Objects for Monocular 3D Object Detection. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 37988216 DOI: 10.1109/TIP.2023.3333225  0.242
2019 Fu C, Xiang C, Wang C, Cai D. Fast approximate nearest neighbor search with the navigating spreading-out graph Proceedings of the Vldb Endowment. 12: 461-474. DOI: 10.14778/3303753.3303754  0.239
2020 Xie L, Xiang C, Yu Z, Xu G, Yang Z, Cai D, He X. PI-RCNN: An Efficient Multi-Sensor 3D Object Detector with Point-Based Attentive Cont-Conv Fusion Module Proceedings of the Aaai Conference On Artificial Intelligence. 34: 12460-12467. DOI: 10.1609/AAAI.V34I07.6933  0.209
2020 Zhu Y, Lin J, He S, Wang B, Guan Z, Liu H, Cai D. Addressing the Item Cold-Start Problem by Attribute-Driven Active Learning Ieee Transactions On Knowledge and Data Engineering. 32: 631-644. DOI: 10.1109/TKDE.2019.2891530  0.205
2023 Xie L, Xu G, Cai D, He X. X-view: Non-egocentric Multi-View 3D Object Detector. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 37027686 DOI: 10.1109/TIP.2023.3245337  0.179
2020 Chen L, Guan Z, Xu Q, Zhang Q, Sun H, Lu G, Cai D. Question-Driven Purchasing Propensity Analysis for Recommendation Proceedings of the Aaai Conference On Artificial Intelligence. 34: 35-42. DOI: 10.1609/AAAI.V34I01.5331  0.174
2015 Yang P, Wang H, Fang H, Cai D. Opinions matter: a general approach to user profile modeling for contextual suggestion Information Retrieval. 18: 586-610. DOI: 10.1007/S10791-015-9278-7  0.172
2022 Zhao S, Zhou L, Wang W, Cai D, Lam TL, Xu Y. Toward Better Accuracy-Efficiency Trade-Offs: Divide and Co-Training. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 31: 5869-5880. PMID 36063503 DOI: 10.1109/TIP.2022.3201602  0.168
2020 Liu Z, Zheng T, Xu G, Yang Z, Liu H, Cai D. Training-Time-Friendly Network for Real-Time Object Detection Proceedings of the Aaai Conference On Artificial Intelligence. 34: 11685-11692. DOI: 10.1609/AAAI.V34I07.6838  0.141
2020 Gu M, Zhao Z, Jin W, Cai D, Wu F. Video Dialog via Multi-Grained Convolutional Self-Attention Context Multi-Modal Networks Ieee Transactions On Circuits and Systems For Video Technology. 30: 4453-4466. DOI: 10.1109/TCSVT.2019.2957309  0.124
2017 Shan S, Cai D, Deng C, Chang H. Special issue on selected and extended papers from the 2015 International Conference on Intelligence Science and Big Data Engineering (IScIDE 2015) Neurocomputing. 269: 1-2. DOI: 10.1016/j.neucom.2017.05.077  0.114
2019 Fan L, Yang H, Yu L, Wang Z, Ye J, Zhao Y, Cai D, Zhao H, Yao F. Multicenter, prospective, observational study of a novel technique for preoperative pulmonary nodule localization. The Journal of Thoracic and Cardiovascular Surgery. PMID 31866078 DOI: 10.1016/j.jtcvs.2019.10.148  0.104
2018 Chen Z, Zhang C, Zhao Z, Yao C, Cai D. Question retrieval for community-based question answering via heterogeneous social influential network Neurocomputing. 285: 117-124. DOI: 10.1016/j.neucom.2018.01.034  0.101
2017 Gao Y, Miao X, Chen G, Zheng B, Cai D, Cui H. On efficiently finding reverse k-nearest neighbors over uncertain graphs The Vldb Journal. 26: 467-492. DOI: 10.1007/s00778-017-0460-y  0.099
2020 Pan B, Yang Y, Zhao Z, Zhuang Y, Cai D. Bi-Decoder Augmented Network for Neural Machine Translation Neurocomputing. 387: 188-194. DOI: 10.1016/j.neucom.2020.01.003  0.085
2014 Cai D, Li H, Wang R, Li Y, Pan Y, Hu H, Zhang Y, Gong R, Pan B, Sun Y, Chen H. Comparison of clinical features, molecular alterations, and prognosis in morphological subgroups of lung invasive mucinous adenocarcinoma. Oncotargets and Therapy. 7: 2127-32. PMID 25429229 DOI: 10.2147/OTT.S70984  0.081
2014 Pan Y, Zhang Y, Li Y, Hu H, Wang L, Li H, Wang R, Ye T, Luo X, Zhang Y, Li B, Cai D, Shen L, Sun Y, Chen H. ALK, ROS1 and RET fusions in 1139 lung adenocarcinomas: a comprehensive study of common and fusion pattern-specific clinicopathologic, histologic and cytologic features. Lung Cancer (Amsterdam, Netherlands). 84: 121-6. PMID 24629636 DOI: 10.1016/j.lungcan.2014.02.007  0.076
2021 Su Y, Wang Y, Cai D, Baker S, Korhonen A, Collier N. PROTOTYPE-TO-STYLE: Dialogue Generation With Style-Aware Editing on Retrieval Memory Ieee/Acm Transactions On Audio, Speech, and Language Processing. 29: 2152-2161. DOI: 10.1109/TASLP.2021.3087948  0.073
2021 Pan B, Yang Y, Li B, Cai D. Self-supervised attention flow for dialogue state tracking Neurocomputing. 440: 279-286. DOI: 10.1016/j.neucom.2021.01.118  0.056
2014 Zhang Y, Wang R, Cai D, Li Y, Pan Y, Hu H, Wang L, Li H, Ye T, Luo X, Zhang Y, Li B, Shen L, Sun Y, Chen H. A comprehensive investigation of molecular features and prognosis of lung adenocarcinoma with micropapillary component. Journal of Thoracic Oncology : Official Publication of the International Association For the Study of Lung Cancer. 9: 1772-8. PMID 25226429 DOI: 10.1097/JTO.0000000000000341  0.054
2014 Hu H, Pan Y, Li Y, Wang L, Wang R, Zhang Y, Li H, Ye T, Zhang Y, Luo X, Shao L, Sun Z, Cai D, Xu J, Lu Q, et al. Oncogenic mutations are associated with histological subtypes but do not have an independent prognostic value in lung adenocarcinoma. Oncotargets and Therapy. 7: 1423-37. PMID 25152623 DOI: 10.2147/OTT.S58900  0.05
2017 Feng L, Cai D, Muhetaer A, Yang YL, Ren F, Yishake M, Zhang H, Fang Y, Wushou A. Spindle cell carcinoma: the general demographics, basic clinico-pathologic characteristics, treatment, outcome and prognostic factors. Oncotarget. PMID 28591732 DOI: 10.18632/oncotarget.18017  0.047
2022 Zhou S, Cai D, Chen C, Luo J, Wang R. Preoperative Changes of Lung Nodule on Computed Tomography and Their Relationship With Pathological Outcomes. Frontiers in Surgery. 9: 836924. PMID 35372466 DOI: 10.3389/fsurg.2022.836924  0.041
2016 Wang B, Ester M, Liao Y, Bu J, Zhu Y, Guan Z, Cai D. The million domain challenge: Broadcast email prioritization by cross-domain recommendation Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 13: 1895-1904. DOI: 10.1145/2939672.2939863  0.032
2021 Chen C, Yang H, Cai D, Xiang L, Fang W, Wang R. Preoperative peripheral blood neutrophil-to-lymphocyte ratios (NLR) and platelet-to-lymphocyte ratio (PLR) related nomograms predict the survival of patients with limited-stage small-cell lung cancer. Translational Lung Cancer Research. 10: 866-877. PMID 33718028 DOI: 10.21037/tlcr-20-997  0.032
2021 Chen M, Cai D, Gu H, Yang J, Fan L. MALAT1 rs619586 A/G polymorphisms are associated with decreased risk of lung cancer. Medicine. 100: e23716. PMID 33761627 DOI: 10.1097/MD.0000000000023716  0.031
2014 Zhang Y, Li J, Wang R, Li Y, Pan Y, Cai D, Hu H, Li H, Ye T, Luo X, Zhang Y, Li B, Shen L, Sun Y, Chen H. The prognostic and predictive value of solid subtype in invasive lung adenocarcinoma. Scientific Reports. 4: 7163. PMID 25418354 DOI: 10.1038/srep07163  0.027
2021 Zhang Y, Warden AR, Ahmad KZ, Liu Y, He X, Zheng M, Huo X, Zhi X, Ke Y, Li H, Yan S, Su W, Cai D, Ding X. Single-Cell Microwell Platform Reveals Circulating Neural Cells as a Clinical Indicator for Patients with Blood-Brain Barrier Breakdown. Research (Washington, D.C.). 2021: 9873545. PMID 34327332 DOI: 10.34133/2021/9873545  0.025
2016 Huang Y, Wang R, Pan Y, Zhang Y, Li H, Cheng C, Zheng D, Zheng S, Li Y, Shen X, Hu H, Cai D, Wang S, Zhang Y, Xiang J, et al. Clinical and genetic features of lung squamous cell cancer in never-smokers. Oncotarget. PMID 27092882 DOI: 10.18632/oncotarget.8745  0.024
2014 Ma X, Gong R, Wang R, Pan Y, Cai D, Pan B, Li Y, Xiang J, Li H, Zhang J, Sun Y, Chen H. Recurrent TERT promoter mutations in non-small cell lung cancers. Lung Cancer (Amsterdam, Netherlands). 86: 369-73. PMID 25456736 DOI: 10.1016/j.lungcan.2014.10.009  0.017
2014 Pan Y, Zhang Y, Li Y, Hu H, Wang L, Li H, Wang R, Ye T, Luo X, Zhang Y, Li B, Cai D, Shen L, Sun Y, Chen H. Prevalence, clinicopathologic characteristics, and molecular associations of EGFR exon 20 insertion mutations in East Asian patients with lung adenocarcinoma. Annals of Surgical Oncology. 21: S490-6. PMID 24419753 DOI: 10.1245/s10434-013-3452-1  0.015
2015 Zheng D, Wang R, Pan Y, Zheng S, Zhang Y, Li H, Cheng C, Gong R, Li Y, Shen X, Hu H, Cai D, Cheng X, Sun Y, Chen H. Prevalence and Clinicopathological Characteristics of BRAF Mutations in Chinese Patients with Lung Adenocarcinoma. Annals of Surgical Oncology. PMID 26202550 DOI: 10.1245/s10434-015-4640-y  0.013
2014 Wang L, Hu H, Pan Y, Wang R, Li Y, Shen L, Yu Y, Li H, Cai D, Sun Y, Chen H. PIK3CA mutations frequently coexist with EGFR/KRAS mutations in non-small cell lung cancer and suggest poor prognosis in EGFR/KRAS wildtype subgroup. Plos One. 9: e88291. PMID 24533074 DOI: 10.1371/journal.pone.0088291  0.012
2015 Wang R, Zhang Y, Pan Y, Li Y, Hu H, Cai D, Li H, Ye T, Luo X, Zhang Y, Li B, Shen L, Sun Y, Chen H. Comprehensive investigation of oncogenic driver mutations in Chinese non-small cell lung cancer patients. Oncotarget. PMID 26486077 DOI: 10.18632/oncotarget.5549  0.012
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