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GuoJun Qi, Ph.D. - Publications

Affiliations: 
2013 Electrical and Computer Eng University of Illinois, Urbana-Champaign, Urbana-Champaign, IL 
Area:
Electronics and Electrical Engineering, Computer Science
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59 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
2023 Liu L, Jiang X, Zheng F, Chen H, Qi GJ, Huang H, Shao L. A Bayesian Federated Learning Framework with Online Laplace Approximation. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 37812559 DOI: 10.1109/TPAMI.2023.3322743  0.377
2023 Wang Y, Xuan Z, Ho C, Qi GJ. Adversarial Dense Contrastive Learning for Semi-supervised Semantic Segmentation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 37527313 DOI: 10.1109/TIP.2023.3299196  0.347
2023 Li Z, Tang H, Peng Z, Qi GJ, Tang J. Knowledge-Guided Semantic Transfer Network for Few-Shot Image Recognition. Ieee Transactions On Neural Networks and Learning Systems. PMID 37022403 DOI: 10.1109/TNNLS.2023.3240195  0.512
2022 Wang X, Qi GJ. Contrastive Learning with Stronger Augmentations. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 36049010 DOI: 10.1109/TPAMI.2022.3203630  0.367
2021 Xu H, Xiong H, Qi GJ. K-Shot Contrastive Learning of Visual Features with Multiple Instance Augmentations. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34018928 DOI: 10.1109/TPAMI.2021.3082567  0.339
2021 Xu Y, Xie L, Dai W, Zhang X, Chen X, Qi GJ, Xiong H, Tian Q. Partially-Connected Neural Architecture Search for Reduced Computational Redundancy. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33591909 DOI: 10.1109/TPAMI.2021.3059510  0.401
2021 Liu Y, Zhou W, Liu J, Qi GJ, Tian Q, Li H. An End-to-End Foreground-Aware Network for Person Re-Identification. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 30: 2060-2071. PMID 33460378 DOI: 10.1109/TIP.2021.3050839  0.487
2020 Wang X, Kihara D, Luo J, Qi GJ. EnAET: A Self-Trained framework for Semi-Supervised and Supervised Learning with Ensemble Transformations. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33347409 DOI: 10.1109/TIP.2020.3044220  0.392
2020 Qi GJ, Luo J. Small Data Challenges in Big Data Era: A Survey of Recent Progress on Unsupervised and Semi-Supervised Methods. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33074801 DOI: 10.1109/TPAMI.2020.3031898  0.374
2020 Xie Q, Zhou W, Qi G, Tian Q, Li H. Progressive Unsupervised Person Re-identification by Tracklet Association with Spatio-Temporal Regularization Ieee Transactions On Multimedia. 1-1. DOI: 10.1109/Tmm.2020.2985525  0.399
2020 Lu J, Peng Y, Qi G, Yu J. Guest Editorial Introduction to the Special Section on Representation Learning for Visual Content Understanding Ieee Transactions On Circuits and Systems For Video Technology. 30: 2797-2800. DOI: 10.1109/Tcsvt.2020.3009095  0.425
2019 Shen C, Jin Z, Chu W, Jiang R, Chen Y, Qi G, Hua X. Multi-level Similarity Perception Network for Person Re-identification Acm Transactions On Multimedia Computing, Communications, and Applications. 15: 1-19. DOI: 10.1145/3309881  0.432
2019 Shen C, Qi G, Jiang R, Jin Z, Yong H, Chen Y, Hua X. Sharp Attention Network via Adaptive Sampling for Person Re-Identification Ieee Transactions On Circuits and Systems For Video Technology. 29: 3016-3027. DOI: 10.1109/Tcsvt.2018.2872503  0.354
2019 Qi G. Loss-Sensitive Generative Adversarial Networks on Lipschitz Densities International Journal of Computer Vision. 128: 1118-1140. DOI: 10.1007/S11263-019-01265-2  0.427
2019 Zhu X, Liu H, Lei Z, Shi H, Yang F, Yi D, Qi G, Li SZ. Large-Scale Bisample Learning on ID Versus Spot Face Recognition International Journal of Computer Vision. 127: 684-700. DOI: 10.1007/S11263-019-01162-8  0.427
2018 Jin L, Shu X, Li K, Li Z, Qi GJ, Tang J. Deep Ordinal Hashing with Spatial Attention. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 30507504 DOI: 10.1109/Tip.2018.2883522  0.468
2018 Ye J, Qi G, Zhuang N, Hu H, Hua KA. Learning Compact Features for Human Activity Recognition via Probabilistic First-Take-All. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 30296212 DOI: 10.1109/Tpami.2018.2874455  0.411
2018 Jin L, Li K, Li Z, Xiao F, Qi GJ, Tang J. Deep Semantic-Preserving Ordinal Hashing for Cross-Modal Similarity Search. Ieee Transactions On Neural Networks and Learning Systems. PMID 30281496 DOI: 10.1109/Tnnls.2018.2869601  0.459
2018 Li K, Qi G, Hua KA. Learning Label Preserving Binary Codes for Multimedia Retrieval Acm Transactions On Multimedia Computing, Communications, and Applications. 14: 1-23. DOI: 10.1145/3152126  0.468
2018 Zhang L, Qi G, Zhang D, Tang J. Latent Dirichlet Truth Discovery: Separating Trustworthy and Untrustworthy Components in Data Sources Ieee Access. 6: 1741-1752. DOI: 10.1109/Access.2017.2780182  0.383
2017 Jin L, Li K, Hu H, Qi GJ, Tang J. Semantic Neighbor Graph Hashing for Multimodal Retrieval. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 29990250 DOI: 10.1109/Tip.2017.2776745  0.429
2017 Ye J, Hu H, Qi G, Hua KA. A Temporal Order Modeling Approach to Human Action Recognition from Multimodal Sensor Data Acm Transactions On Multimedia Computing, Communications, and Applications. 13: 1-22. DOI: 10.1145/3038917  0.364
2017 Li K, Qi G, Ye J, Yusuph T, Hua KA. Semantic Image Retrieval with Feature Space Rankings International Journal of Semantic Computing. 11: 171-192. DOI: 10.1142/S1793351X17400074  0.467
2016 Tang J, Chang S, Qi GJ, Tian Q, Rui Y, Huang TS. LEGO-MM: LEarning structured model by probabilistic loGic Ontology tree for MultiMedia. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 28113970 DOI: 10.1109/Tip.2016.2612825  0.725
2016 Tang J, Shu X, Qi GJ, Li Z, Wang M, Yan S, Jain R. Tri-Clustered Tensor Completion for Social-Aware Image Tag Refinement. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28113651 DOI: 10.1109/Tpami.2016.2608882  0.324
2016 Tang J, Chang S, Qi GJ, Tian Q, Rui Y, Huang TS. LEGO-MM: LEarning structured model by probabilistic loGic Ontology tree for MultiMedia. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 27705858 DOI: 10.1109/TIP.2016.2612825  0.73
2016 Li K, Qi G, Ye J, Hua K. Linear Subspace Ranking Hashing for Cross-modal Retrieval. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 27662669 DOI: 10.1109/Tpami.2016.2610969  0.441
2016 Qi GJ, Liu W, Aggarwal C, Huang TS. Joint Intermodal and Intramodal Label Transfers for Extremely Rare or Unseen Classes. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 27392343 DOI: 10.1109/Tpami.2016.2587643  0.495
2016 Shu X, Tang J, Qi GJ, Li Z, Jiang YG, Yan S. Image classification with tailored fine-grained dictionaries Ieee Transactions On Circuits and Systems For Video Technology. DOI: 10.1109/Tcsvt.2016.2607345  0.386
2016 Wang J, Qi G, Sebe N, Aggarwal CC. Guest Editorial: Big Media Data: Understanding, Search, and Mining Ieee Transactions On Big Data. 2: 31-31. DOI: 10.1109/Tbdata.2017.2665161  0.323
2016 Zhou Z, Qi G, Wu Z, Shi J. A platform-independent approach for parallel reasoning with OWL EL ontologies using graph representation Proceedings - International Conference On Tools With Artificial Intelligence, Ictai. 2016: 80-87. DOI: 10.1109/ICTAI.2015.25  0.309
2016 Li K, Qi G, Ye J, Hua KA. Cross-modal hashing through ranking subspace learning Proceedings - Ieee International Conference On Multimedia and Expo. 2016. DOI: 10.1109/ICME.2016.7552884  0.355
2016 Tian Q, Sebe N, Qi GJ, Huet B, Hong R, Liu X. MultiMedia Modeling: 22nd International Conference, MMM 2016 Miami, FL, USA, January 4-6, 2016 Proceedings, Part I Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9516. DOI: 10.1007/978-3-319-27671-7  0.395
2015 Xu N, Wang J, Qi G, Huang T, Lin W. Ontological Random Forests for Image Classification International Journal of Information Retrieval Research. 5: 61-74. DOI: 10.4018/IJIRR.2015070104  0.507
2015 Chang S, Han W, Tang J, Qi GJ, Aggarwal CC, Huang TS. Heterogeneous network embedding via deep architectures Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 2015: 119-128. DOI: 10.1145/2783258.2783296  0.374
2015 Qi GJ, Larochelle H, Huet B, Luo J, Yu K. Guest Editorial: Deep Learning for Multimedia Computing Ieee Transactions On Multimedia. 17: 1873-1874. DOI: 10.1109/Tmm.2015.2485538  0.445
2015 Qi GJ, Aggarwal CC, Huang TS. Breaking the Barrier to Transferring Link Information across Networks Ieee Transactions On Knowledge and Data Engineering. 27: 1741-1753. DOI: 10.1109/Tkde.2014.2313871  0.494
2015 Wang J, Qi G, Sebe N, Aggarwal CC. Guest Editorial: Big Media Data: Understanding, Search, and Mining (Part 2) Ieee Transactions On Big Data. 1: 151-151. DOI: 10.1109/Tbdata.2016.2518904  0.376
2015 Chang S, Qi GJ, Aggarwal CC, Zhou J, Wang M, Huang TS. Factorized Similarity Learning in Networks Proceedings - Ieee International Conference On Data Mining, Icdm. 2015: 60-69. DOI: 10.1109/ICDM.2014.115  0.456
2015 Chang S, Qi GJ, Yang Y, Aggarwal CC, Zhou J, Wang M, Huang TS. Large-scale supervised similarity learning in networks Knowledge and Information Systems. DOI: 10.1007/S10115-015-0894-8  0.715
2014 Sun F, Tang J, Li H, Qi GJ, Huang TS. Multi-label image categorization with sparse factor representation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 23: 1028-37. PMID 24474372 DOI: 10.1109/Tip.2014.2298978  0.534
2013 Tang J, Qi G, Zhang L, Xu C. Cross-Space Affinity Learning with Its Application to Movie Recommendation Ieee Transactions On Knowledge and Data Engineering. 25: 1510-1519. DOI: 10.1109/Tkde.2012.87  0.418
2013 Chang S, Qi GJ, Tang J, Tian Q, Rui Y, Huang TS. Multimedia LEGO: LEarning structured model by probabilistic loGic Ontology tree Proceedings - Ieee International Conference On Data Mining, Icdm. 979-984. DOI: 10.1109/ICDM.2013.49  0.592
2012 Qi GJ, Aggarwal C, Tian Q, Ji H, Huang TS. Exploring context and content links in social media: a latent space method. Ieee Transactions On Pattern Analysis and Machine Intelligence. 34: 850-62. PMID 21968917 DOI: 10.1109/Tpami.2011.191  0.627
2012 Qi G, Tsai M, Tsai S, Cao L, Huang TS. Web-Scale Multimedia Information Networks Proceedings of the Ieee. 100: 2688-2704. DOI: 10.1109/JPROC.2012.2201909  0.535
2012 Wang J, Zhao Z, Zhou J, Wang H, Cui B, Qi G. Recommending Flickr groups with social topic model Information Retrieval. 15: 278-295. DOI: 10.1007/S10791-012-9193-0  0.371
2011 Tang J, Hong R, Yan S, Chua T, Qi G, Jain R. Image annotation by k NN-sparse graph-based label propagation over noisily tagged web images Acm Transactions On Intelligent Systems and Technology. 2: 14. DOI: 10.1145/1899412.1899418  0.4
2011 Uddin MYS, Wang H, Saremi F, Qi GJ, Abdelzaher T, Huang T. PhotoNet: A similarity-aware picture delivery service for situation awareness Proceedings - Real-Time Systems Symposium. 317-326. DOI: 10.1109/RTSS.2011.36  0.304
2011 Qi GJ, Aggarwal C, Rui Y, Tian Q, Chang S, Huang T. Towards cross-category knowledge propagation for learning visual concepts Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 897-904. DOI: 10.1109/CVPR.2011.5995312  0.493
2010 Qi G, Hua X, Rui Y, Tang J, Zhang H. Image Classification With Kernelized Spatial-Context Ieee Transactions On Multimedia. 12: 278-287. DOI: 10.1109/Tmm.2010.2046270  0.655
2010 Tang J, Li H, Qi G, Chua T. Image Annotation by Graph-Based Inference With Integrated Multiple/Single Instance Representations Ieee Transactions On Multimedia. 12: 131-141. DOI: 10.1109/Tmm.2009.2037373  0.44
2009 Qi GJ, Hua XS, Rui Y, Tang J, Zhang HJ. Two-dimensional multilabel active learning with an efficient online adaptation model for image classification. Ieee Transactions On Pattern Analysis and Machine Intelligence. 31: 1880-97. PMID 19696456 DOI: 10.1109/Tpami.2008.218  0.684
2009 Wang M, Hua X, Hong R, Tang J, Qi G, Song Y. Unified Video Annotation via Multigraph Learning Ieee Transactions On Circuits and Systems For Video Technology. 19: 733-746. DOI: 10.1109/Tcsvt.2009.2017400  0.437
2009 Tang J, Qi G, Wang M, Hua X. Video semantic analysis based on structure-sensitive anisotropic manifold ranking Signal Processing. 89: 2313-2323. DOI: 10.1016/J.Sigpro.2009.01.020  0.373
2009 Wang M, Hua X, Mei T, Hong R, Qi G, Song Y, Dai L. Semi-supervised kernel density estimation for video annotation Computer Vision and Image Understanding. 113: 384-396. DOI: 10.1016/J.Cviu.2008.08.003  0.417
2008 Tang J, Hua XS, Wang M, Gu Z, Qi GJ, Wu X. Correlative linear neighborhood propagation for video annotation. Ieee Transactions On Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the Ieee Systems, Man, and Cybernetics Society. 39: 409-16. PMID 19095553 DOI: 10.1109/TSMCB.2008.2006045  0.364
2008 Qi G, Hua X, Rui Y, Tang J, Mei T, Wang M, Zhang H. Correlative multilabel video annotation with temporal kernels Acm Transactions On Multimedia Computing, Communications, and Applications. 5: 1-27. DOI: 10.1145/1404880.1404883  0.68
2008 Tang J, Hua X, Qi G, Song Y, Wu X. Video Annotation Based on Kernel Linear Neighborhood Propagation Ieee Transactions On Multimedia. 10: 620-628. DOI: 10.1109/Tmm.2008.921853  0.48
2007 WANG M, HUA X, MEI T, TANG J, QI G, SONG Y, DAI L. INTERACTIVE VIDEO ANNOTATION BY MULTI-CONCEPT MULTI-MODALITY ACTIVE LEARNING International Journal of Semantic Computing. 1: 459-477. DOI: 10.1142/S1793351X0700024X  0.471
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