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Journal Paper
[1]Jialiang Zhang,Lixiang Lin,Jianke Zhu*,Yang Li,Yun-chen Chen,Yao Hu,Steven C.H.Hoi,“Attribute-Aware Pedestrian Detection in a Crowd,”IEEE Trans.on Multimedia,2020.[PDF][Code:https://github.com/kalyo-zjl/APD][Rank 1st on Citypersons]
[2]Hantang Liu,Yinghao Xu,Jialiang Zhang,Jianke Zhu*,Yang Li,Steven C.H.Hoi,“DeepFacade:A Deep Learning Approach to Facade Parsing with Symmetric Loss,”IEEE Trans.on Multimedia,2020.[PDF][Code: https://github.com/liuhantang/DeepFacade]
[3]Yang Li,Florian Richter,Jingpei Lu,Emily Funk,Ryan Orosco,Jianke Zhu*,Michael C.Yip,“SuPer:A Surgical Perception Framework for Endoscopic Tissue Manipulation with Surgical Robotics”,In IEEE Robotics and Automation Letters(RA-L)&Int.Conference on Robotics and Automation(ICRA),2020.[PDF][Project Webpage]
[4]Jialiang Zhang,Xiongwei Wu,Steven C.H.Hoi,Jianke Zhu*,Feature agglomeration networks for single stage face detection.Neurocomputing 380:180-189(2020).[PDF]
[5]Xiongwei Wu,Doyen Sahoo,Daoxin Zhang,Jianke Zhu,Steven C.H.Hoi,Single-shot bidirectional pyramid networks for high-quality object detection.Neurocomputing 401:1-9(2020)[PDF]
[6]Dan Ma,Bin Liu,Zhao Kang,Jiayu Zhou,Jianke Zhu,Zenglin Xu,Two birds with one stone:Transforming and generating facial images with iterative GAN.Neurocomputing 396:278-290(2020)[PDF]
[7]Wei Feng,Ruize Han,Qing Guo,Jianke Zhu,and Song Wang,“Dynamic Saliency-Aware Regularization for Correlation Filter based Object Tracking”,IEEE Trans.on Image Processing 28(7):3232-3245(2019).
[8]Qingqun Ning,Zhao Liu,Jianke Zhu*,Mingli Song,Jiajun Bu and Chun Chen,“Noise-aware Co-segmentation with Local and Global Priors”,Neurocomputing 287:221-231(2018)
[9]Wenjie Song,Yang Li,Jianke Zhu*and Chun Chen,“Temporally-Adjusted Correlation Filter-based Tracking”,Neurocomputing,286:121-129(2018)
[10]Qingqun Ning,Jianke Zhu*and Chun Chen,“Very Fast Semantic Image Segmentation Using Hierarchical Dilation and Feature Refining”,Cognitive Computation 10(1):62-72(2018).
[11]Xingyu Gao,Steven C.H.Hoi,Yongdong Zhang,Jianshe Zhou,Ji Wan,Zhenyu Chen,Jintao Li,Jianke Zhu,“Sparse Online Learning of Image Similarity.”ACM TIST 8(5):64:1-64:22(2017).
[12]Qingqun Ning,Jianke Zhu*,Zhiyuan Zhong and Chun Chen,“Scalable Image Retrieval by Sparse Product Quantization”,IEEE Trans.on Multimedia,March(2017).
[13]Jianke Zhu*,Chenxia Wu,Chun Chen and Deng Cai,“Treelets Binary Feature Retrieval for Fast Keypoint Recognition”,IEEE Trans.on Cybernetics,vol.45,issue 10.Oct.2015,pp.2129–2141.
[14]Wenjie Song,Jianke Zhu*,Yang Li,and Chun Chen,“Image Alignment by Online Robust PCA via Stochastic Gradient Descent,IEEE Trans.Circuits Syst.Video Techn.26(7):1241-1250(2016).
[15]Chaoqun Hong,Jianke Zhu,Jun Yu,Jun Cheng,Xuhui Chen,“Realtime and robust object matching with a large number of templates.”Multim.Tools Appl.75(3):1459-1480(2016)
[16]Zhiyuan Zhong,Jianke Zhu*and Steven C.H.Hoi,“Fast Object Retrieval Using Direct Spatial Matching”,IEEE Trans.on Multimedia,vol.17,issue 8.Aug.2015,pp.1391-1397
[17]Zhao Liu,Jianke Zhu*,Jiajun Bu and Chun Chen,“A survey of human pose estimation:The body parts parsing based methods”,Journal of Visual Communication and Image Representation,vol.32.Oct.2015,pp.10-19.
[18]Xinyu Wang,Jianke Zhu*,Zibin Zheng,Wenjie Song,Yuanhong Shen,and Michael R.Lyu,“A Spatial-Temporal QoS Prediction Approach to Time-Aware Web Service Recommendation”,ACM Trans.on Web,2016.
[19]Xinyu Wang,Jianke Zhu*and Yuanhong Shen,“Network-aware QoS prediction for Service Composition Using Geolocation”,IEEE Trans.on Service Computing(TSC),vol.8,issue 4.July-Aug 2015,pp.630–643.
[20]Dayong Wang,Steven C.H.Hoi,Ying He,Jianke Zhu,Tao Mei and Jiebo Luo,“Retrieval-based Face Annotation by Weak Label Regularized Local Coordinate Coding,”IEEE Trans.on Pattern Analysis and Machine Intelligences(TPAMI),vol.36,March 2014,pp.550-563.
[21]Dayong Wang,Steven C.H.Hoi,Ying He and Jianke Zhu,“Mining weakly labeled web facial images for search-based face annotation,”IEEE Trans.on Knowledge and Data Engineering,vol.26.Jan.2014,pp.166-179.
[22]Luming Zhang,Yue Gao,Chaoqun Hong,Yinfu Feng,Jianke Zhu and Deng Cai,'Feature Correlation Hypergraph:Exploiting High-order Potentials for Multimodal Recognition,'IEEE Trans.on Cybernetics,vol.44.Aug.2014,1397-1407.
[23]Zhao Liu,Jianke Zhu*,Jiajun Bu and Chun Chen,“Object Cosegmentation by Nonrigid Mapping”,Neurocomputing,vol.135,2014,pp.107-116.
[24]Chenxia Wu,Jianke Zhu*,Deng Cai,Chun Chen and Jiajun Bu,“Semi-Supervised Bootstrap Nonlinear Sequential Projection Learning Hashing,”IEEE Trans.on Knowledge and Data Engineering,vol.25,Jun.2013,pp.1380-1393.
[25]Chaoqun Hong and Jianke Zhu,“Hypergraph-based multi-example ranking with sparse representation for transductive learning image retrieval”,Neurocomputing,vol.101,Feb.2013,pp.94-103.
[26]Lei Wu,Steven C.H.Hoi,Rong Jin,Jianke Zhu and Nenghai Yu,“Learning Bregman Distance Functions for Semi-supervised Clustering,”IEEE Trans.on Knowledge and Data Engineering,2012.
[27]Hao Wu,Jiajun Bu,Chun Chen,Jianke Zhu,Lijun Zhang,Haifeng Liu,Can Wang and Deng Cai,“Locally discriminative topic modeling.”Pattern Recognition 45(1):617-625(2012).
[28]Lei Wu,Steven C.H.Hoi,Rong Jin,Jianke Zhu and Nenghai Yu,“Distance Metric Learning from Uncertain Side Information for Automated Photo Tagging,”ACM Trans.on Intelligent Systems and Technology,Nov.,2011.
[29]Jianke Zhu,Steven C.H.Hoi,Michael R.Lyu and Shuicheng Yan,“A Semi-supervised Approach to Near Duplicate Keyframe Detection and Retrieval,”ACM Trans.on Multimedia Computing,Communications and Applications(TOMCCAP),Feb.2011.
[30]Hao Ma,Jianke Zhu,Michael R.Lyu and Irwin King,“Bridging the Semantic Gap between Image Contents and Tags,”IEEE Trans.on Multimedia,August 2010.
[31]Jianke Zhu,Michael R.Lyu and Thomas S.Huang,'A Fast 2D Shape Recovery Approach by Fusing Features and Appearance,'IEEE Trans.on Pattern Analysis and Machine Intelligences(TPAMI),vol.31,July 2009,pp.1210-1224.
[32]Steven C.H.Hoi,Rong Jin,Jianke Zhu and Michael R.Lyu,“Semi-Supervised SVM Batch Mode Active Learning with Applications to Image Retrieval,”ACM Trans.on Information Systems(TOIS),vol.27,May 2009.
[33]Zenglin Xu,Kaizhu Huang,Jianke Zhu,Irwin King and Michael R.Lyu,“A Novel Kernel-based Maximum A Posteriori Classification Method,”Neural Networks,vol.22,Sep.2009,pp.977-987.
[34]Jianke Zhu,Steven C.H.Hoi and Michael R.Lyu,'Robust Regularized Kernel Regression,'IEEE Trans.on Systems,Man,and Cybernetics-Part B:Cybernetics,2008.
[35]Jianke Zhu,Steven C.H.Hoi and Michael R.Lyu,'Face Annotation by Transductive Kernel Fisher Discriminant,'IEEE Trans.on Multimedia,vol.10,Jan.2008,pp.86-96.
Conference Paper
[36]Shu-Ting Shi,Wenhao Zheng,Jun Tang,Qing-Guo Chen,Yao Hu,Jianke Zhu,Ming Li,“Deep Time-Stream Framework for Click-Through Rate Prediction by Tracking Interest Evolution”,AAAI 2020.
[37]Shengyu Zhang,Tan Jiang,Tan Wang,Kun Kuang,Zhou Zhao,Jianke Zhu,Jin Yu,Hongxia Yang,Fei Wu,“DeVLBert:Learning Deconfounded Visio-Linguistic Representations”.ACM Multimedia 2020:4373-4382.
[38]Jianbo Wang,Kai Qiu,Houwen Peng,Jianlong Fu,Jianke Zhu,“AI Coach:Deep Human Pose Estimation and Analysis for Personalized Athletic Training Assistance”,ACM Multimedia 2019:374-382.Full paper in Main Track.
[39]Jianbo Wang,Kai Qiu,Houwen Peng,Jianlong Fu,Jianke Zhu,“AI Coach:Deep Human Pose Estimation and Analysis for Personalized Athletic Training Assistance”,ACM Multimedia 2019:2228-2230.Demo Paper.
[40]Yang Li,Jianke Zhu*,Steven Hoi,Wenjie Song,Zhefeng Wang and Hantang Liu,“Robust Estimation of Similarity Transformation for Visual Object Tracking”,AAAI 2019:8666-8673.[PDF][Code: https://github.com/ihpdep/LDES]
[41]Jianke Zhu,“Image Gradient-based Joint Direct Visual Odometry for Stereo Camera,”IJCAI 2017.
[42]Yang Li,Zhan Xu,Jianke Zhu*,“CFNN:Correlation Filter Neural Network for Visual Object Tracking,”IJCAI 2017.[Code: https://github.com/zhan-xu/CFNN]
[43]Hantang Liu,Jialiang Zhang,Jianke Zhu*,Steven C.H.Hoi,“DeepFacade:A Deep Learning Approach to Facade Parsing,”IJCAI 2017.[Code: https://github.com/liuhantang/DeepFacade]
[44]Yang Li,Jianke Zhu and Steven C.H.Hoi“Reliable Patch Trackers:Robust Visual Tracking by Exploiting Reliable Patches”,CVPR 2015.[Code: https://github.com/ihpdep/rpt]
[45]Yang Li and Jianke Zhu,“A Scale Adaptive Kernel Correlation Filter Tracker with Feature Integration”,ECCV 2014 Workshop:VOT’14 Challenge.Ranked 2/38.[Code:https://github.com/ihpdep/samf]
[46]Ji Wan,Dayong Wang,Steven C.H.Hoi,Pengcheng Wu,Jianke Zhu,Yongdong Zhang and Jintao Li,“Deep Learning for Content-based Image Retrieval:A Comprehensive Study”,ACM Multimedia 2104.
[47]Chenxia Wu,Haiqin Yang,Jianke Zhu,Jiemi Zhang,Irwin King and Michael Lyu,“Sparse Poisson Coding for High Dimensional Document Clustering”,IEEE Big Data 2013,short paper.
[48]Yuanhong Shen,Jianke Zhu,Xinyu Wang,Liang Cai,Xiaohu Yang,and Bo Zhou,“Geographic Location-Based Network-aware QoS Prediction for Service Composition”,ICWS 2013,Research Track.
[49]Dayong Wang,Steven C.H.Hoi,Pengcheng Wu,Jianke Zhu,Ying He and Chunyan Miao,“Learning to Name Faces:A Multimodal Learning Scheme for Search-Based Face Annotation”,SIGIR 2013.
[50]Steven C.H.Hoi,Dayong Wang,I Yeu Cheng,Elmer Lin,Jianke Zhu,Ying He and Chunyan Miao,“FANS:Face Annotation by Searching Large-scale Web Facial Images”,WWW 2013,Demo Track.
[51]Jiemi Zhang,Chenxia Wu,Deng Cai and Jianke Zhu,“Bilevel Visual Words Coding for Image Classification”,IJCAI 2013.
[52]Chenxia Wu,Jianke Zhu,Jiemi Zhang,Chun Chen and Deng Cai,“A Convolutional Treelets Binary Feature Approach to Fast Keypoint Recognition,”ECCV 2012.
[53]Chaoqun Hong,Jianke Zhu,Mingli Song and Yinting Wang,“Realtime Object Matching with Robust Dominant Orientation Templates,”ICPR 2012.
[54]Chenxia Wu,Jianke Zhu and Jiemi Zhang,“A Content-based Video Copy Detection Method with Randomly Projected Binary Features,”CVPR Workshop on LSVSM 2012.
[55]Jiajun Bu,Bin Xu,Chenxia Wu,Chun Chen,Jianke Zhu,Deng Cai and Xiaofei He,“Unsupervised face-name association via commute distance”,ACM Multimedia 2012.
[56]Jianke Zhu,Hao Ma,Jiajun Bu and Chun Chen,“Social Recommendation Using Low-Rank Semidefinite Program,”AAAI 2011.
[57]Dayong Wang,Steven C.H.Hoi,Ying He and Jianke Zhu,“Retrieval-based face annotation by weak label regularized local coordinate coding,”ACM Multimedia 2011:353-362.
[58]Jianke Zhu,Luc Van Gool and Steven C.H.Hoi,“Unsupervised Face Alignment by Robust Nonrigid Mapping,”IEEE International Conference on Computer Vision(ICCV2009).
[59]Zenglin Xu,Rong Jin,Jianke Zhu,Irwin King,Michael R.Lyu and Zhirong Yang,'Adaptive Regularization for Transductive Support Vector Machine,'Advances in Neural Information Processing Systems(NIPS2009).
[60]Lei Wu,Rong Jin,Steven C.H.Hoi,Jianke Zhu and Nenghai Yu,'Learning Bregman Distance Functions and Its Application for Semi-Supervised Clustering,'Advances in Neural Information Processing Systems(NIPS2009).
[61]Jianke Zhu,Steven C.H.Hoi and Michael R.Lyu,“Nonrigid Shape Recovery by Gaussian Process Regression,”IEEE Conference on Computer Vision and Pattern Recognition(CVPR2009).
[62]Lei Wu,Steven C.H.Hoi,Rong Jin,Jianke Zhu and Nenghai Yu,“Distance Metric Learning from Uncertain Side Information with Application to Automated Photo Tagging,”ACM Multimedia 2009.
[63]Jianke Zhu,Steven C.H.Hoi,Michael R.Lyu and Shuicheng Yan,“Near-Duplicate Keyframe Retrieval by Nonrigid Image Matching,”ACM Multimedia 2008.
[64]Jianke Zhu,Steven C.H.Hoi,Zenglin Xu and Michael R.Lyu,“An Effective Approach to 3D Deformable Surface Tracking,”The 10th European Conference on Computer Vision(ECCV2008).
[65]Steven C.H.Hoi,Rong Jin,Jianke Zhu and Michael R.Lyu,“Semi-Supervised SVM Batch Mode Active Learning for Image Retrieval,”IEEE Conference on Computer Vision and Pattern Recognition(CVPR2008).
[66]Jianke Zhu and Michael R.Lyu,'Progressive Finite Newton Approach to Real-time Nonrigid Surface Detection,'IEEE Conference on Computer Vision and Pattern Recognition(CVPR2007),June 19-21,2007.
[67]Jianke Zhu,Steven C.H.Hoi and Michael R.Lyu,'A Multi-Scale Tikhonov Regularization Scheme for Implicit Surface Modelling,'IEEE Conference on Computer Vision and Pattern Recognition(CVPR2007),June 19-21,2007.
[68]Zenglin Xu,Rong Jin,Jianke Zhu,Irwin King and Michael R.Lyu,'Efficient Convex Relaxation for Transductive Support Vector Machine,'Advances in Neural Information Processing Systems(NIPS2007).
[69]Jianke Zhu,Steven C.H.Hoi and Michael R.Lyu,“The Real-Time Non-Rigid Shape Recovery via Active Appearance Models for Augmented Reality,”in Proceedings of The 9th European Conference on Computer Vision(ECCV2006),LNCS 3951,Graz,May 7-13,2006,pp.12-23.
[70]Steven C.H.Hoi,Rong Jin,Jianke Zhu and Michael R.Lyu,“Batch Mode Active Learning and Its Application to Medical Image Classification,”The 23th International Conference on Machine Learning(ICML2006),Pittsburgh,June 25-29,2006.
[71]Zenglin Xu,Kaizhu Huang,Jianke Zhu,Irwin King and Michael R.Lyu,'Kernel Maximum a Posteriori Classification with Error Bound Analysis,'International Conference on Neural Information Processing(ICONIP2007),LNCS 4984,2008,pp.841–850.
[72]Zenglin Xu,Jianke Zhu,Michael R.Lyu and Irwin King,'Semi-supervised Spectral Kernel Learning,'International Joint Conference on Neural Networks(IJCNN2007).
[73]Hongbo Deng,Jianke Zhu,Michael R.Lyu,Irwin King,'Two-Stage Multi-Class AdaBoost for Facial Expression Recognition,'International Joint Conference on Neural Networks(IJCNN2007).
[74]Chon Fong Wong,Jianke Zhu,Mang I Vai and Peng Un Mak,“Face Image Retrieval with Relevance Feedback Using Lifting Wavelets Features,”in Applied and Numerical Harmonic Analysis Series,Tao Qian(ed.),Springer,2006.
[75]Jianke Zhu,Steven C.H.Hoi,Edward Yau and Michael R.Lyu,“Automatic 3D Face Modeling Using 2D Active Appearance Models,”in Proceedings of the 13th Pacific Conference on Computer Graphics and Applications(PG2005),Macau,China,October 12-14,2005.
[76]Steven C.H.Hoi,Jianke Zhu and Michael R.Lyu,“CUHK at ImageCLEF 2005:Cross-Language and Cross-Media Image Retrieval,”in Proceedings of Cross Language Evaluation Forum(CLEF2005),LNCS 4022,Vienna,Austria,2006.
[77]Chon Fong Wong,Jianke Zhu,Mang I Vai and Peng Un Mak,“Face Image Retrieval in Video Sequences Using Lifting Wavelets Transform Feature Extraction,”in Proceedings International Symposium on Computer Electronics(ICSE2005),Macau.
[78]Jianke Zhu,Mang I Vai and Peng Un Mak,“Gabor Wavelets Transform and Extended Nearest Feature Space Classifier for Face Recognition,”in Proceedings Third International Conference on Image and Graphics(ICIG2004),Hong Kong,Dec.28-30,2004,pp.372-379.
[79]Jianke Zhu,Mang I Vai and Peng Un Mak,“A New Enhanced Nearest Feature Space(ENFS)Classifier for Gabor Wavelets Features Based Face Recognition,”in Proceedings First International Conference on Biometrics Authentication(ICBA2004),LNCS 3072,Hong Kong,July 15-17,2004,pp.124-131.
[80]Jianke Zhu,Mang I Vai and Peng Un Mak,“Face Recognition Using 2D DCT with PCA.”The 4th Chinese Conference on Biometric Recognition(Sinobiometrics'03),Beijing,PR China.
Thesis
1.Jianke Zhu,PhD Thesis,Supervisor:Prof.Michael R.Lyu,“Deformable Surface Recovery and Its Applications”,Department of Computer Science and Engineering,The Chinese University of Hong Kong,Hong Kong,December,2008.
2.Jianke Zhu,Master Thesis,Supervisor:Prof.Mang I Vai and Prof.Peng Un Mak,“Real-time Face Recognition System”,Department of Electrical and Electronics Engineering,University of Macau,Macau,March,2005.
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