Steven C. H. Hoi

Bing Citeseer DBLP Google Google Scholar Kosmix Wikipedia Yahoo!
Loading Google Thumbnails...
2012
90Modeling and Compressing 3-D Facial Expressions Using Geometry Videos. Jiazhi Xia, Dao Thi Phuong Quynh, Ying He, XiaoMing Chen, Steven C. H. Hoi. IEEE Trans. Circuits Syst. Video Techn. (22): 77-90 (2012). Web SearchBibTeXDownload
89Learning Bregman Distance Functions for Semi-Supervised Clustering. Lei Wu, Steven C. H. Hoi, Rong Jin, Jianke Zhu, Nenghai Yu. IEEE Trans. Knowl. Data Eng. (24): 478-491 (2012). Web SearchBibTeXDownload
2011
88Retrieval-based face annotation by weak label regularized local coordinate coding. Dayong Wang, Steven C. H. Hoi, Ying He, Jianke Zhu. ACM Multimedia 2011, 353-362. Web SearchBibTeXDownload
87SIRE: a social image retrieval engine. Steven C. H. Hoi, Pengcheng Wu. ACM Multimedia 2011, 817-818. Web SearchBibTeXDownload
86Modeling 3D articulated motions with conformal geometry videos (CGVs). Dao P. T. Quynh, Ying He, XiaoMing Chen, Jiazhi Xia, Qian Sun, Steven C. H. Hoi. ACM Multimedia 2011, 383-392. Web SearchBibTeXDownload
85WSM2011: third ACM workshop on social media. Steven C. H. Hoi, Michal Jacovi, Ioannis Kompatsiaris, Jiebo Luo, Konstantinos Tserpes. ACM Multimedia 2011, 609-610. Web SearchBibTeXDownload
84Modeling social strength in social media community via kernel-based learning. Jinfeng Zhuang, Tao Mei, Steven C. H. Hoi, Xian-Sheng Hua, Shipeng Li. ACM Multimedia 2011, 113-122. Web SearchBibTeXDownload
83Distance metric learning from uncertain side information for automated photo tagging. Lei Wu, Steven C. H. Hoi, Rong Jin, Jianke Zhu, Nenghai Yu. ACM TIST (2): 13 (2011). Web SearchBibTeXDownload
82CORN: Correlation-driven nonparametric learning approach for portfolio selection. Bin Li, Steven C. H. Hoi, Vivekanand Gopalkrishnan. ACM TIST (2): 21 (2011). Web SearchBibTeXDownload
81Software process evaluation: A machine learning approach. Ning Chen, Steven C. H. Hoi, Xiaokui Xiao. ASE 2011, 333-342. Web SearchBibTeXDownload
80Structural analysis of the hot spots in the binding between H1N1 HA and the 2D1 antibody: do mutations of H1N1 from 1918 to 2009 affect much on this binding?. Qian Liu, Steven C. H. Hoi, Chinh T. T. Su, Zhenhua Li, Chee-Keong Kwoh, Limsoon Wong, Jinyan Li. Bioinformatics (27): 2529-2536 (2011). Web SearchBibTeXDownload
79Collaborative online learning of user generated content. Guangxia Li, Kuiyu Chang, Steven C. H. Hoi, Wenting Liu, Ramesh Jain. CIKM 2011, 285-290. Web SearchBibTeXDownload
78Online AUC Maximization. Peilin Zhao, Steven C. H. Hoi, Rong Jin, Tianbao Yang. ICML 2011, 233-240. Web SearchBibTeX
77Enhancing Bag-of-Words Models with Semantics-Preserving Metric Learning. Lei Wu, Steven C. H. Hoi. IEEE MultiMedia (18): 24-37 (2011). Web SearchBibTeXDownload
76A Family of Simple Non-Parametric Kernel Learning Algorithms. Jinfeng Zhuang, Ivor W. Tsang, Steven C. H. Hoi. Journal of Machine Learning Research (12): 1313-1347 (2011). Web SearchBibTeXDownload
75Double Updating Online Learning. Peilin Zhao, Steven C. H. Hoi, Rong Jin. Journal of Machine Learning Research (12): 1587-1615 (2011). Web SearchBibTeXDownload
74Unsupervised Multiple Kernel Learning. Jialei Wang, Jinfeng Zhuang, Steven C. H. Hoi. Journal of Machine Learning Research - Proceedings Track (20): 129-144 (2011). Web SearchBibTeXDownload
73Two-Layer Multiple Kernel Learning. Jinfeng Zhuang, Ivor W. Tsang, Steven C. H. Hoi. Journal of Machine Learning Research - Proceedings Track (15): 909-917 (2011). Web SearchBibTeXDownload
72Confidence Weighted Mean Reversion Strategy for On-Line Portfolio Selection. Bin Li, Steven C. H. Hoi, Peilin Zhao, Vivekanand Gopalkrishnan. Journal of Machine Learning Research - Proceedings Track (15): 434-442 (2011). Web SearchBibTeXDownload
71An Effective Approach to Pose Invariant 3D Face Recognition. Dayong Wang, Steven C. H. Hoi, Ying He. MMM (1) 2011, 217-228. Web SearchBibTeXDownload
70Randomly Projected KD-Trees with Distance Metric Learning for Image Retrieval. Pengcheng Wu, Steven C. H. Hoi, Duc Dung Nguyen, Ying He. MMM (2) 2011, 371-382. Web SearchBibTeXDownload
69MKBoost: A Framework of Multiple Kernel Boosting. Hao Xia, Steven C. H. Hoi. SDM 2011, 199-210. Web SearchBibTeXDownload
68Mining weakly labeled web facial images for search-based face annotation. Dayong Wang, Steven C. H. Hoi, Ying He. SIGIR 2011, 535-544. Web SearchBibTeXDownload
67Active multiple kernel learning for interactive 3D object retrieval systems. Steven C. H. Hoi, Rong Jin. TiiS (1): 3 (2011). Web SearchBibTeXDownload
66Near-duplicate keyframe retrieval by semi-supervised learning and nonrigid image matching. Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu, Shuicheng Yan. TOMCCAP (7): 4 (2011). Web SearchBibTeXDownload
65When recommendation meets mobile: contextual and personalized recommendation on the go. Jinfeng Zhuang, Tao Mei, Steven C. H. Hoi, Ying-Qing Xu, Shipeng Li. Ubicomp 2011, 153-162. Web SearchBibTeXDownload
64A two-view learning approach for image tag ranking. Jinfeng Zhuang, Steven C. H. Hoi. WSDM 2011, 625-634. Web SearchBibTeXDownload
63Mining social images with distance metric learning for automated image tagging. Pengcheng Wu, Steven C. H. Hoi, Peilin Zhao, Ying He. WSDM 2011, 197-206. Web SearchBibTeXDownload
2010
62Modeling 3D facial expressions using geometry videos. Jiazhi Xia, Ying He, Dao P. T. Quynh, XiaoMing Chen, Steven C. H. Hoi. ACM Multimedia 2010, 591-600. Web SearchBibTeXDownload
61WSM'10: 2nd ACM workshop on social media. Susanne Boll, Steven C. H. Hoi, Roelof van Zwol, Jiebo Luo. ACM Multimedia 2010, 1737-1738. Web SearchBibTeXDownload
60Online Multiple Kernel Learning: Algorithms and Mistake Bounds. Rong Jin, Steven C. H. Hoi, Tianbao Yang. ALT 2010, 390-404. Web SearchBibTeXDownload
59Non-parametric kernel ranking approach for social image retrieval. Jinfeng Zhuang, Steven C. H. Hoi. CIVR 2010, 26-33. Web SearchBibTeXDownload
58Adaptive Ensemble Classification in P2P Networks. Hock Hee Ang, Vivekanand Gopalkrishnan, Steven C. H. Hoi, Wee Keong Ng. DASFAA (1) 2010, 34-48. Web SearchBibTeXDownload
57On Classifying Drifting Concepts in P2P Networks. Hock Hee Ang, Vivekanand Gopalkrishnan, Wee Keong Ng, Steven C. H. Hoi. ECML/PKDD (1) 2010, 24-39. Web SearchBibTeXDownload
56Micro-blogging Sentiment Detection by Collaborative Online Learning. Guangxia Li, Steven C. H. Hoi, Kuiyu Chang, Ramesh Jain. ICDM 2010, 893-898. Web SearchBibTeXDownload
55OTL: A Framework of Online Transfer Learning. Peilin Zhao, Steven C. H. Hoi. ICML 2010, 1231-1238. Web SearchBibTeXDownload
54Semantics-Preserving Bag-of-Words Models and Applications. Lei Wu, Steven C. H. Hoi, Nenghai Yu. IEEE Transactions on Image Processing (19): 1908-1920 (2010). Web SearchBibTeXDownload
53A Boosting Framework for Visuality-Preserving Distance Metric Learning and Its Application to Medical Image Retrieval. Liu Yang, Rong Jin, Lily B. Mummert, Rahul Sukthankar, Adam Goode, Bin Zheng, Steven C. H. Hoi, Mahadev Satyanarayanan. IEEE Trans. Pattern Anal. Mach. Intell. (32): 30-44 (2010). Web SearchBibTeXDownload
52Exclusive Lasso for Multi-task Feature Selection. Yang Zhou, Rong Jin, Steven C. H. Hoi. Journal of Machine Learning Research - Proceedings Track (9): 988-995 (2010). Web SearchBibTeXDownload
51Satrap: Data and Network Heterogeneity Aware P2P Data-Mining. Hock Hee Ang, Vivekanand Gopalkrishnan, Anwitaman Datta, Wee Keong Ng, Steven C. H. Hoi. PAKDD (2) 2010, 63-70. Web SearchBibTeXDownload
50P2PDocTagger: Content management through automated P2P collaborative tagging. Hock Hee Ang, Vivekanand Gopalkrishnan, Wee Keong Ng, Steven C. H. Hoi. PVLDB (3): 1601-1604 (2010). Web SearchBibTeXDownload
49Two-View Transductive Support Vector Machines. Guangxia Li, Steven C. H. Hoi, Kuiyu Chang. SDM 2010, 235-244. Web SearchBibTeXDownload
48Semi-supervised distance metric learning for collaborative image retrieval and clustering. Steven C. H. Hoi, Wei Liu, Shih-Fu Chang. TOMCCAP (6) (2010). Web SearchBibTeXDownload
2009
47First ACM SIGMM international workshop onsocial media (WSM'09). Susanne Boll, Steven C. H. Hoi, Jiebo Luo, Rong Jin, Irwin King, Dong Xu. ACM Multimedia 2009, 1161-1162. Web SearchBibTeXDownload
46Distance metric learning from uncertain side information with application to automated photo tagging. Lei Wu, Steven C. H. Hoi, Rong Jin, Jianke Zhu, Nenghai Yu. ACM Multimedia 2009, 135-144. Web SearchBibTeXDownload
45Semisupervised SVM batch mode active learning with applications to image retrieval. Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R. Lyu. ACM Trans. Inf. Syst. (27) (2009). Web SearchBibTeXDownload
44Nonrigid shape recovery by Gaussian process regression. Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu. CVPR 2009, 1319-1326. Web SearchBibTeXDownload
43Communication-Efficient Classification in P2P Networks. Hock Hee Ang, Vivekanand Gopalkrishnan, Wee Keong Ng, Steven C. H. Hoi. ECML/PKDD (1) 2009, 83-98. Web SearchBibTeXDownload
42Unsupervised face alignment by robust nonrigid mapping. Jianke Zhu, Luc J. Van Gool, Steven C. H. Hoi. ICCV 2009, 1265-1272. Web SearchBibTeXDownload
41Web Query Recommendation via Sequential Query Prediction. Qi He, Daxin Jiang, Zhen Liao, Steven C. H. Hoi, Kuiyu Chang, Ee-Peng Lim, Hang Li. ICDE 2009, 1443-1454. Web SearchBibTeXDownload
40SimpleNPKL: simple non-parametric kernel learning. Jinfeng Zhuang, Ivor W. Tsang, Steven C. H. Hoi. ICML 2009, 160. Web SearchBibTeXDownload
39Batch Mode Active Learning with Applications to Text Categorization and Image Retrieval. Steven C. H. Hoi, Rong Jin, Michael R. Lyu. IEEE Trans. Knowl. Data Eng. (21): 1233-1248 (2009). Web SearchBibTeXDownload
38Learning Bregman Distance Functions and Its Application for Semi-Supervised Clustering. Lei Wu, Rong Jin, Steven C. H. Hoi, Jianke Zhu, Nenghai Yu. NIPS 2009, 2089-2097. Web SearchBibTeXDownload
37DUOL: A Double Updating Approach for Online Learning. Peilin Zhao, Steven C. H. Hoi, Rong Jin. NIPS 2009, 2259-2267. Web SearchBibTeXDownload
2008
36Semi-Supervised Ensemble Ranking. Steven C. H. Hoi, Rong Jin. AAAI 2008, 634-639. Web SearchBibTeX
35Near-duplicate keyframe retrieval by nonrigid image matching. Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu, Shuicheng Yan. ACM Multimedia 2008, 41-50. Web SearchBibTeXDownload
34On profiling blogs with representative entries. Jinfeng Zhuang, Steven C. H. Hoi, Aixin Sun. AND 2008, 55-62. Web SearchBibTeXDownload
33Representative entry selection for profiling blogs. Jinfeng Zhuang, Steven C. H. Hoi, Aixin Sun, Rong Jin. CIKM 2008, 1387-1388. Web SearchBibTeXDownload
32Semi-supervised SVM batch mode active learning for image retrieval. Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R. Lyu. CVPR 2008. Web SearchBibTeXDownload
31Semi-supervised distance metric learning for Collaborative Image Retrieval. Steven C. H. Hoi, Wei Liu, Shih-Fu Chang. CVPR 2008. Web SearchBibTeXDownload
30Classification in P2P Networks by Bagging Cascade RSVMs. Hock Hee Ang, Vivekanand Gopalkrishnan, Steven C. H. Hoi, Wee Keong Ng, Anwitaman Datta. DBISP2P 2008, 13-25. Web SearchBibTeXDownload
29Output Regularized Metric Learning with Side Information. Wei Liu, Steven C. H. Hoi, Jianzhuang Liu. ECCV (3) 2008, 358-371. Web SearchBibTeXDownload
28An Effective Approach to 3D Deformable Surface Tracking. Jianke Zhu, Steven C. H. Hoi, Zenglin Xu, Michael R. Lyu. ECCV (3) 2008, 766-779. Web SearchBibTeXDownload
27Cascade RSVM in Peer-to-Peer Networks. Hock Hee Ang, Vivekanand Gopalkrishnan, Steven C. H. Hoi, Wee Keong Ng. ECML/PKDD (1) 2008, 55-70. Web SearchBibTeXDownload
26Active kernel learning. Steven C. H. Hoi, Rong Jin. ICML 2008, 400-407. Web SearchBibTeXDownload
25A Multimodal and Multilevel Ranking Scheme for Large-Scale Video Retrieval. Steven C. H. Hoi, Michael R. Lyu. IEEE Transactions on Multimedia (10): 607-619 (2008). Web SearchBibTeXDownload
24Face Annotation Using Transductive Kernel Fisher Discriminant. Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu. IEEE Transactions on Multimedia (10): 86-96 (2008). Web SearchBibTeXDownload
23Robust Regularized Kernel Regression. Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu. IEEE Transactions on Systems, Man, and Cybernetics, Part B (38): 1639-1644 (2008). Web SearchBibTeXDownload
2007
22Cross-Language and Cross-Media Image Retrieval: An Empirical Study at ImageCLEF2007. Steven C. H. Hoi. CLEF 2007, 538-545. Web SearchBibTeXDownload
21Overview of the ImageCLEF 2007 Object Retrieval Task. Thomas Deselaers, Allan Hanbury, Ville Viitaniemi, András A. Benczúr, Mátyás Brendel, Bálint Daróczy, Hugo Jair Escalante Balderas, Theo Gevers, Carlos Arturo Hernández Gracidas, Steven C. H. Hoi, Jorma Laaksonen, Mingjing Li, Heidy Marisol Marín Castro, Hermann Ney, Xiaoguang Rui, Nicu Sebe, Julian Stöttinger, Lei Wu. CLEF 2007, 445-471. Web SearchBibTeXDownload
20A Multi-Scale Tikhonov Regularization Scheme for Implicit Surface Modelling. Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu. CVPR 2007. Web SearchBibTeXDownload
19An Empirical Study on Large-Scale Content-Based Image Retrieval. Yuk Man Wong, Chu-Hong Hoi, Michael R. Lyu. ICME 2007, 2206-2209. Web SearchBibTeXDownload
18Learning nonparametric kernel matrices from pairwise constraints. Steven C. H. Hoi, Rong Jin, Michael R. Lyu. ICML 2007, 361-368. Web SearchBibTeXDownload
17Similarity Beyond Distance Measurement. Feng Kang, Rong Jin, Steven C. H. Hoi. RIAO 2007. Web SearchBibTeX
2006
16Learning Distance Metrics with Contextual Constraints for Image Retrieval. Steven C. H. Hoi, Wei Liu, Michael R. Lyu, Wei-Ying Ma. CVPR (2) 2006, 2072-2078. Web SearchBibTeXDownload
15Real-Time Non-rigid Shape Recovery Via Active Appearance Models for Augmented Reality. Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu. ECCV (1) 2006, 186-197. Web SearchBibTeXDownload
14Batch mode active learning and its application to medical image classification. Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R. Lyu. ICML 2006, 417-424. Web SearchBibTeXDownload
13A Unified Log-Based Relevance Feedback Scheme for Image Retrieval. Steven C. H. Hoi, Michael R. Lyu, Rong Jin. IEEE Trans. Knowl. Data Eng. (18): 509-524 (2006). Web SearchBibTeXDownload
12Learning the unified kernel machines for classification. Steven C. H. Hoi, Michael R. Lyu, Edward Y. Chang. KDD 2006, 187-196. Web SearchBibTeXDownload
11Collaborative image retrieval via regularized metric learning. Luo Si, Rong Jin, Steven C. H. Hoi, Michael R. Lyu. Multimedia Syst. (12): 34-44 (2006). Web SearchBibTeXDownload
10Large-scale text categorization by batch mode active learning. Steven C. H. Hoi, Rong Jin, Michael R. Lyu. WWW 2006, 633-642. Web SearchBibTeXDownload
9Time-dependent semantic similarity measure of queries using historical click-through data. Qiankun Zhao, Steven C. H. Hoi, Tie-Yan Liu, Sourav S. Bhowmick, Michael R. Lyu, Wei-Ying Ma. WWW 2006, 543-552. Web SearchBibTeXDownload
2005
8CUHK at ImageCLEF 2005: Cross-Language and Cross-Media Image Retrieval. Steven C. H. Hoi, Jianke Zhu, Michael R. Lyu. CLEF 2005, 602-611. Web SearchBibTeXDownload
7A Semi-Supervised Active Learning Framework for Image Retrieval. Steven C. H. Hoi, Michael R. Lyu. CVPR (2) 2005, 302-309. Web SearchBibTeXDownload
6Integrating User Feedback Log into Relevance Feedback by Coupled SVM for Content-Based Image Retrieval. Steven C. H. Hoi, Michael R. Lyu, Rong Jin. ICDE Workshops 2005, 1177. Web SearchBibTeXDownload
2004
5A novel log-based relevance feedback technique in content-based image retrieval. Chu-Hong Hoi, Michael R. Lyu. ACM Multimedia 2004, 24-31. Web SearchBibTeXDownload
4Robust face recognition using minimax probability machine. Chu-Hong Hoi, Michael R. Lyu. ICME 2004, 1175-1178. Web SearchBibTeX
3Group-based Relevance Feedback with Support Vector Machine Ensembles. Chu-Hong Hoi, Michael R. Lyu. ICPR (3) 2004, 874-877. Web SearchBibTeXDownload
2Web image learning for searching semantic concepts in image databases. Chu-Hong Hoi, Michael R. Lyu. WWW (Alternate Track Papers & Posters) 2004, 406-407. Web SearchBibTeXDownload
2003
1A Novel Scheme for Video Similarity Detection. Chu-Hong Hoi, Wei Wang, Michael R. Lyu. CIVR 2003, 373-382. Cited by 10Web SearchBibTeXDownload
from DBLP and Google Scholar
Developed by the Database Group at the University of Wisconsin and Yahoo! Research