Steven C. H. Hoi

Chu-Hong Hoi

School of Computer Engineering, Nanyang Technological University

	2012
94		Jiazhi Xia, Dao Thi Phuong Quynh, Ying He, XiaoMing Chen, Steven C. H. Hoi: Modeling and Compressing 3-D Facial Expressions Using Geometry Videos. IEEE Trans. Circuits Syst. Video Techn. 22(1): 77-90 (2012)
93		Lei Wu, Steven C. H. Hoi, Rong Jin, Jianke Zhu, Nenghai Yu: Learning Bregman Distance Functions for Semi-Supervised Clustering. IEEE Trans. Knowl. Data Eng. 24(3): 478-491 (2012)
92		Bin Li, Peilin Zhao, Steven C. H. Hoi, Vivekanand Gopalkrishnan: PAMR: Passive aggressive mean reversion strategy for portfolio selection. Machine Learning 87(2): 221-258 (2012)
	2011
91		Steven C. H. Hoi, Jiebo Luo, Susanne Boll, Dong Xu, Rong Jin: Social Media Modeling and Computing. Springer 2011
90		Jinfeng Zhuang, Tao Mei, Steven C. H. Hoi, Xian-Sheng Hua, Shipeng Li: Modeling social strength in social media community via kernel-based learning. ACM Multimedia 2011: 113-122
89		Dayong Wang, Steven C. H. Hoi, Ying He, Jianke Zhu: Retrieval-based face annotation by weak label regularized local coordinate coding. ACM Multimedia 2011: 353-362
88		Dao P. T. Quynh, Ying He, XiaoMing Chen, Jiazhi Xia, Qian Sun, Steven C. H. Hoi: Modeling 3D articulated motions with conformal geometry videos (CGVs). ACM Multimedia 2011: 383-392
87		Steven C. H. Hoi, Michal Jacovi, Ioannis Kompatsiaris, Jiebo Luo, Konstantinos Tserpes: WSM2011: third ACM workshop on social media. ACM Multimedia 2011: 609-610
86		Steven C. H. Hoi, Pengcheng Wu: SIRE: a social image retrieval engine. ACM Multimedia 2011: 817-818
85		Ning Chen, Steven C. H. Hoi, Xiaokui Xiao: Software process evaluation: A machine learning approach. ASE 2011: 333-342
84		Guangxia Li, Kuiyu Chang, Steven C. H. Hoi, Wenting Liu, Ramesh Jain: Collaborative online learning of user generated content. CIKM 2011: 285-290
83		Peilin Zhao, Steven C. H. Hoi, Rong Jin, Tianbao Yang: Online AUC Maximization. ICML 2011: 233-240
82		Dayong Wang, Steven C. H. Hoi, Ying He: An Effective Approach to Pose Invariant 3D Face Recognition. MMM (1) 2011: 217-228
81		Pengcheng Wu, Steven C. H. Hoi, Duc Dung Nguyen, Ying He: Randomly Projected KD-Trees with Distance Metric Learning for Image Retrieval. MMM (2) 2011: 371-382
80		Hao Xia, Steven C. H. Hoi: MKBoost: A Framework of Multiple Kernel Boosting. SDM 2011: 199-210
79		Dayong Wang, Steven C. H. Hoi, Ying He: Mining weakly labeled web facial images for search-based face annotation. SIGIR 2011: 535-544
78		Jinfeng Zhuang, Tao Mei, Steven C. H. Hoi, Ying-Qing Xu, Shipeng Li: When recommendation meets mobile: contextual and personalized recommendation on the go. Ubicomp 2011: 153-162
77		Pengcheng Wu, Steven C. H. Hoi, Peilin Zhao, Ying He: Mining social images with distance metric learning for automated image tagging. WSDM 2011: 197-206
76		Jinfeng Zhuang, Steven C. H. Hoi: A two-view learning approach for image tag ranking. WSDM 2011: 625-634
75		Jinfeng Zhuang, Steven C. H. Hoi: Social Image Tag Ranking by Two-View Learning. Social Media Modeling and Computing 2011: 47-70
74		Lei Wu, Steven C. H. Hoi, Rong Jin, Jianke Zhu, Nenghai Yu: Distance metric learning from uncertain side information for automated photo tagging. ACM TIST 2(2): 13 (2011)
73		Bin Li, Steven C. H. Hoi, Vivekanand Gopalkrishnan: CORN: Correlation-driven nonparametric learning approach for portfolio selection. ACM TIST 2(3): 21 (2011)
72		Qian Liu, Steven C. H. Hoi, Chinh T. T. Su, Zhenhua Li, Chee-Keong Kwoh, Limsoon Wong, Jinyan Li: Structural 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? Bioinformatics 27(18): 2529-2536 (2011)
71		Lei Wu, Steven C. H. Hoi: Enhancing Bag-of-Words Models with Semantics-Preserving Metric Learning. IEEE MultiMedia 18(1): 24-37 (2011)
70		Jinfeng Zhuang, Ivor W. Tsang, Steven C. H. Hoi: A Family of Simple Non-Parametric Kernel Learning Algorithms. Journal of Machine Learning Research 12: 1313-1347 (2011)
69		Peilin Zhao, Steven C. H. Hoi, Rong Jin: Double Updating Online Learning. Journal of Machine Learning Research 12: 1587-1615 (2011)
68		Bin Li, Steven C. H. Hoi, Peilin Zhao, Vivekanand Gopalkrishnan: Confidence Weighted Mean Reversion Strategy for On-Line Portfolio Selection. Journal of Machine Learning Research - Proceedings Track 15: 434-442 (2011)
67		Jinfeng Zhuang, Ivor W. Tsang, Steven C. H. Hoi: Two-Layer Multiple Kernel Learning. Journal of Machine Learning Research - Proceedings Track 15: 909-917 (2011)
66		Jialei Wang, Jinfeng Zhuang, Steven C. H. Hoi: Unsupervised Multiple Kernel Learning. Journal of Machine Learning Research - Proceedings Track 20: 129-144 (2011)
65		Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu, Shuicheng Yan: Near-duplicate keyframe retrieval by semi-supervised learning and nonrigid image matching. TOMCCAP 7(1): 4 (2011)
64		Steven C. H. Hoi, Rong Jin: Active multiple kernel learning for interactive 3D object retrieval systems. TiiS 1(1): 3 (2011)
	2010
63		Susanne Boll, Steven C. H. Hoi, Roelof van Zwol, Jiebo Luo: WSM'10: 2nd ACM workshop on social media. ACM Multimedia 2010: 1737-1738
62		Jiazhi Xia, Ying He, Dao P. T. Quynh, XiaoMing Chen, Steven C. H. Hoi: Modeling 3D facial expressions using geometry videos. ACM Multimedia 2010: 591-600
61		Rong Jin, Steven C. H. Hoi, Tianbao Yang: Online Multiple Kernel Learning: Algorithms and Mistake Bounds. ALT 2010: 390-404
60		Jinfeng Zhuang, Steven C. H. Hoi: Non-parametric kernel ranking approach for social image retrieval. CIVR 2010: 26-33
59		Hock Hee Ang, Vivekanand Gopalkrishnan, Steven C. H. Hoi, Wee Keong Ng: Adaptive Ensemble Classification in P2P Networks. DASFAA (1) 2010: 34-48
58		Hock Hee Ang, Vivekanand Gopalkrishnan, Wee Keong Ng, Steven C. H. Hoi: On Classifying Drifting Concepts in P2P Networks. ECML/PKDD (1) 2010: 24-39
57		Guangxia Li, Steven C. H. Hoi, Kuiyu Chang, Ramesh Jain: Micro-blogging Sentiment Detection by Collaborative Online Learning. ICDM 2010: 893-898
56		Peilin Zhao, Steven C. H. Hoi: OTL: A Framework of Online Transfer Learning. ICML 2010: 1231-1238
55		Hock Hee Ang, Vivekanand Gopalkrishnan, Anwitaman Datta, Wee Keong Ng, Steven C. H. Hoi: Satrap: Data and Network Heterogeneity Aware P2P Data-Mining. PAKDD (2) 2010: 63-70
54		Guangxia Li, Steven C. H. Hoi, Kuiyu Chang: Two-View Transductive Support Vector Machines. SDM 2010: 235-244
53		Liu Yang, Rong Jin, Lily B. Mummert, Rahul Sukthankar, Adam Goode, Bin Zheng, Steven C. H. Hoi, Mahadev Satyanarayanan: A Boosting Framework for Visuality-Preserving Distance Metric Learning and Its Application to Medical Image Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 32(1): 30-44 (2010)
52		Lei Wu, Steven C. H. Hoi, Nenghai Yu: Semantics-Preserving Bag-of-Words Models and Applications. IEEE Transactions on Image Processing 19(7): 1908-1920 (2010)
51		Yang Zhou, Rong Jin, Steven C. H. Hoi: Exclusive Lasso for Multi-task Feature Selection. Journal of Machine Learning Research - Proceedings Track 9: 988-995 (2010)
50		Hock Hee Ang, Vivekanand Gopalkrishnan, Wee Keong Ng, Steven C. H. Hoi: P2PDocTagger: Content management through automated P2P collaborative tagging. PVLDB 3(2): 1601-1604 (2010)
49		Steven C. H. Hoi, Wei Liu, Shih-Fu Chang: Semi-supervised distance metric learning for collaborative image retrieval and clustering. TOMCCAP 6(3): (2010)
	2009
48		Susanne Boll, Steven C. H. Hoi, Jiebo Luo, Rong Jin, Irwin King, Dong Xu: First ACM SIGMM international workshop onsocial media (WSM'09). ACM Multimedia 2009: 1161-1162
47		Lei Wu, Steven C. H. Hoi, Rong Jin, Jianke Zhu, Nenghai Yu: Distance metric learning from uncertain side information with application to automated photo tagging. ACM Multimedia 2009: 135-144
46		Ying He, Boon-Seng Chew, Dayong Wang, Chu-Hong Hoi, Lap-Pui Chau: Streaming 3D meshes using spectral geometry images. ACM Multimedia 2009: 431-440
45		Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu: Nonrigid shape recovery by Gaussian process regression. CVPR 2009: 1319-1326
44		Hock Hee Ang, Vivekanand Gopalkrishnan, Wee Keong Ng, Steven C. H. Hoi: Communication-Efficient Classification in P2P Networks. ECML/PKDD (1) 2009: 83-98
43		Jianke Zhu, Luc J. Van Gool, Steven C. H. Hoi: Unsupervised face alignment by robust nonrigid mapping. ICCV 2009: 1265-1272
42		Qi He, Daxin Jiang, Zhen Liao, Steven C. H. Hoi, Kuiyu Chang, Ee-Peng Lim, Hang Li: Web Query Recommendation via Sequential Query Prediction. ICDE 2009: 1443-1454
41		Jinfeng Zhuang, Ivor W. Tsang, Steven C. H. Hoi: SimpleNPKL: simple non-parametric kernel learning. ICML 2009: 160
40		Lei Wu, Rong Jin, Steven C. H. Hoi, Jianke Zhu, Nenghai Yu: Learning Bregman Distance Functions and Its Application for Semi-Supervised Clustering. NIPS 2009: 2089-2097
39		Peilin Zhao, Steven C. H. Hoi, Rong Jin: DUOL: A Double Updating Approach for Online Learning. NIPS 2009: 2259-2267
38		Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R. Lyu: Semisupervised SVM batch mode active learning with applications to image retrieval. ACM Trans. Inf. Syst. 27(3): (2009)
37		Steven C. H. Hoi, Rong Jin, Michael R. Lyu: Batch Mode Active Learning with Applications to Text Categorization and Image Retrieval. IEEE Trans. Knowl. Data Eng. 21(9): 1233-1248 (2009)
	2008
36		Steven C. H. Hoi, Rong Jin: Semi-Supervised Ensemble Ranking. AAAI 2008: 634-639
35		Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu, Shuicheng Yan: Near-duplicate keyframe retrieval by nonrigid image matching. ACM Multimedia 2008: 41-50
34		Jinfeng Zhuang, Steven C. H. Hoi, Aixin Sun: On profiling blogs with representative entries. AND 2008: 55-62
33		Jinfeng Zhuang, Steven C. H. Hoi, Aixin Sun, Rong Jin: Representative entry selection for profiling blogs. CIKM 2008: 1387-1388
32		Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R. Lyu: Semi-supervised SVM batch mode active learning for image retrieval. CVPR 2008
31		Steven C. H. Hoi, Wei Liu, Shih-Fu Chang: Semi-supervised distance metric learning for Collaborative Image Retrieval. CVPR 2008
30		Hock Hee Ang, Vivekanand Gopalkrishnan, Steven C. H. Hoi, Wee Keong Ng, Anwitaman Datta: Classification in P2P Networks by Bagging Cascade RSVMs. DBISP2P 2008: 13-25
29		Wei Liu, Steven C. H. Hoi, Jianzhuang Liu: Output Regularized Metric Learning with Side Information. ECCV (3) 2008: 358-371
28		Jianke Zhu, Steven C. H. Hoi, Zenglin Xu, Michael R. Lyu: An Effective Approach to 3D Deformable Surface Tracking. ECCV (3) 2008: 766-779
27		Hock Hee Ang, Vivekanand Gopalkrishnan, Steven C. H. Hoi, Wee Keong Ng: Cascade RSVM in Peer-to-Peer Networks. ECML/PKDD (1) 2008: 55-70
26		Steven C. H. Hoi, Rong Jin: Active kernel learning. ICML 2008: 400-407
25		Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu: Face Annotation Using Transductive Kernel Fisher Discriminant. IEEE Transactions on Multimedia 10(1): 86-96 (2008)
24		Steven C. H. Hoi, Michael R. Lyu: A Multimodal and Multilevel Ranking Scheme for Large-Scale Video Retrieval. IEEE Transactions on Multimedia 10(4): 607-619 (2008)
23		Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu: Robust Regularized Kernel Regression. IEEE Transactions on Systems, Man, and Cybernetics, Part B 38(6): 1639-1644 (2008)
	2007
22		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: Overview of the ImageCLEF 2007 Object Retrieval Task. CLEF 2007: 445-471
21		Steven C. H. Hoi: Cross-Language and Cross-Media Image Retrieval: An Empirical Study at ImageCLEF2007. CLEF 2007: 538-545
20		Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu: A Multi-Scale Tikhonov Regularization Scheme for Implicit Surface Modelling. CVPR 2007
19		Yuk Man Wong, Chu-Hong Hoi, Michael R. Lyu: An Empirical Study on Large-Scale Content-Based Image Retrieval. ICME 2007: 2206-2209
18		Steven C. H. Hoi, Rong Jin, Michael R. Lyu: Learning nonparametric kernel matrices from pairwise constraints. ICML 2007: 361-368
17		Feng Kang, Rong Jin, Steven C. H. Hoi: Similarity Beyond Distance Measurement. RIAO 2007
	2006
16		Steven C. H. Hoi, Wei Liu, Michael R. Lyu, Wei-Ying Ma: Learning Distance Metrics with Contextual Constraints for Image Retrieval. CVPR (2) 2006: 2072-2078
15		Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu: Real-Time Non-rigid Shape Recovery Via Active Appearance Models for Augmented Reality. ECCV (1) 2006: 186-197
14		Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R. Lyu: Batch mode active learning and its application to medical image classification. ICML 2006: 417-424
13		Steven C. H. Hoi, Michael R. Lyu, Edward Y. Chang: Learning the unified kernel machines for classification. KDD 2006: 187-196
12		Qiankun Zhao, Steven C. H. Hoi, Tie-Yan Liu, Sourav S. Bhowmick, Michael R. Lyu, Wei-Ying Ma: Time-dependent semantic similarity measure of queries using historical click-through data. WWW 2006: 543-552
11		Steven C. H. Hoi, Rong Jin, Michael R. Lyu: Large-scale text categorization by batch mode active learning. WWW 2006: 633-642
10		Steven C. H. Hoi, Michael R. Lyu, Rong Jin: A Unified Log-Based Relevance Feedback Scheme for Image Retrieval. IEEE Trans. Knowl. Data Eng. 18(4): 509-524 (2006)
9		Luo Si, Rong Jin, Steven C. H. Hoi, Michael R. Lyu: Collaborative image retrieval via regularized metric learning. Multimedia Syst. 12(1): 34-44 (2006)
	2005
8		Steven C. H. Hoi, Jianke Zhu, Michael R. Lyu: CUHK at ImageCLEF 2005: Cross-Language and Cross-Media Image Retrieval. CLEF 2005: 602-611
7		Steven C. H. Hoi, Michael R. Lyu: A Semi-Supervised Active Learning Framework for Image Retrieval. CVPR (2) 2005: 302-309
6		Steven C. H. Hoi, Michael R. Lyu, Rong Jin: Integrating User Feedback Log into Relevance Feedback by Coupled SVM for Content-Based Image Retrieval. ICDE Workshops 2005: 1177
	2004
5		Chu-Hong Hoi, Michael R. Lyu: A novel log-based relevance feedback technique in content-based image retrieval. ACM Multimedia 2004: 24-31
4		Chu-Hong Hoi, Michael R. Lyu: Robust face recognition using minimax probability machine. ICME 2004: 1175-1178
3		Chu-Hong Hoi, Michael R. Lyu: Group-based Relevance Feedback with Support Vector Machine Ensembles. ICPR (3) 2004: 874-877
2		Chu-Hong Hoi, Michael R. Lyu: Web image learning for searching semantic concepts in image databases. WWW (Alternate Track Papers & Posters) 2004: 406-407
	2003
1		Chu-Hong Hoi, Wei Wang, Michael R. Lyu: A Novel Scheme for Video Similarity Detection. CIVR 2003: 373-382

Coauthor Index

1	Hock Hee Ang	[27] [30] [44] [50] [55] [58] [59]
2	András A. Benczúr	[22]
3	Sourav S. Bhowmick	[12]
4	Susanne Boll	[48] [63] [91]
5	Mátyás Brendel	[22]
6	Heidy Marisol Marín Castro	[22]
7	Edward Y. Chang	[13]
8	Kuiyu Chang	[42] [54] [57] [84]
9	Shih-Fu Chang	[31] [49]
10	Lap-Pui Chau	[46]
11	Ning Chen	[85]
12	XiaoMing Chen	[62] [88] [94]
13	Boon-Seng Chew	[46]
14	Bálint Daróczy	[22]
15	Anwitaman Datta	[30] [55]
16	Thomas Deselaers	[22]
17	Hugo Jair Escalante (Hugo Jair Escalante Balderas)	[22]
18	Theo Gevers	[22]
19	Adam Goode	[53]
20	Luc J. Van Gool	[43]
21	Vivekanand Gopalkrishnan	[27] [30] [44] [50] [55] [58] [59] [68] [73] [92]
22	Carlos Arturo Hernández Gracidas	[22]
23	Allan Hanbury	[22]
24	Qi He	[42]
25	Ying He	[46] [62] [77] [79] [81] [82] [88] [89] [94]
26	Xian-Sheng Hua	[90]
27	Michal Jacovi	[87]
28	Ramesh Jain	[57] [84]
29	Daxin Jiang	[42]
30	Rong Jin	[6] [9] [10] [11] [14] [17] [18] [26] [32] [33] [36] [37] [38] [39] [40] [47] [48] [51] [53] [61] [64] [69] [74] [83] [91] [93]
31	Feng Kang	[17]
32	Irwin King	[48]
33	Yiannis Kompatsiaris (Ioannis Kompatsiaris)	[87]
34	Chee-Keong Kwoh	[72]
35	Jorma Laaksonen	[22]
36	Bin Li	[68] [73] [92]
37	Guangxia Li	[54] [57] [84]
38	Hang Li	[42]
39	Jinyan Li	[72]
40	Mingjing Li	[22]
41	Shipeng Li	[78] [90]
42	Zhenhua Li	[72]
43	Zhen Liao	[42]
44	Ee-Peng Lim	[42]
45	Jianzhuang Liu	[29]
46	Qian Liu	[72]
47	Tie-Yan Liu	[12]
48	Wei Liu	[16] [29] [31] [49]
49	Wenting Liu	[84]
50	Jiebo Luo	[48] [63] [87] [91]
51	Michael R. Lyu	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [18] [19] [20] [23] [24] [25] [28] [32] [35] [37] [38] [45] [65]
52	Wei-Ying Ma	[12] [16]
53	Tao Mei	[78] [90]
54	Lily B. Mummert	[53]
55	Hermann Ney	[22]
56	Wee Keong Ng	[27] [30] [44] [50] [55] [58] [59]
57	Duc Dung Nguyen	[81]
58	Dao P. T. Quynh	[62] [88]
59	Dao Thi Phuong Quynh	[94]
60	Xiaoguang Rui	[22]
61	Mahadev Satyanarayanan (M. Satyanarayanan)	[53]
62	Nicu Sebe	[22]
63	Luo Si	[9]
64	Julian Stöttinger	[22]
65	Chinh T. T. Su	[72]
66	Rahul Sukthankar	[53]
67	Aixin Sun	[33] [34]
68	Qian Sun	[88]
69	Ivor W. Tsang (Ivor Wai-Hung Tsang)	[41] [67] [70]
70	Konstantinos Tserpes	[87]
71	Ville Viitaniemi	[22]
72	Dayong Wang	[46] [79] [82] [89]
73	Jialei Wang	[66]
74	Wei Wang	[1]
75	Limsoon Wong	[72]
76	Yuk Man Wong	[19]
77	Lei Wu	[22] [40] [47] [52] [71] [74] [93]
78	Pengcheng Wu	[77] [81] [86]
79	Hao Xia	[80]
80	Jiazhi Xia	[62] [88] [94]
81	Xiaokui Xiao	[85]
82	Dong Xu	[48] [91]
83	Ying-Qing Xu (Yingqing Xu)	[78]
84	Zenglin Xu	[28]
85	Shuicheng Yan	[35] [65]
86	Liu Yang	[53]
87	Tianbao Yang	[61] [83]
88	Nenghai Yu	[40] [47] [52] [74] [93]
89	Peilin Zhao	[39] [56] [68] [69] [77] [83] [92]
90	Qiankun Zhao	[12]
91	Bin Zheng	[53]
92	Yang Zhou	[51]
93	Jianke Zhu	[8] [14] [15] [20] [23] [25] [28] [32] [35] [38] [40] [43] [45] [47] [65] [74] [89] [93]
94	Jinfeng Zhuang	[33] [34] [41] [60] [66] [67] [70] [75] [76] [78] [90]
95	Roelof van Zwol	[63]

Colors in the list of coauthors

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