Kai Yu

2009
51	EE	Federico Boccardi, Kai Yu, Angeliki Alexiou: Relay-aided multiple antenna transmissions for wireless backhaul applications. Bell Labs Technical Journal 13(4): 161-173 (2009)
2008
50	EE	Amr Ahmed, Kai Yu, Wei Xu, Yihong Gong, Eric P. Xing: Training Hierarchical Feed-Forward Visual Recognition Models Using Transfer Learning from Pseudo-Tasks. ECCV (3) 2008: 69-82
49	EE	Qingquan Wang, Lili Rong, Kai Yu: Visual Knowledge Reasoning on Typed Categorical Structure. FSKD (4) 2008: 684-688
48	EE	Qingquan Wang, Lili Rong, Kai Yu: Towards a Categorical Matching Method to Process High-Dimensional Emergency Knowledge Structures. ISNN (2) 2008: 740-747
47	EE	Kai Yu, Wei Xu, Yihong Gong: Deep Learning with Kernel Regularization for Visual Recognition. NIPS 2008: 1889-1896
46	EE	Shenghuo Zhu, Kai Yu, Yihong Gong: Stochastic Relational Models for Large-scale Dyadic Data using MCMC. NIPS 2008: 1993-2000
45	EE	Kai Yu, Jiangqin Wu, Yueting Zhuang: Skeleton-Based Recognition of Chinese Calligraphic Character Image. PCM 2008: 228-237
44	EE	Kai Yu, Shenghuo Zhu, Wei Xu, Yihong Gong: trNon-greedy active learning for text categorization using convex ansductive experimental design. SIGIR 2008: 635-642
43	EE	Ding Zhou, Shenghuo Zhu, Kai Yu, Xiaodan Song, Belle L. Tseng, Hongyuan Zha, C. Lee Giles: Learning multiple graphs for document recommendations. WWW 2008: 141-150
2007
42	EE	Edward C. Lin, Kai Yu, Rob A. Rutenbar, Tsuhan Chen: A 1000-word vocabulary, speaker-independent, continuous live-mode speech recognizer implemented in a single FPGA. FPGA 2007: 60-68
41	EE	Mingrui Wu, Kai Yu, Shipeng Yu, Bernhard Schölkopf: Local learning projections. ICML 2007: 1039-1046
40	EE	Shipeng Yu, Volker Tresp, Kai Yu: Robust multi-task learning with t-processes. ICML 2007: 1103-1110
39	EE	Zhao Xu, Volker Tresp, Shipeng Yu, Kai Yu, Hans-Peter Kriegel: Fast Inference in Infinite Hidden Relational Models. MLG 2007
38	EE	Kai Yu, Wei Chu: Gaussian Process Models for Link Analysis and Transfer Learning. NIPS 2007
37	EE	Shenghuo Zhu, Kai Yu, Yihong Gong: Predictive Matrix-Variate t Models. NIPS 2007
36	EE	Shenghuo Zhu, Kai Yu, Yun Chi, Yihong Gong: Combining content and link for classification using matrix factorization. SIGIR 2007: 487-494
35	EE	Kai Yu, M. J. F. Gales: Bayesian Adaptive Inference and Adaptive Training. IEEE Transactions on Audio, Speech & Language Processing 15(6): 1932-1943 (2007)
2006
34	EE	Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel: Variational Bayesian Dirichlet-Multinomial Allocation for Exponential Family Mixtures. ECML 2006: 841-848
33	EE	Kai Yu, Jinbo Bi, Volker Tresp: Active learning via transductive experimental design. ICML 2006: 1081-1088
32	EE	Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel: Collaborative ordinal regression. ICML 2006: 1089-1096
31	EE	Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel, Mingrui Wu: Supervised probabilistic principal component analysis. KDD 2006: 464-473
30	EE	Kai Yu, Wei Chu, Shipeng Yu, Volker Tresp, Zhao Xu: Stochastic Relational Models for Discriminative Link Prediction. NIPS 2006: 1553-1560
29	EE	Zhao Xu, Volker Tresp, Kai Yu, Hans-Peter Kriegel: Infinite Hidden Relational Models. UAI 2006
28	EE	Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel: Multi-Output Regularized Feature Projection. IEEE Trans. Knowl. Data Eng. 18(12): 1600-1613 (2006)
27	EE	Kai Yu, M. J. F. Gales: Discriminative cluster adaptive training. IEEE Transactions on Audio, Speech & Language Processing 14(5): 1694-1703 (2006)
2005
26	EE	Kai Yu, Shipeng Yu, Volker Tresp: Multi-Output Regularized Projection. CVPR (2) 2005: 597-602
25	EE	Yi Huang, Kai Yu, Matthias Schubert, Shipeng Yu, Volker Tresp, Hans-Peter Kriegel: Hierarchy-Regularized Latent Semantic Indexing. ICDM 2005: 178-185
24	EE	Zhao Xu, Volker Tresp, Kai Yu, Shipeng Yu, Hans-Peter Kriegel: Dirichlet enhanced relational learning. ICML 2005: 1004-1011
23	EE	Kai Yu, Volker Tresp, Anton Schwaighofer: Learning Gaussian processes from multiple tasks. ICML 2005: 1012-1019
22	EE	Shipeng Yu, Kai Yu, Volker Tresp: Soft Clustering on Graphs. NIPS 2005
21	EE	Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel: A Probabilistic Clustering-Projection Model for Discrete Data. PKDD 2005: 417-428
20	EE	Kai Yu, Shipeng Yu, Volker Tresp: Multi-label informed latent semantic indexing. SIGIR 2005: 258-265
19	EE	Rickard Stridh, Kai Yu, Björn E. Ottersten, P. Karlsson: MIMO channel capacity and modeling issues on a measured indoor radio channel at 5.8 GHz. IEEE Transactions on Wireless Communications 4(3): 895-903 (2005)
2004
18	EE	Kai Yu, Volker Tresp: Heterogenous Data Fusion via a Probabilistic Latent-Variable Model. ARCS 2004: 20-30
17	EE	Carsten Stolz, Vassil Gedov, Kai Yu, Ralph Neuneier, Michal Skubacz: Measuring Semantic Relations of Web Sites by Clustering of Local Context. ICWE 2004: 182-186
16		Kai Yu, Shipeng Yu, Volker Tresp: Dirichlet Enhanced Latent Semantic Analysis. LWA 2004: 221-226
15	EE	Anton Schwaighofer, Volker Tresp, Kai Yu: Learning Gaussian Process Kernels via Hierarchical Bayes. NIPS 2004
14	EE	Kai Yu, Volker Tresp, Shipeng Yu: A nonparametric hierarchical bayesian framework for information filtering. SIGIR 2004: 353-360
13	EE	Kai Yu, Anton Schwaighofer, Volker Tresp, Xiaowei Xu, Hans-Peter Kriegel: Probabilistic Memory-Based Collaborative Filtering. IEEE Trans. Knowl. Data Eng. 16(1): 56-69 (2004)
2003
12	EE	Kai Yu, Wei-Ying Ma, Volker Tresp, Zhao Xu, Xiaofei He, HongJiang Zhang, Hans-Peter Kriegel: Knowing a tree from the forest: art image retrieval using a society of profiles. ACM Multimedia 2003: 622-631
11	EE	Zhao Xu, Xiaowei Xu, Kai Yu, Volker Tresp: A Hybrid Relevance-Feedback Approach to Text Retrieval. ECIR 2003: 281-293
10	EE	Zhao Xu, Kai Yu, Volker Tresp, Xiaowei Xu, Jizhi Wang: Representative Sampling for Text Classification Using Support Vector Machines. ECIR 2003: 393-407
9	EE	Volker Tresp, Kai Yu: An Introduction to Nonparametric Hierarchical Bayesian Modelling with a Focus on Multi-agent Learning. European Summer School on Multi-AgentControl 2003: 290-312
8		Kai Yu, Anton Schwaighofer, Volker Tresp, Wei-Ying Ma, HongJiang Zhang: Collaborative Ensemble Learning: Combining Collaborative and Content-Based Information Filtering via Hierarchical Bayes. UAI 2003: 616-623
7	EE	Kai Yu, Xiaowei Xu, Martin Ester, Hans-Peter Kriegel: Feature Weighting and Instance Selection for Collaborative Filtering: An Information-Theoretic Approach*. Knowl. Inf. Syst. 5(2): 201-224 (2003)
2002
6	EE	Kai Yu, Xiaowei Xu, Anton Schwaighofer, Volker Tresp, Hans-Peter Kriegel: Removing redundancy and inconsistency in memory-based collaborative filtering. CIKM 2002: 52-59
5	EE	Kai Yu, Xiaowei Xu, Jianjua Tao, Martin Ester, Hans-Peter Kriegel: Instance Selection Techniques for Memory-based Collaborative Filtering. SDM 2002
4		Kai Yu, Liang Ji, Xuegong Zhang: Kernel Nearest Neighbor Algorithm. Neural Processing Letters 15(2): 147-156 (2002)
3	EE	Kai Yu, Björn E. Ottersten: Models for MIMO propagation channels: a review. Wireless Communications and Mobile Computing 2(7): 653-666 (2002)
2001
2		Kai Yu, Xiaowei Xu, Martin Ester, Hans-Peter Kriegel: Selecting Relevant Instances for Efficient and Accurate Collaborative Filtering. CIKM 2001: 239-246
1		Kai Yu, Zhong Wen, Xiaowei Xu, Martin Ester: Feature Weighting Methods for Improving the Accuracy of Collaborative Filtering (Invited Address). DEXA Workshop 2001: 285-290

Coauthor Index

1	Amr Ahmed	[50]
2	Angeliki Alexiou	[51]
3	Jinbo Bi	[33]
4	Federico Boccardi	[51]
5	Tsuhan Chen	[42]
6	Yun Chi	[36]
7	Wei Chu	[30] [38]
8	Martin Ester	[1] [2] [5] [7]
9	M. J. F. Gales	[27] [35]
10	Vassil Gedov	[17]
11	C. Lee Giles (Clyde Lee Giles)	[43]
12	Yihong Gong	[36] [37] [44] [46] [47] [50]
13	Xiaofei He	[12]
14	Yi Huang	[25]
15	Liang Ji	[4]
16	P. Karlsson	[19]
17	Hans-Peter Kriegel	[2] [5] [6] [7] [12] [13] [21] [24] [25] [28] [29] [31] [32] [34] [39]
18	Edward C. Lin	[42]
19	Wei-Ying Ma	[8] [12]
20	Ralph Neuneier	[17]
21	Björn E. Ottersten	[3] [19]
22	Lili Rong	[48] [49]
23	Rob A. Rutenbar	[42]
24	Bernhard Schölkopf	[41]
25	Matthias Schubert	[25]
26	Anton Schwaighofer	[6] [8] [13] [15] [23]
27	Michal Skubacz	[17]
28	Xiaodan Song	[43]
29	Carsten Stolz	[17]
30	Rickard Stridh	[19]
31	Jianjua Tao	[5]
32	Volker Tresp	[6] [8] [9] [10] [11] [12] [13] [14] [15] [16] [18] [20] [21] [22] [23] [24] [25] [26] [28] [29] [30] [31] [32] [33] [34] [39] [40]
33	Belle L. Tseng	[43]
34	Jizhi Wang	[10]
35	Qingquan Wang	[48] [49]
36	Zhong Wen	[1]
37	Jiangqin Wu	[45]
38	Mingrui Wu	[31] [41]
39	Eric P. Xing	[50]
40	Wei Xu	[44] [47] [50]
41	Xiaowei Xu	[1] [2] [5] [6] [7] [10] [11] [13]
42	Zhao Xu	[10] [11] [12] [24] [29] [30] [39]
43	Shipeng Yu	[14] [16] [20] [21] [22] [24] [25] [26] [28] [30] [31] [32] [34] [39] [40] [41]
44	Hongyuan Zha	[43]
45	HongJiang Zhang (Hong-Jiang Zhang)	[8] [12]
46	Xuegong Zhang	[4]
47	Ding Zhou	[43]
48	Shenghuo Zhu	[36] [37] [43] [44] [46]
49	Yueting Zhuang	[45]

Colors in the list of coauthors