2013
1553D Convolutional Neural Networks for Human Action Recognition. Shuiwang Ji, Wei Xu, Ming Yang, Kai Yu. IEEE Trans. Pattern Anal. Mach. Intell. (35): 221-231 (2013). Web SearchBibTeXDownload
2012
154Practical isolation of failure-inducing changes for debugging regression faults. Kai Yu, Mengxiang Lin, Jin Chen, Xiangyu Zhang. ASE 2012, 20-29. Web SearchBibTeXDownload
153Smooth Sparse Coding via Marginal Regression for Learning Sparse Representations. Krishnakumar Balasubramanian, Kai Yu, Guy Lebanon. CoRR (abs/1210.1121) (2012). Web SearchBibTeXDownload
152Collaborative Ensemble Learning: Combining Collaborative and Content-Based Information Filtering via Hierarchical Bayes. Kai Yu, Anton Schwaighofer, Volker Tresp, Wei-Ying Ma, HongJiang Zhang. CoRR (abs/1212.2508) (2012). Web SearchBibTeXDownload
151Large Scale Strongly Supervised Ensemble Metric Learning, with Applications to Face Verification and Retrieval. Chang Huang, Shenghuo Zhu, Kai Yu. CoRR (abs/1212.6094) (2012). Web SearchBibTeXDownload
150Accurate Depth-of-Field Rendering Using Adaptive Bilateral Depth Filtering. Shang Wu, Kai Yu, Bin Sheng, Feiyue Huang, Feng Gao, Lizhuang Ma. CVM 2012, 258-265. Web SearchBibTeXDownload
149Object-Centric Spatial Pooling for Image Classification. Olga Russakovsky, Yuanqing Lin, Kai Yu, Li Fei-Fei. ECCV (2) 2012, 1-15. Web SearchBibTeXDownload
148Query Specific Fusion for Image Retrieval. Shaoting Zhang, Ming Yang, Timothée Cour, Kai Yu, Dimitris N. Metaxas. ECCV (2) 2012, 660-673. Web SearchBibTeXDownload
147Multi-component Models for Object Detection. Chunhui Gu, Pablo Andrés Arbeláez, Yuanqing Lin, Kai Yu, Jitendra Malik. ECCV (4) 2012, 445-458. Web SearchBibTeXDownload
146Beacon routing algorithm in wireless sensor networks with mobile gateway. Jun Xia, Fei Yin, Yun Rui, Kai Yu, Zhenhong Li, Haifeng Wang, Zhiyong Bu. EURASIP J. Wireless Comm. and Networking (2012): 86 (2012). Web SearchBibTeXDownload
145Temporal Social Tagging Based Collaborative Filtering Recommender for Digital Library. Dengneng Wu, Zhen-ming Yuan, Kai Yu, Hong Pan. ICADL 2012, 199-208. Web SearchBibTeXDownload
144Calligraphy Stroke Extraction in CADAL. Kai Yu, Zhen-ming Yuan, Jiangqin Wu. ICADL 2012, 368-369. Web SearchBibTeXDownload
143Development of the 2012 SJTU HVR system. Hainan Xu, Yuchen Fan, Kai Yu. ICMI 2012, 539-544. Web SearchBibTeXDownload
142ICMI'12 grand challenge: haptic voice recognition. Khe Chai Sim, Shengdong Zhao, Kai Yu, Hank Liao. ICMI 2012, 363-370. Web SearchBibTeXDownload
141An integrated bug processing framework. Xiangyu Zhang, Mengxiang Lin, Kai Yu. ICSE 2012, 1469-1470. Web SearchBibTeXDownload
140Improving failure-inducing changes identification using coverage analysis. Kai Yu. ICSE 2012, 1604-1606. Web SearchBibTeXDownload
139Towards Practical Debugging for Regression Faults. Kai Yu, Mengxiang Lin. ICST 2012, 487-490. Web SearchBibTeXDownload
138When a GUI Regression Test Failed, What Should be Blamed?. Jin Chen, Mengxiang Lin, Kai Yu, Bing Shao. ICST 2012, 467-470. Web SearchBibTeXDownload
137Investigation on the dynamics of artificial surface reflectance under field condition. Kang Jiang, Xiangjuan Li, Luyan Ji, Kai Yu, Yongchao Zhao, Hairong Tang, Xiurui Geng, Daobin Zhang. IGARSS 2012, 5713-5716. Web SearchBibTeXDownload
136Coordinated Multimode (Cellular - WSN) User Equipment Accessing Wireless Sensor Network Mechanism. Jun Xia, Yun Rui, Kai Yu, Fei Yin, Haifeng Wang, Zhiyong Bu. INCoS 2012, 550-555. Web SearchBibTeXDownload
135Towards automated debugging in software evolution: Evaluating delta debugging on real regression bugs from the developers' perspectives. Kai Yu, Mengxiang Lin, Jin Chen, Xiangyu Zhang. Journal of Systems and Software (85): 2305-2317 (2012). Web SearchBibTeXDownload
134Introduction to the Issue on Advances in Spoken Dialogue Systems and Mobile Interface. Jason D. Williams, Kai Yu, Brahim Chaib-draa, Oliver Lemon, Roberto Pieraccini, Olivier Pietquin, Pascal Poupart, Steve Young. J. Sel. Topics Signal Processing (6): 889-890 (2012). Web SearchBibTeXDownload
133Deep Learning of Invariant Features via Simulated Fixations in Video. Will Y. Zou, Andrew Y. Ng, Shenghuo Zhu, Kai Yu. NIPS 2012, 3212-3220. Web SearchBibTeXDownload
132Structural Context-Aware Cross Media Recommendation. Zhen-ming Yuan, Kai Yu, Jia Zhang, Hong Pan. PCM 2012, 790-800. Web SearchBibTeXDownload
131The Effect of Cognitive Load on a Statistical Dialogue System. Milica Gasic, Pirros Tsiakoulis, Matthew Henderson, Blaise Thomson, Kai Yu, Eli Tzirkel, Steve Young. SIGDIAL Conference 2012, 74-78. Web SearchBibTeXDownload
130Discriminative spoken language understanding using word confusion networks. Matthew Henderson, Milica Gasic, Blaise Thomson, Pirros Tsiakoulis, Kai Yu, Steve Young. SLT 2012, 176-181. Web SearchBibTeXDownload
129Multiuser detectors for large CDMA random access systems over Rayleigh fading channels. Kai Yu, Pingzhi Fan, Li Hao, Xianfu Lei. Wireless Communications and Mobile Computing (12): 503-515 (2012). Web SearchBibTeXDownload
2011
128On-line policy optimisation of spoken dialogue systems via live interaction with human subjects. Milica Gasic, Filip Jurcícek, Blaise Thomson, Kai Yu, Steve Young. ASRU 2011, 312-317. Web SearchBibTeXDownload
127Achieving High Branch Coverage with Fewer Paths. Yu Dong, Mengxiang Lin, Kai Yu, Yi Zhou, Yin-li Chen. COMPSAC Workshops 2011, 155-160. Web SearchBibTeXDownload
126Learning image representations from the pixel level via hierarchical sparse coding. Kai Yu, Yuanqing Lin, John D. Lafferty. CVPR 2011, 1713-1720. Web SearchBibTeXDownload
125Correspondence driven adaptation for human profile recognition. Ming Yang, Shenghuo Zhu, Fengjun Lv, Kai Yu. CVPR 2011, 505-512. Web SearchBibTeXDownload
124Large-scale image classification: Fast feature extraction and SVM training. Yuanqing Lin, Fengjun Lv, Shenghuo Zhu, Ming Yang, Timothée Cour, Kai Yu, Liangliang Cao, Thomas S. Huang. CVPR 2011, 1689-1696. Web SearchBibTeXDownload
123A high-level analytical model for application specific CMP design exploration. Andrew Cassidy, Kai Yu, Haolang Zhou, Andreas G. Andreou. DATE 2011, 1095-1100. Web SearchBibTeXDownload
122Chinese calligraphy system in CADAL. Kai Yu, Bin Hu, Milan Ye, Zhenming Yuan. EMEIT 2011, 377-380. Web SearchBibTeXDownload
121Joint modelling of voicing label and continuous F0 for HMM based speech synthesis. Kai Yu, Steve Young. ICASSP 2011, 4572-4575. Web SearchBibTeXDownload
120Structured precision modelling with Cholesky Basis Superposition for speech recognition. Lei Jia, Kai Yu, Bo Xu. ICASSP 2011, 5168-5171. Web SearchBibTeXDownload
119Contextual weighting for vocabulary tree based image retrieval. Xiaoyu Wang, Ming Yang, Timothée Cour, Shenghuo Zhu, Kai Yu, Tony X. Han. ICCV 2011, 209-216. Web SearchBibTeXDownload
118Real-time clothing recognition in surveillance videos. Ming Yang, Kai Yu. ICIP 2011, 2937-2940. Web SearchBibTeXDownload
117Continuous F0 Modeling for HMM Based Statistical Parametric Speech Synthesis. Kai Yu, Steve Young. IEEE Transactions on Audio, Speech & Language Processing (19): 1071-1079 (2011). Web SearchBibTeXDownload
116Lazy symbolic execution for test data generation. Mengxiang Lin, Yin-li Chen, Kai Yu, Guo-shi Wu. IET Software (5): 132-141 (2011). Web SearchBibTeXDownload
115Real User Evaluation of Spoken Dialogue Systems Using Amazon Mechanical Turk. Filip Jurcícek, Simon Keizer, Milica Gasic, François Mairesse, Blaise Thomson, Kai Yu, Steve Young. INTERSPEECH 2011, 3061-3064. Web SearchBibTeXDownload
114Locating faults using multiple spectra-specific models. Kai Yu, Mengxiang Lin, Qing Gao, Hui Zhang, Xiangyu Zhang. SAC 2011, 1404-1410. Web SearchBibTeXDownload
113Spoken Dialog Challenge 2010: Comparison of Live and Control Test Results. Alan W. Black, Susanne Burger, Alistair Conkie, Helen Wright Hastie, Simon Keizer, Oliver Lemon, Nicolas Merigaud, Gabriel Parent, Gabriel Schubiner, Blaise Thomson, Jason D. Williams, Kai Yu, Steve Young, Maxine Eskenazi. SIGDIAL Conference 2011, 2-7. Web SearchBibTeXDownload
112Context adaptive training with factorized decision trees for HMM-based statistical parametric speech synthesis. Kai Yu, Heiga Zen, François Mairesse, Steve Young. Speech Communication (53): 914-923 (2011). Web SearchBibTeXDownload
111CDMA Mobile Internet User Behavior Analysis Based on RP Interface. Kai Yu, Dazhong He, Yinan Dou, Zhenming Lei. WISM (1) 2011, 114-123. Web SearchBibTeXDownload
2010
110Phrase-Based Statistical Language Generation Using Graphical Models and Active Learning. François Mairesse, Milica Gasic, Filip Jurcícek, Simon Keizer, Blaise Thomson, Kai Yu, Steve Young. ACL 2010, 1552-1561. Web SearchBibTeXDownload
109The Hidden Information State model: A practical framework for POMDP-based spoken dialogue management. Steve Young, Milica Gasic, Simon Keizer, François Mairesse, Jost Schatzmann, Blaise Thomson, Kai Yu. Computer Speech & Language (24): 150-174 (2010). Web SearchBibTeXDownload
108Supervised translation-invariant sparse coding. Jianchao Yang, Kai Yu, Thomas S. Huang. CVPR 2010, 3517-3524. Web SearchBibTeXDownload
107Locality-constrained Linear Coding for image classification. Jinjun Wang, Jianchao Yang, Kai Yu, Fengjun Lv, Thomas S. Huang, Yihong Gong. CVPR 2010, 3360-3367. Web SearchBibTeXDownload
106Image Classification Using Super-Vector Coding of Local Image Descriptors. Xi Zhou, Kai Yu, Tong Zhang, Thomas S. Huang. ECCV (5) 2010, 141-154. Web SearchBibTeXDownload
105Efficient Highly Over-Complete Sparse Coding Using a Mixture Model. Jianchao Yang, Kai Yu, Thomas S. Huang. ECCV (5) 2010, 113-126. Web SearchBibTeXDownload
104Predicting Facial Beauty without Landmarks. Douglas Gray, Kai Yu, Wei Xu, Yihong Gong. ECCV (6) 2010, 434-447. Web SearchBibTeXDownload
103Word-level emphasis modelling in HMM-based speech synthesis. Kai Yu, François Mairesse, Steve Young. ICASSP 2010, 4238-4241. Web SearchBibTeXDownload
102Training Conditional Random Fields Using Transfer Learning for Gesture Recognition. Jie Liu, Kai Yu, Yi Zhang, Yalou Huang. ICDM 2010, 314-323. Web SearchBibTeXDownload
1013D Convolutional Neural Networks for Human Action Recognition. Shuiwang Ji, Wei Xu, Ming Yang, Kai Yu. ICML 2010, 495-502. Web SearchBibTeXDownload
100Improved Local Coordinate Coding using Local Tangents. Kai Yu, Tong Zhang. ICML 2010, 1215-1222. Web SearchBibTeXDownload
99Feature Selection for Gene Expression Using Model-Based Entropy. Shenghuo Zhu, Dingding Wang, Kai Yu, Tao Li, Yihong Gong. IEEE/ACM Trans. Comput. Biology Bioinform. (7): 25-36 (2010). Web SearchBibTeXDownload
98Natural belief-critic: a reinforcement algorithm for parameter estimation in statistical spoken dialogue systems. Filip Jurcícek, Blaise Thomson, Simon Keizer, François Mairesse, Milica Gasic, Kai Yu, Steve Young. INTERSPEECH 2010, 90-93. Web SearchBibTeXDownload
97Context adaptive training with factorized decision trees for HMM-based speech synthesis. Kai Yu, Heiga Zen, François Mairesse, Steve Young. INTERSPEECH 2010, 414-417. Web SearchBibTeXDownload
96Canonical state models for automatic speech recognition. Mark J. F. Gales, Kai Yu. INTERSPEECH 2010, 58-61. Web SearchBibTeXDownload
95Chinese calligraphy specific style rendering system. Zhenting Zhang, Jiangqin Wu, Kai Yu. JCDL 2010, 99-108. Web SearchBibTeXDownload
94Deep Coding Network. Yuanqing Lin, Tong Zhang, Shenghuo Zhu, Kai Yu. NIPS 2010, 1405-1413. Web SearchBibTeXDownload
93Parameter estimation for agenda-based user simulation. Simon Keizer, Milica Gasic, Filip Jurcícek, François Mairesse, Blaise Thomson, Kai Yu, Steve Young. SIGDIAL Conference 2010, 116-123. Web SearchBibTeXDownload
92Gaussian Processes for Fast Policy Optimisation of POMDP-based Dialogue Managers. Milica Gasic, Filip Jurcícek, Simon Keizer, François Mairesse, Blaise Thomson, Kai Yu, Steve Young. SIGDIAL Conference 2010, 201-204. Web SearchBibTeXDownload
91Parameter learning for POMDP spoken dialogue models. Blaise Thomson, Filip Jurcícek, Milica Gasic, Simon Keizer, François Mairesse, Kai Yu, Steve Young. SLT 2010, 271-276. Web SearchBibTeXDownload
90Bayesian dialogue system for the Let's Go Spoken Dialogue Challenge. Blaise Thomson, Kai Yu, Simon Keizer, Milica Gasic, Filip Jurcícek, François Mairesse, Steve Young. SLT 2010, 460-465. Web SearchBibTeXDownload
89Unsupervised training and directed manual transcription for LVCSR. Kai Yu, Mark J. F. Gales, Lan Wang, Philip C. Woodland. Speech Communication (52): 652-663 (2010). Web SearchBibTeXDownload
88Performance Analysis of Large CDMA Random Access Systems with Retransmission Diversity over Fading Channels. Kai Yu, Yi Sun, Pingzhi Fan, Xianfu Lei, Lei Shu. TIIS (4): 509-528 (2010). Web SearchBibTeXDownload
87Videos Semantic Indexing using Image Classification. Ming Yang, Yuanqing Lin, Fengjun Lv, Shenghuo Zhu, Kai Yu, Mert Dikmen, Liangliang Cao, Thomas S. Huang. TRECVID 2010. Web SearchBibTeXDownload
2009
86Detecting video events based on action recognition in complex scenes using spatio-temporal descriptor. Guangyu Zhu, Ming Yang, Kai Yu, Wei Xu, Yihong Gong. ACM Multimedia 2009, 165-174. Web SearchBibTeXDownload
85Program Sifting: Select Property-Related Functions for Language-Based Static Analysis. Kai Yu, Cong Wang, Yin-li Chen, Meng-xiang Lin. APSEC 2009, 275-282. Web SearchBibTeXDownload
84Back-off action selection in summary space-based POMDP dialogue systems. Milica Gasic, Fabrice Lefèvre, Filip Jurcícek, Simon Keizer, François Mairesse, Blaise Thomson, Kai Yu, Steve Young. ASRU 2009, 456-461. Web SearchBibTeXDownload
83Lazy Symbolic Evaluation and Its Path Constraints Solution. Meng-xiang Lin, Yin-li Chen, Kai Yu, Guo-shi Wu. AST 2009, 79-87. Web SearchBibTeXDownload
82Relay-aided multiple antenna transmissions for wireless backhaul applications. Federico Boccardi, Kai Yu, Angeliki Alexiou. Bell Labs Technical Journal (13): 161-173 (2009). Web SearchBibTeXDownload
81Linear spatial pyramid matching using sparse coding for image classification. Jianchao Yang, Kai Yu, Yihong Gong, Thomas S. Huang. CVPR 2009, 1794-1801. Web SearchBibTeXDownload
80Corrections to "A Further Result about 'on the Channel Capacity of Multiantenna Systems with Nakagami Fading'". Xianfu Lei, Kai Yu, Pingzhi Z. Fan. EURASIP J. Adv. Sig. Proc. (2009) (2009). Web SearchBibTeXDownload
79Probablistic modelling of F0 in unvoiced regions in HMM based speech synthesis. Kai Yu, Tomoki Toda, Milica Gasic, Simon Keizer, François Mairesse, Blaise Thomson, Steve Young. ICASSP 2009, 3773-3776. Web SearchBibTeXDownload
78Spoken language understanding from unaligned data using discriminative classification models. François Mairesse, Milica Gasic, Filip Jurcícek, Simon Keizer, Blaise Thomson, Kai Yu, Steve Young. ICASSP 2009, 4749-4752. Web SearchBibTeXDownload
77Large-scale collaborative prediction using a nonparametric random effects model. Kai Yu, John D. Lafferty, Shenghuo Zhu, Yihong Gong. ICML 2009, 149. Web SearchBibTeXDownload
76Tutorial summary: Learning with dependencies between several response variables. Volker Tresp, Kai Yu. ICML 2009, 174. Web SearchBibTeXDownload
75Unsupervised Adaptation With Discriminative Mapping Transforms. Kai Yu, M. J. F. Gales, Philip C. Woodland. IEEE Transactions on Audio, Speech & Language Processing (17): 714-723 (2009). Web SearchBibTeXDownload
74High data rate relay transmissions with multiple antennas. Federico Boccardi, Kai Yu, Angeliki Alexiou. IEEE Transactions on Communications (57): 3547-3551 (2009). Web SearchBibTeXDownload
73Transformation-based learning for semantic parsing. Filip Jurcícek, Milica Gasic, Simon Keizer, François Mairesse, Blaise Thomson, Kai Yu, Steve Young. INTERSPEECH 2009, 2719-2722. Web SearchBibTeXDownload
72Profiling large-vocabulary continuous speech recognition on embedded devices: a hardware resource sensitivity analysis. Kai Yu, Rob A. Rutenbar. INTERSPEECH 2009, 1923-1926. Web SearchBibTeXDownload
71Style-consistency calligraphy synthesis system in digital library. Kai Yu, Jiangqin Wu, Yueting Zhuang. JCDL 2009, 145-152. Web SearchBibTeXDownload
70Nonlinear Learning using Local Coordinate Coding. Kai Yu, Tong Zhang, Yihong Gong. NIPS 2009, 2223-2231. Web SearchBibTeXDownload
69k-Nearest Neighbor Monte-Carlo Control Algorithm for POMDP-Based Dialogue Systems. Fabrice Lefèvre, Milica Gasic, Filip Jurcícek, Simon Keizer, François Mairesse, Blaise Thomson, Kai Yu, Steve Young. SIGDIAL Conference 2009, 272-275. Web SearchBibTeXDownload
68Fast nonparametric matrix factorization for large-scale collaborative filtering. Kai Yu, Shenghuo Zhu, John D. Lafferty, Yihong Gong. SIGIR 2009, 211-218. Web SearchBibTeXDownload
67UCSC at Relevance Feedback Track. Lanbo Zhang, Jadiel de Arma, Kai Yu. TREC 2009. Web SearchBibTeXDownload
66Performance of large CDMA random access systems with retransmission diversity over fading channels. Kai Yu, Yi Sun, Pingzhi Fan, Xianfu Lei. WCNC 2009, 180-185. Web SearchBibTeXDownload
2008
65Training Hierarchical Feed-Forward Visual Recognition Models Using Transfer Learning from Pseudo-Tasks. Amr Ahmed, Kai Yu, Wei Xu, Yihong Gong, Eric P. Xing. ECCV (3) 2008, 69-82. Web SearchBibTeXDownload
64Visual Knowledge Reasoning on Typed Categorical Structure. Qingquan Wang, Lili Rong, Kai Yu. FSKD (4) 2008, 684-688. Web SearchBibTeXDownload
63Unsupervised discriminative adaptation using discriminative mapping transforms. Kai Yu, Mark J. F. Gales, Philip C. Woodland. ICASSP 2008, 4273-4276. Web SearchBibTeXDownload
62Adaptive training using discriminative mapping transforms. Chandra Kant Raut, Kai Yu, Mark J. F. Gales. INTERSPEECH 2008, 1697-1700. Web SearchBibTeXDownload
61User study of the Bayesian update of dialogue state approach to dialogue management. Blaise Thomson, Milica Gasic, Simon Keizer, François Mairesse, Jost Schatzmann, Kai Yu, Steve Young. INTERSPEECH 2008, 483-486. Web SearchBibTeXDownload
60Evaluating semantic-level confidence scores with multiple hypotheses. Blaise Thomson, Kai Yu, Milica Gasic, Simon Keizer, François Mairesse, Jost Schatzmann, Steve Young. INTERSPEECH 2008, 1153-1156. Web SearchBibTeXDownload
59Towards a Categorical Matching Method to Process High-Dimensional Emergency Knowledge Structures. Qingquan Wang, Lili Rong, Kai Yu. ISNN (2) 2008, 740-747. Web SearchBibTeXDownload
58Toward a Categorical Link Grammar for Knowledge Piece Generation in Emergency Decision-Making Support. Qingquan Wang, Lili Rong, Kai Yu. NCM (2) 2008, 732-735. Web SearchBibTeXDownload
57Deep Learning with Kernel Regularization for Visual Recognition. Kai Yu, Wei Xu, Yihong Gong. NIPS 2008, 1889-1896. Web SearchBibTeXDownload
56Stochastic Relational Models for Large-scale Dyadic Data using MCMC. Shenghuo Zhu, Kai Yu, Yihong Gong. NIPS 2008, 1993-2000. Web SearchBibTeXDownload
55Skeleton-Based Recognition of Chinese Calligraphic Character Image. Kai Yu, Jiangqin Wu, Yueting Zhuang. PCM 2008, 228-237. Web SearchBibTeXDownload
54Combining MIMO and relaying gains for highly efficient wireless backhaul. Angeliki Alexiou, Kai Yu, Federico Boccardi. PIMRC 2008, 1-5. Web SearchBibTeXDownload
53trNon-greedy active learning for text categorization using convex ansductive experimental design. Kai Yu, Shenghuo Zhu, Wei Xu, Yihong Gong. SIGIR 2008, 635-642. Web SearchBibTeXDownload
52Modelling user behaviour in the HIS-POMDP dialogue manager. Simon Keizer, Milica Gasic, François Mairesse, Blaise Thomson, Kai Yu, Steve Young. SLT 2008, 121-124. Web SearchBibTeXDownload
51Surveillance Event Detection. Mert Dikmen, Huazhong Ning, Dennis Lin, Liangliang Cao, Vuong Le, Shen-Fu Tsai, Kai-Hsiang Lin, Zhen Li, Jianchao Yang, Thomas S. Huang, Fengjun Lv, Wei Xu, Ming Yang, Kai Yu, Guangyu Zhu, Yihong Gong. TRECVID 2008. Web SearchBibTeXDownload
50Learning multiple graphs for document recommendations. Ding Zhou, Shenghuo Zhu, Kai Yu, Xiaodan Song, Belle L. Tseng, Hongyuan Zha, C. Lee Giles. WWW 2008, 141-150. Web SearchBibTeXDownload
2007
49Discriminative language model adaptation for Mandarin broadcast speech transcription and translation. Xunying Liu, William J. Byrne, Mark J. F. Gales, Adrià de Gispert, Marcus Tomalin, Philip C. Woodland, Kai Yu. ASRU 2007, 153-158. Web SearchBibTeXDownload
48Development of a phonetic system for large vocabulary Arabic speech recognition. Mark J. F. Gales, Frank Diehl, Chandra Kant Raut, Marcus Tomalin, Philip C. Woodland, Kai Yu. ASRU 2007, 24-29. Web SearchBibTeXDownload
47A 1000-word vocabulary, speaker-independent, continuous live-mode speech recognizer implemented in a single FPGA. Edward C. Lin, Kai Yu, Rob A. Rutenbar, Tsuhan Chen. FPGA 2007, 60-68. Web SearchBibTeXDownload
46Local learning projections. Mingrui Wu, Kai Yu, Shipeng Yu, Bernhard Schölkopf. ICML 2007, 1039-1046. Web SearchBibTeXDownload
45Robust multi-task learning with t-processes. Shipeng Yu, Volker Tresp, Kai Yu. ICML 2007, 1103-1110. Web SearchBibTeXDownload
44Bayesian Adaptive Inference and Adaptive Training. Kai Yu, M. J. F. Gales. IEEE Transactions on Audio, Speech & Language Processing (15): 1932-1943 (2007). Web SearchBibTeXDownload
43Generating small, accurate acoustic models with a modified Bayesian information criterion. Kai Yu, Rob A. Rutenbar. INTERSPEECH 2007, 2109-2112. Web SearchBibTeXDownload
42Unsupervised training with directed manual transcription for recognising Mandarin broadcast audio. Kai Yu, Mark J. F. Gales, Philip C. Woodland. INTERSPEECH 2007, 1709-1712. Web SearchBibTeXDownload
41Fast Inference in Infinite Hidden Relational Models. Zhao Xu, Volker Tresp, Shipeng Yu, Kai Yu, Hans-Peter Kriegel. MLG 2007. Cited by 4Web SearchBibTeXDownload
40Predictive Matrix-Variate t Models. Shenghuo Zhu, Kai Yu, Yihong Gong. NIPS 2007. Web SearchBibTeXDownload
39Gaussian Process Models for Link Analysis and Transfer Learning. Kai Yu, Wei Chu. NIPS 2007. Web SearchBibTeXDownload
38Combining content and link for classification using matrix factorization. Shenghuo Zhu, Kai Yu, Yun Chi, Yihong Gong. SIGIR 2007, 487-494. Web SearchBibTeXDownload
2006
37Variational Bayesian Dirichlet-Multinomial Allocation for Exponential Family Mixtures. Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel. ECML 2006, 841-848. Web SearchBibTeXDownload
36Active learning via transductive experimental design. Kai Yu, Jinbo Bi, Volker Tresp. ICML 2006, 1081-1088. Web SearchBibTeXDownload
35Collaborative ordinal regression. Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel. ICML 2006, 1089-1096. Cited by 20Web SearchBibTeXDownload
34Discriminative cluster adaptive training. Kai Yu, M. J. F. Gales. IEEE Transactions on Audio, Speech & Language Processing (14): 1694-1703 (2006). Web SearchBibTeXDownload
33Multi-Output Regularized Feature Projection. Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel. IEEE Trans. Knowl. Data Eng. (18): 1600-1613 (2006). Cited by 4Web SearchBibTeXDownload
32Moving speech recognition from software to silicon: the in silico vox project. Edward C. Lin, Kai Yu, Rob A. Rutenbar, Tsuhan Chen. INTERSPEECH 2006. Web SearchBibTeXDownload
31Supervised probabilistic principal component analysis. Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel, Mingrui Wu. KDD 2006, 464-473. Cited by 16Web SearchBibTeXDownload
30Stochastic Relational Models for Discriminative Link Prediction. Kai Yu, Wei Chu, Shipeng Yu, Volker Tresp, Zhao Xu. NIPS 2006, 1553-1560. Web SearchBibTeXDownload
29Infinite Hidden Relational Models. Zhao Xu, Volker Tresp, Kai Yu, Hans-Peter Kriegel. UAI 2006. Cited by 43Web SearchBibTeXDownload
28Multi-access radio resource management using multi-agent system. Zhiyong Feng, Kai Yu, Yang Ji, Ping Zhang, Victor O. K. Li, Yongjing Zhang. WCNC 2006, 63-68. Web SearchBibTeXDownload
2005
27Multi-Output Regularized Projection. Kai Yu, Shipeng Yu, Volker Tresp. CVPR (2) 2005, 597-602. Web SearchBibTeXDownload
26Hierarchy-Regularized Latent Semantic Indexing. Yi Huang, Kai Yu, Matthias Schubert, Shipeng Yu, Volker Tresp, Hans-Peter Kriegel. ICDM 2005, 178-185. Web SearchBibTeXDownload
25Learning Gaussian processes from multiple tasks. Kai Yu, Volker Tresp, Anton Schwaighofer. ICML 2005, 1012-1019. Web SearchBibTeXDownload
24Dirichlet enhanced relational learning. Zhao Xu, Volker Tresp, Kai Yu, Shipeng Yu, Hans-Peter Kriegel. ICML 2005, 1004-1011. Cited by 8Web SearchBibTeXDownload
23MIMO channel capacity and modeling issues on a measured indoor radio channel at 5.8 GHz. Rickard Stridh, Kai Yu, Björn E. Ottersten, Peter Karlsson. IEEE Transactions on Wireless Communications (4): 895-903 (2005). Web SearchBibTeXDownload
22Soft Clustering on Graphs. Shipeng Yu, Kai Yu, Volker Tresp. NIPS 2005. Web SearchBibTeXDownload
21A Probabilistic Clustering-Projection Model for Discrete Data. Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel. PKDD 2005, 417-428. Cited by 4Web SearchBibTeXDownload
20Multi-label informed latent semantic indexing. Kai Yu, Shipeng Yu, Volker Tresp. SIGIR 2005, 258-265. Web SearchBibTeXDownload
2004
19Heterogenous Data Fusion via a Probabilistic Latent-Variable Model. Kai Yu, Volker Tresp. ARCS 2004, 20-30. Web SearchBibTeXDownload
18Measuring Semantic Relations of Web Sites by Clustering of Local Context. Carsten Stolz, Vassil Gedov, Kai Yu, Ralph Neuneier, Michal Skubacz. ICWE 2004, 182-186. Web SearchBibTeXDownload
17Probabilistic Memory-Based Collaborative Filtering. Kai Yu, Anton Schwaighofer, Volker Tresp, Xiaowei Xu, Hans-Peter Kriegel. IEEE Trans. Knowl. Data Eng. (16): 56-69 (2004). Cited by 59Web SearchBibTeXDownload
16Dirichlet Enhanced Latent Semantic Analysis. Kai Yu, Shipeng Yu, Volker Tresp. LWA 2004, 221-226. Web SearchBibTeX
15Learning Gaussian Process Kernels via Hierarchical Bayes. Anton Schwaighofer, Volker Tresp, Kai Yu. NIPS 2004. Web SearchBibTeXDownload
14A nonparametric hierarchical bayesian framework for information filtering. Kai Yu, Volker Tresp, Shipeng Yu. SIGIR 2004, 353-360. Web SearchBibTeXDownload
2003
13Knowing a tree from the forest: art image retrieval using a society of profiles. Kai Yu, Wei-Ying Ma, Volker Tresp, Zhao Xu, Xiaofei He, HongJiang Zhang, Hans-Peter Kriegel. ACM Multimedia 2003, 622-631. Cited by 7Web SearchBibTeXDownload
12A Hybrid Relevance-Feedback Approach to Text Retrieval. Zhao Xu, Xiaowei Xu, Kai Yu, Volker Tresp. ECIR 2003, 281-293. Web SearchBibTeXDownload
11Representative Sampling for Text Classification Using Support Vector Machines. Zhao Xu, Kai Yu, Volker Tresp, Xiaowei Xu, Jizhi Wang. ECIR 2003, 393-407. Web SearchBibTeXDownload
10An Introduction to Nonparametric Hierarchical Bayesian Modelling with a Focus on Multi-agent Learning. Volker Tresp, Kai Yu. European Summer School on Multi-AgentControl 2003, 290-312. Web SearchBibTeXDownload
9Feature Weighting and Instance Selection for Collaborative Filtering: An Information-Theoretic Approach*. Kai Yu, Xiaowei Xu, Martin Ester, Hans-Peter Kriegel. Knowl. Inf. Syst. (5): 201-224 (2003). Cited by 37Web SearchBibTeXDownload
8Collaborative Ensemble Learning: Combining Collaborative and Content-Based Information Filtering via Hierarchical Bayes. Kai Yu, Anton Schwaighofer, Volker Tresp, Wei-Ying Ma, HongJiang Zhang. UAI 2003, 616-623. Web SearchBibTeXDownload
2002
7Removing redundancy and inconsistency in memory-based collaborative filtering. Kai Yu, Xiaowei Xu, Anton Schwaighofer, Volker Tresp, Hans-Peter Kriegel. CIKM 2002, 52-59. Cited by 1Web SearchBibTeXDownload
6Kernel Nearest Neighbor Algorithm. Kai Yu, Liang Ji, Xuegong Zhang. Neural Processing Letters (15): 147-156 (2002). Web SearchBibTeXDownload
5Instance Selection Techniques for Memory-based Collaborative Filtering. Kai Yu, Xiaowei Xu, Jianjua Tao, Martin Ester, Hans-Peter Kriegel. SDM 2002. Cited by 37Web SearchBibTeXDownload
4A wideband statistical model for NLOS indoor MIMO channels. Kai Yu, Mats Bengtsson, Björn E. Ottersten, Darren McNamara, Peter Karlsson, Mark A. Beach. VTC Spring 2002, 370-374. Web SearchBibTeXDownload
3Models for MIMO propagation channels: a review. Kai Yu, Björn E. Ottersten. Wireless Communications and Mobile Computing (2): 653-666 (2002). Web SearchBibTeXDownload
2001
2Selecting Relevant Instances for Efficient and Accurate Collaborative Filtering. Kai Yu, Xiaowei Xu, Martin Ester, Hans-Peter Kriegel. CIKM 2001, 239-246. Cited by 19Web SearchBibTeXDownload
1Feature Weighting Methods for Improving the Accuracy of Collaborative Filtering (Invited Address). Kai Yu, Zhong Wen, Xiaowei Xu, Martin Ester. DEXA Workshop 2001, 285-290. Web SearchBibTeX
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1. ^ KDD 2008: Industrial Track Program Committee - Retrieved 2009-11-21 - details
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