| 2013 |
|---|
| 201 | Passive Learning with Target Risk. Mehrdad Mahdavi, Rong Jin. CoRR (abs/1302.2157) (2013). Web SearchBibTeXDownload |
| 200 | Sparse Multiple Kernel Learning with Geometric Convergence Rate. Rong Jin, Tianbao Yang, Mehrdad Mahdavi. CoRR (abs/1302.0315) (2013). Web SearchBibTeXDownload |
| 199 | Tag Completion for Image Retrieval. Lei Wu, Rong Jin, Anil K. Jain. IEEE Trans. Pattern Anal. Mach. Intell. (35): 716-727 (2013). Web SearchBibTeXDownload |
| 198 | Online Multiple Kernel Classification. Steven C. H. Hoi, Rong Jin, Peilin Zhao, Tianbao Yang. Machine Learning (90): 289-316 (2013). Web SearchBibTeXDownload |
| 2012 |
|---|
| 197 | Random Projection with Filtering for Nearly Duplicate Search. Yue Lin, Rong Jin, Deng Cai, Xiaofei He. AAAI 2012. Web SearchBibTeXDownload |
| 196 | Online Kernel Selection: Algorithms and Evaluations. Tianbao Yang, Mehrdad Mahdavi, Rong Jin, Jinfeng Yi, Steven C. H. Hoi. AAAI 2012. Web SearchBibTeXDownload |
| 195 | Efficient Online Learning for Large-Scale Sparse Kernel Logistic Regression. Lijun Zhang, Rong Jin, Chun Chen, Jiajun Bu, Xiaofei He. AAAI 2012. Web SearchBibTeXDownload |
| 194 | Introduction to the Special Section on Distance Metric Learning in Intelligent Systems. Steven C. H. Hoi, Rong Jin, Jinhui Tang, Zhi-Hua Zhou. ACM TIST (3): 52 (2012). Web SearchBibTeXDownload |
| 193 | Online Stochastic Optimization with Multiple Objectives. Mehrdad Mahdavi, Tianbao Yang, Rong Jin. CoRR (abs/1211.6013) (2012). Web SearchBibTeXDownload |
| 192 | Fast Bounded Online Gradient Descent Algorithms for Scalable Kernel-Based Online Learning. Peilin Zhao, Jialei Wang, Pengcheng Wu, Rong Jin, Steven C. H. Hoi. CoRR (abs/1206.4633) (2012). Web SearchBibTeXDownload |
| 191 | Efficient Constrained Regret Minimization. Mehrdad Mahdavi, Tianbao Yang, Rong Jin. CoRR (abs/1205.2265) (2012). Web SearchBibTeXDownload |
| 190 | Recovering Optimal Solution by Dual Random Projection. Lijun Zhang, Mehrdad Mahdavi, Rong Jin, Tianbao Yang. CoRR (abs/1211.3046) (2012). Web SearchBibTeXDownload |
| 189 | Robust Metric Learning by Smooth Optimization. Kaizhu Huang, Rong Jin, Zenglin Xu, Cheng-Lin Liu. CoRR (abs/1203.3461) (2012). Web SearchBibTeXDownload |
| 188 | An Improved Bound for the Nystrom Method for Large Eigengap. Mehrdad Mahdavi, Tianbao Yang, Rong Jin. CoRR (abs/1209.0001) (2012). Web SearchBibTeXDownload |
| 187 | A Bayesian Framework for Community Detection Integrating Content and Link. Tianbao Yang, Rong Jin, Yun Chi, Shenghuo Zhu. CoRR (abs/1205.2603) (2012). Web SearchBibTeXDownload |
| 186 | A Bayesian Approach toward Active Learning for Collaborative Filtering. Rong Jin, Luo Si. CoRR (abs/1207.4146) (2012). Web SearchBibTeXDownload |
| 185 | Multiple Kernel Learning from Noisy Labels by Stochastic Programming. Tianbao Yang, Mehrdad Mahdavi, Rong Jin, Lijun Zhang, Yang Zhou. CoRR (abs/1206.4629) (2012). Web SearchBibTeXDownload |
| 184 | Preference-based Graphic Models for Collaborative Filtering. Rong Jin, Luo Si, ChengXiang Zhai. CoRR (abs/1212.2478) (2012). Web SearchBibTeXDownload |
| 183 | Bayesian Active Distance Metric Learning. Liu Yang, Rong Jin, Rahul Sukthankar. CoRR (abs/1206.5283) (2012). Web SearchBibTeXDownload |
| 182 | An Efficient Primal-Dual Prox Method for Non-Smooth Optimization. Tianbao Yang, Rong Jin, Mehrdad Mahdavi, Shenghuo Zhu. CoRR (abs/1201.5283) (2012). Web SearchBibTeXDownload |
| 181 | Robust Ensemble Clustering by Matrix Completion. Jinfeng Yi, Tianbao Yang, Rong Jin, Anil K. Jain, Mehrdad Mahdavi. ICDM 2012, 1176-1181. Web SearchBibTeXDownload |
| 180 | Efficient Kernel Clustering Using Random Fourier Features. Radha Chitta, Rong Jin, Anil K. Jain. ICDM 2012, 161-170. Web SearchBibTeXDownload |
| 179 | A Simple Algorithm for Semi-supervised Learning with Improved Generalization Error Bound. Ming Ji, Tianbao Yang, Binbin Lin, Rong Jin, Jiawei Han. ICML 2012. Web SearchBibTeXDownload |
| 178 | Tattoo Image Matching and Retrieval. Anil K. Jain, Rong Jin, Jung-Eun Lee. IEEE Computer (45): 93-96 (2012). Web SearchBibTeXDownload |
| 177 | A Robust Regularization Kernel Regression Algorithm for Passive Millimeter Wave Imaging Target Detection. Hong Yang, Fei Hu, Ke Chen, Da Li, Guanli Yi, Rong Jin. IEEE Geosci. Remote Sensing Lett. (9): 915-919 (2012). Web SearchBibTeXDownload |
| 176 | An On-Board External Calibration Method for Aperture Synthesis Radiometer by Rotation. Rong Jin, Qingxia Li, Ke Chen, Guanli Yi, Hong Yang, Da Li, Jian Dong. IEEE Geosci. Remote Sensing Lett. (9): 901-905 (2012). Web SearchBibTeXDownload |
| 175 | Array Configuration Design of One-Dimensional Mirrored Interferometric Aperture Synthesis. Guanli Yi, Fei Hu, Rong Jin, Da Li, Hong Yang, Jian Dong. IEEE Geosci. Remote Sensing Lett. (9): 1021-1025 (2012). Web SearchBibTeXDownload |
| 174 | Image Retrieval in Forensics: Tattoo Image Database Application. Jung-Eun Lee, Rong Jin, Anil K. Jain, Wei Tong. IEEE MultiMedia (19): 40-49 (2012). Web SearchBibTeXDownload |
| 173 | Learning 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 |
| 172 | Error model and calibration of synthetic aperture interferometric radiometer based on visibility function. Ke Chen, Wei Guo, Hong Yang, Rong Jin, Guanli Yi, Fei Hu, Jinhai Sun. IGARSS 2012, 4633-4636. Web SearchBibTeXDownload |
| 171 | Calibration of staggered Y-shaped array by 120 degree rotation. Rong Jin, Qingxia Li, Ke Chen, Guanli Yi, Hong Yang, Jian Dong, Jinhai Sun. IGARSS 2012, 4637-4640. Web SearchBibTeXDownload |
| 170 | A Bayesian reconstruction algorithm for synthesis aperture imaging radiometer. Hong Yang, Fei Hu, Ke Chen, Rong Jin, Jinhai Sun. IGARSS 2012, 2175-2178. Web SearchBibTeXDownload |
| 169 | Large-scale near-duplicate image retrieval by kernel density estimation. Wei Tong, Fengjie Li, Rong Jin, Anil K. Jain. IJMIR (1): 45-58 (2012). Web SearchBibTeXDownload |
| 168 | Interpreting Rhythm in Optical Music Recognition. Rong Jin, Christopher Raphael. ISMIR 2012, 151-156. Web SearchBibTeXDownload |
| 167 | A Kernel Approach to Multi-Task Learning with Task-Specific Kernels. Wei Wu, Hang Li, Yunhua Hu, Rong Jin. J. Comput. Sci. Technol. (27): 1289-1301 (2012). Web SearchBibTeXDownload |
| 166 | Online Optimization with Gradual Variations. Chao-Kai Chiang, Tianbao Yang, Chia-Jung Lee, Mehrdad Mahdavi, Chi-Jen Lu, Rong Jin, Shenghuo Zhu. Journal of Machine Learning Research - Proceedings Track (23): 6.1-6.20 (2012). Web SearchBibTeXDownload |
| 165 | "Nystr{\\""o}m Method vs Random Fourier Features: A Theoretical and Empirical Comparison". Tianbao Yang, Yu-Feng Li, Mehrdad Mahdavi, Rong Jin, Zhi-Hua Zhou. NIPS 2012, 485-493. Web SearchBibTeXDownload |
| 164 | Semi-Crowdsourced Clustering: Generalizing Crowd Labeling by Robust Distance Metric Learning. Jinfeng Yi, Rong Jin, Anil K. Jain, Shaili Jain, Tianbao Yang. NIPS 2012, 1781-1789. Web SearchBibTeXDownload |
| 163 | Stochastic Gradient Descent with Only One Projection. Mehrdad Mahdavi, Tianbao Yang, Rong Jin, Shenghuo Zhu, Jinfeng Yi. NIPS 2012, 503-511. Web SearchBibTeXDownload |
| 162 | Boosting multi-kernel locality-sensitive hashing for scalable image retrieval. Hao Xia, Pengcheng Wu, Steven C. H. Hoi, Rong Jin. SIGIR 2012, 55-64. Web SearchBibTeXDownload |
| 2011 |
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| 161 | Multi-Task Learning in Square Integrable Space. Wei Wu, Hang Li, Yunhua Hu, Rong Jin. AAAI 2011. Web SearchBibTeXDownload |
| 160 | Distance 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 |
| 159 | Improved Bound for the Nystrom's Method and its Application to Kernel Classification. Rong Jin, Tianbao Yang, Mehrdad Mahdavi. CoRR (abs/1111.2262) (2011). Web SearchBibTeXDownload |
| 158 | Regret Bound by Variation for Online Convex Optimization. Tianbao Yang, Rong Jin, Mehrdad Mahdavi. CoRR (abs/1111.6337) (2011). Web SearchBibTeXDownload |
| 157 | Trading Regret for Efficiency: Online Convex Optimization with Long Term Constraints. Mehrdad Mahdavi, Rong Jin, Tianbao Yang. CoRR (abs/1111.6082) (2011). Web SearchBibTeXDownload |
| 156 | Multi-label learning with incomplete class assignments. Serhat Selcuk Bucak, Rong Jin, Anil K. Jain. CVPR 2011, 2801-2808. Web SearchBibTeXDownload |
| 155 | A probabilistic representation for efficient large scale visual recognition tasks. Subhabrata Bhattacharya, Rahul Sukthankar, Rong Jin, Mubarak Shah. CVPR 2011, 2593-2600. Web SearchBibTeXDownload |
| 154 | Speedup of fuzzy and possibilistic kernel c-means for large-scale clustering. Timothy C. Havens, Radha Chitta, Anil K. Jain, Rong Jin. FUZZ-IEEE 2011, 463-470. Web SearchBibTeXDownload |
| 153 | Online AUC Maximization. Peilin Zhao, Steven C. H. Hoi, Rong Jin, Tianbao Yang. ICML 2011, 233-240. Web SearchBibTeX |
| 152 | A kernel density based approach for large scale image retrieval. Wei Tong, Fengjie Li, Tianbao Yang, Rong Jin, Anil K. Jain. ICMR 2011, 28. Web SearchBibTeXDownload |
| 151 | Double Updating Online Learning. Peilin Zhao, Steven C. H. Hoi, Rong Jin. Journal of Machine Learning Research (12): 1587-1615 (2011). Web SearchBibTeXDownload |
| 150 | Learning to trade off between exploration and exploitation in multiclass bandit prediction. Hamed Valizadegan, Rong Jin, Shijun Wang. KDD 2011, 204-212. Web SearchBibTeXDownload |
| 149 | Approximate kernel k-means: solution to large scale kernel clustering. Radha Chitta, Rong Jin, Timothy C. Havens, Anil K. Jain. KDD 2011, 895-903. Web SearchBibTeXDownload |
| 148 | Detecting communities and their evolutions in dynamic social networks - a Bayesian approach. Tianbao Yang, Yun Chi, Shenghuo Zhu, Yihong Gong, Rong Jin. Machine Learning (82): 157-189 (2011). Web SearchBibTeXDownload |
| 147 | Machine learning for information retrieval. Luo Si, Rong Jin. SIGIR 2011, 1293-1294. Web SearchBibTeXDownload |
| 146 | Active multiple kernel learning for interactive 3D object retrieval systems. Steven C. H. Hoi, Rong Jin. TiiS (1): 3 (2011). Web SearchBibTeXDownload |
| 2010 |
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| 145 | Smooth Optimization for Effective Multiple Kernel Learning. Zenglin Xu, Rong Jin, Shenghuo Zhu, Michael R. Lyu, Irwin King. AAAI 2010. Web SearchBibTeXDownload |
| 144 | Online Multiple Kernel Learning: Algorithms and Mistake Bounds. Rong Jin, Steven C. H. Hoi, Tianbao Yang. ALT 2010, 390-404. Web SearchBibTeXDownload |
| 143 | The Research on Teaching Method of Basics Course of Computer based on Cluster Analysis. ZhiXin Tie, Rong Jin, Hong Zhuang, Zhaoqing Wang. CIT 2010, 2001-2004. Web SearchBibTeXDownload |
| 142 | Online visual vocabulary pruning using pairwise constraints. Pavan Kumar Mallapragada, Rong Jin, Anil K. Jain. CVPR 2010, 3073-3080. Web SearchBibTeXDownload |
| 141 | Simple and Efficient Multiple Kernel Learning by Group Lasso. Zenglin Xu, Rong Jin, Haiqin Yang, Irwin King, Michael R. Lyu. ICML 2010, 1175-1182. Web SearchBibTeXDownload |
| 140 | Learning from Noisy Side Information by Generalized Maximum Entropy Model. Tianbao Yang, Rong Jin, Anil K. Jain. ICML 2010, 1199-1206. Web SearchBibTeXDownload |
| 139 | Unsupervised Ensemble Ranking: Application to Large-Scale Image Retrieval. Jung-Eun Lee, Rong Jin, Anil K. Jain. ICPR 2010, 3902-3906. Web SearchBibTeXDownload |
| 138 | Discriminative semi-supervised feature selection via manifold regularization. Zenglin Xu, Irwin King, Michael R. Lyu, Rong Jin. IEEE Transactions on Neural Networks (21): 1033-1047 (2010). Web SearchBibTeXDownload |
| 137 | Efficient Algorithm for Localized Support Vector Machine. Haibin Cheng, Pang-Ning Tan, Rong Jin. IEEE Trans. Knowl. Data Eng. (22): 537-549 (2010). Web SearchBibTeXDownload |
| 136 | A 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 |
| 135 | Exclusive 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 |
| 134 | A Potential-based Framework for Online Multi-class Learning with Partial Feedback. Shijun Wang, Rong Jin, Hamed Valizadegan. Journal of Machine Learning Research - Proceedings Track (9): 900-907 (2010). Web SearchBibTeXDownload |
| 133 | Unsupervised transfer classification: application to text categorization. Tianbao Yang, Rong Jin, Anil K. Jain, Yang Zhou, Wei Tong. KDD 2010, 1159-1168. Web SearchBibTeXDownload |
| 132 | Exploitation and exploration in a performance based contextual advertising system. Wei Li, Xuerui Wang, Ruofei Zhang, Ying Cui, Jianchang Mao, Rong Jin. KDD 2010, 27-36. Web SearchBibTeXDownload |
| 131 | On the Use of Dynamic Bayesian Networks in Reconstructing Functional Neuronal Networks from Spike Train Ensembles. Seif Eldawlatly, Yang Zhou, Rong Jin, Karim G. Oweiss. Neural Computation (22): 158-189 (2010). Web SearchBibTeXDownload |
| 130 | Multi-label Multiple Kernel Learning by Stochastic Approximation: Application to Visual Object Recognition. Serhat Selcuk Bucak, Rong Jin, Anil K. Jain. NIPS 2010, 325-333. Web SearchBibTeXDownload |
| 129 | Active Learning by Querying Informative and Representative Examples. Sheng-Jun Huang, Rong Jin, Zhi-Hua Zhou. NIPS 2010, 892-900. Web SearchBibTeXDownload |
| 128 | Directed Network Community Detection: A Popularity and Productivity Link Model. Tianbao Yang, Yun Chi, Shenghuo Zhu, Yihong Gong, Rong Jin. SDM 2010, 742-753. Web SearchBibTeXDownload |
| 127 | Non-parametric Mixture Models for Clustering. Pavan Kumar Mallapragada, Rong Jin, Anil K. Jain. SSPR/SPR 2010, 334-343. Web SearchBibTeXDownload |
| 126 | Robust Metric Learning by Smooth Optimization. Kaizhu Huang, Rong Jin, Zenglin Xu, Cheng-Lin Liu. UAI 2010, 244-251. Web SearchBibTeXDownload |
| 2009 |
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| 125 | First 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 |
| 124 | Distance 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 |
| 123 | Semisupervised 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 |
| 122 | Reconstruct modular phenotype-specific gene networks by knowledge-driven matrix factorization. Xuerui Yang, Yang Zhou, Rong Jin, Christina Chan. Bioinformatics (25): 2236-2243 (2009). Web SearchBibTeXDownload |
| 121 | Learning a distance metric from multi-instance multi-label data. Rong Jin, Shijun Wang, Zhi-Hua Zhou. CVPR 2009, 896-902. Web SearchBibTeXDownload |
| 120 | Inferring functional cortical networks from spike train ensembles using Dynamic Bayesian Networks. Seif Eldawlatly, Yang Zhou, Rong Jin, Karim G. Oweiss. ICASSP 2009, 3489-3492. Web SearchBibTeXDownload |
| 119 | Efficient multi-label ranking for multi-class learning: Application to object recognition. Serhat Selcuk Bucak, Pavan Kumar Mallapragada, Rong Jin, Anil K. Jain. ICCV 2009, 2098-2105. Web SearchBibTeXDownload |
| 118 | Content-based image retrieval: An application to tattoo images. Anil K. Jain, Jung-Eun Lee, Rong Jin, Nicholas Gregg. ICIP 2009, 2745-2748. Web SearchBibTeXDownload |
| 117 | Online learning by ellipsoid method. Liu Yang, Rong Jin, Jieping Ye. ICML 2009, 145. Web SearchBibTeXDownload |
| 116 | Non-monotonic feature selection. Zenglin Xu, Rong Jin, Jieping Ye, Michael R. Lyu, Irwin King. ICML 2009, 144. Web SearchBibTeXDownload |
| 115 | Batch 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 |
| 114 | SemiBoost: Boosting for Semi-Supervised Learning. Pavan Kumar Mallapragada, Rong Jin, Anil K. Jain, Yi Liu. IEEE Trans. Pattern Anal. Mach. Intell. (31): 2000-2014 (2009). Web SearchBibTeXDownload |
| 113 | Discriminative Semi-Supervised Feature Selection via Manifold Regularization. Zenglin Xu, Rong Jin, Michael R. Lyu, Irwin King. IJCAI 2009, 1303-1308. Web SearchBibTeXDownload |
| 112 | An Information Geometry Approach for Distance Metric Learning. Shijun Wang, Rong Jin. Journal of Machine Learning Research - Proceedings Track (5): 591-598 (2009). Web SearchBibTeXDownload |
| 111 | Combining link and content for community detection: a discriminative approach. Tianbao Yang, Rong Jin, Yun Chi, Shenghuo Zhu. KDD 2009, 927-936. Web SearchBibTeXDownload |
| 110 | Identifying Functional Connectivity in Large-Scale Neural Ensemble Recordings: A Multiscale Data Mining Approach. Seif Eldawlatly, Rong Jin, Karim G. Oweiss. Neural Computation (21): 450-477 (2009). Web SearchBibTeXDownload |
| 109 | Regularized Distance Metric Learning: Theory and Algorithm. Rong Jin, Shijun Wang, Yang Zhou. NIPS 2009, 862-870. Web SearchBibTeXDownload |
| 108 | DUOL: A Double Updating Approach for Online Learning. Peilin Zhao, Steven C. H. Hoi, Rong Jin. NIPS 2009, 2259-2267. Web SearchBibTeXDownload |
| 107 | Learning 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 |
| 106 | Learning to Rank by Optimizing NDCG Measure. Hamed Valizadegan, Rong Jin, Ruofei Zhang, Jianchang Mao. NIPS 2009, 1883-1891. Web SearchBibTeXDownload |
| 105 | Adaptive Regularization for Transductive Support Vector Machine. Zenglin Xu, Rong Jin, Jianke Zhu, Irwin King, Michael R. Lyu, Zhirong Yang. NIPS 2009, 2125-2133. Web SearchBibTeXDownload |
| 104 | A Bayesian Approach Toward Finding Communities and Their Evolutions in Dynamic Social Networks. Tianbao Yang, Yun Chi, Shenghuo Zhu, Yihong Gong, Rong Jin. SDM 2009, 990-1001. Web SearchBibTeXDownload |
| 103 | A Bayesian Framework for Community Detection Integrating Content and Link. Tianbao Yang, Rong Jin, Yun Chi, Shenghuo Zhu. UAI 2009, 615-622. Web SearchBibTeXDownload |
| 2008 |
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| 102 | Semi-Supervised Ensemble Ranking. Steven C. H. Hoi, Rong Jin. AAAI 2008, 634-639. Web SearchBibTeXDownload |
| 101 | Using Knowledge Driven Matrix Factorization to Reconstruct Modular Gene Regulatory Network. Yang Zhou, Zheng Li, Xuerui Yang, Linxia Zhang, Shireesh Srivastava, Rong Jin, Christina Chan. AAAI 2008, 811-816. Web SearchBibTeXDownload |
| 100 | Automated annotation of Drosophila gene expression patterns using a controlled vocabulary. Shuiwang Ji, Liang Sun, Rong Jin, Sudhir Kumar, Jieping Ye. Bioinformatics (24): 1881-1888 (2008). Web SearchBibTeXDownload |
| 99 | Representative entry selection for profiling blogs. Jinfeng Zhuang, Steven C. H. Hoi, Aixin Sun, Rong Jin. CIKM 2008, 1387-1388. Web SearchBibTeXDownload |
| 98 | Semi-supervised text categorization by active search. Zenglin Xu, Rong Jin, Kaizhu Huang, Michael R. Lyu, Irwin King. CIKM 2008, 1517-1518. Web SearchBibTeXDownload |
| 97 | Rank-based distance metric learning: An application to image retrieval. Jung-Eun Lee, Rong Jin, Anil K. Jain. CVPR 2008. Web SearchBibTeXDownload |
| 96 | Unifying discriminative visual codebook generation with classifier training for object category recognition. Liu Yang, Rong Jin, Rahul Sukthankar, Frédéric Jurie. CVPR 2008. Web SearchBibTeXDownload |
| 95 | Semi-supervised SVM batch mode active learning for image retrieval. Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R. Lyu. CVPR 2008. Web SearchBibTeXDownload |
| 94 | Semi-Supervised Boosting for Multi-Class Classification. Hamed Valizadegan, Rong Jin, Anil K. Jain. ECML/PKDD (2) 2008, 522-537. Web SearchBibTeXDownload |
| 93 | Active kernel learning. Steven C. H. Hoi, Rong Jin. ICML 2008, 400-407. Web SearchBibTeXDownload |
| 92 | Active query selection for semi-supervised clustering. Pavan Kumar Mallapragada, Rong Jin, Anil K. Jain. ICPR 2008, 1-4. Web SearchBibTeXDownload |
| 91 | A Bayesian framework for knowledge driven regression model in micro-array data analysis. Rong Jin, Luo Si, Christina Chan. IJDMB (2): 250-267 (2008). Web SearchBibTeXDownload |
| 90 | An Extended Level Method for Efficient Multiple Kernel Learning. Zenglin Xu, Rong Jin, Irwin King, Michael R. Lyu. NIPS 2008, 1825-1832. Web SearchBibTeXDownload |
| 89 | Semi-supervised Learning with Weakly-Related Unlabeled Data: Towards Better Text Categorization. Liu Yang, Rong Jin, Rahul Sukthankar. NIPS 2008, 1857-1864. Web SearchBibTeXDownload |
| 88 | Multi-label Multiple Kernel Learning. Shuiwang Ji, Liang Sun, Rong Jin, Jieping Ye. NIPS 2008, 777-784. Web SearchBibTeXDownload |
| 87 | Ranking refinement and its application to information retrieval. Rong Jin, Hamed Valizadegan, Hang Li. WWW 2008, 397-406. Web SearchBibTeXDownload |
| 2007 |
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| 86 | Active Algorithm Selection. Feilong Chen, Rong Jin. AAAI 2007, 534-539. Web SearchBibTeXDownload |
| 85 | Semi-Supervised Learning by Mixed Label Propagation. Wei Tong, Rong Jin. AAAI 2007, 651-656. Web SearchBibTeXDownload |
| 84 | Automated Vocabulary Acquisition and Interpretation in Multimodal Conversational Systems. Yi Liu, Joyce Yue Chai, Rong Jin. ACL 2007. Web SearchBibTeXDownload |
| 83 | An empirical investigation of user term feedback in text-based targeted image search. Joyce Y. Chai, Chen Zhang, Rong Jin. ACM Trans. Inf. Syst. (25) (2007). Web SearchBibTeXDownload |
| 82 | Discriminative Cluster Refinement: Improving Object Category Recognition Given Limited Training Data. Liu Yang, Rong Jin, Caroline Pantofaru, Rahul Sukthankar. CVPR 2007. Web SearchBibTeXDownload |
| 81 | Semi-supervised Collaborative Text Classification. Rong Jin, Ming Wu, Rahul Sukthankar. ECML 2007, 600-607. Web SearchBibTeXDownload |
| 80 | Learning nonparametric kernel matrices from pairwise constraints. Steven C. H. Hoi, Rong Jin, Michael R. Lyu. ICML 2007, 361-368. Web SearchBibTeXDownload |
| 79 | Design and Implementation of an Open Programmable Router Compliant to IETF ForCES Specifications. Weiming Wang, Ligang Dong, Bin Zhuge, Ming Gao, Fenggen Jia, Rong Jin, Jin Yu, Xiaochun Wu. ICN 2007, 82. Web SearchBibTeXDownload |
| 78 | BoostCluster: boosting clustering by pairwise constraints. Yi Liu, Rong Jin, Anil K. Jain. KDD 2007, 450-459. Web SearchBibTeXDownload |
| 77 | A learning framework using Green's function and kernel regularization with application to recommender system. Chris H. Q. Ding, Rong Jin, Tao Li, Horst D. Simon. KDD 2007, 260-269. Web SearchBibTeXDownload |
| 76 | Multi-Class Learning by Smoothed Boosting. Rong Jin, Jian Zhang. Machine Learning (67): 207-227 (2007). Web SearchBibTeXDownload |
| 75 | Identifying neuronal assemblies with local and global connectivity with scale space spectral clustering. Karim G. Oweiss, Rong Jin, Yasir Suhail. Neurocomputing (70): 1728-1734 (2007). Web SearchBibTeXDownload |
| 74 | Efficient Convex Relaxation for Transductive Support Vector Machine. Zenglin Xu, Rong Jin, Jianke Zhu, Irwin King, Michael R. Lyu. NIPS 2007. Web SearchBibTeXDownload |
| 73 | Tattoo-ID: Automatic Tattoo Image Retrieval for Suspect and Victim Identification. Anil K. Jain, Jung-Eun Lee, Rong Jin. PCM 2007, 256-265. Web SearchBibTeXDownload |
| 72 | Similarity Beyond Distance Measurement. Feng Kang, Rong Jin, Steven C. H. Hoi. RIAO 2007. Web SearchBibTeX |
| 71 | Localized Support Vector Machine and Its Efficient Algorithm. Haibin Cheng, Pang-Ning Tan, Rong Jin. SDM 2007. Web SearchBibTeXDownload |
| 70 | Michigan State University at the 2007 TREC ciQA Task. Chen Zhang, Matthew Gerber, Tyler Baldwin, Steve Emelander, Joyce Yue Chai, Rong Jin. TREC 2007. Web SearchBibTeXDownload |
| 69 | Bayesian Active Distance Metric Learning. Liu Yang, Rong Jin, Rahul Sukthankar. UAI 2007, 442-449. Web SearchBibTeXDownload |
| 2006 |
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| 68 | An Efficient Algorithm for Local Distance Metric Learning. Liu Yang, Rong Jin, Rahul Sukthankar, Yi Liu. AAAI 2006, 543-548. Web SearchBibTeXDownload |
| 67 | Semi-supervised Multi-label Learning by Constrained Non-negative Matrix Factorization. Yi Liu, Rong Jin, Liu Yang. AAAI 2006, 421-426. Web SearchBibTeXDownload |
| 66 | A statistical framework for query translation disambiguation. Yi Liu, Rong Jin, Joyce Y. Chai. ACM Trans. Asian Lang. Inf. Process. (5): 360-387 (2006). Web SearchBibTeXDownload |
| 65 | Correlated Label Propagation with Application to Multi-label Learning. Feng Kang, Rong Jin, Rahul Sukthankar. CVPR (2) 2006, 1719-1726. Web SearchBibTeXDownload |
| 64 | Batch 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 |
| 63 | A 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 |
| 62 | A study of mixture models for collaborative filtering. Rong Jin, Luo Si, Chengxiang Zhai. Inf. Retr. (9): 357-382 (2006). Web SearchBibTeXDownload |
| 61 | Collaborative 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 |
| 60 | Generalized Maximum Margin Clustering and Unsupervised Kernel Learning. Hamed Valizadegan, Rong Jin. NIPS 2006, 1417-1424. Web SearchBibTeXDownload |
| 59 | A graph-based framework for relation propagation and its application to multi-label learning. Ming Wu, Rong Jin. SIGIR 2006, 717-718. Web SearchBibTeXDownload |
| 58 | Large-scale text categorization by batch mode active learning. Steven C. H. Hoi, Rong Jin, Michael R. Lyu. WWW 2006, 633-642. Web SearchBibTeXDownload |
| 2005 |
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| 57 | Query Translation Disambiguation as Graph Partitioning. Yi Liu, Rong Jin. AAAI 2005, 1424-1429. Web SearchBibTeXDownload |
| 56 | Sensor Localization in an Obstructed Environment. Wang Chen, Xiao Li, Rong Jin. DCOSS 2005, 49-62. Web SearchBibTeXDownload |
| 55 | Integrating 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 |
| 54 | Learn to weight terms in information retrieval using category information. Rong Jin, Joyce Y. Chai, Luo Si. ICML 2005, 353-360. Web SearchBibTeXDownload |
| 53 | A smoothed boosting algorithm using probabilistic output codes. Rong Jin, Jian Zhang. ICML 2005, 361-368. Web SearchBibTeXDownload |
| 52 | Learning with Labeled Sessions. Rong Jin, Huan Liu. IJCAI 2005, 740-745. Web SearchBibTeXDownload |
| 51 | A Novel Approach to Model Generation for Heterogeneous Data Classification. Rong Jin, Huan Liu. IJCAI 2005, 746-751. Web SearchBibTeXDownload |
| 50 | Linguistic theories in efficient multimodal reference resolution: an empirical investigation. Joyce Y. Chai, Zahar Prasov, Joseph Blaim, Rong Jin. IUI 2005, 43-50. Web SearchBibTeXDownload |
| 49 | A Probabilistic Approach for Optimizing Spectral Clustering. Rong Jin, Chris H. Q. Ding, Feng Kang. NIPS 2005. Web SearchBibTeXDownload |
| 48 | A Framework for Incorporating Class Priors into Discriminative Classification. Rong Jin, Yi Liu. PAKDD 2005, 568-577. Web SearchBibTeXDownload |
| 47 | Adjusting Mixture Weights of Gaussian Mixture Model via Regularized Probabilistic Latent Semantic Analysis. Luo Si, Rong Jin. PAKDD 2005, 622-631. Web SearchBibTeXDownload |
| 46 | Symmetric Statistical Translation Models for Automatic Image Annotation. Feng Kang, Rong Jin. SDM 2005. Web SearchBibTeX |
| 45 | A maximum coherence model for dictionary-based cross-language information retrieval. Yi Liu, Rong Jin, Joyce Y. Chai. SIGIR 2005, 536-543. Web SearchBibTeXDownload |
| 44 | Study of cross lingual information retrieval using on-line translation systems. Rong Jin, Joyce Y. Chai. SIGIR 2005, 619-620. Web SearchBibTeXDownload |
| 43 | User term feedback in interactive text-based image retrieval. Chen Zhang, Joyce Y. Chai, Rong Jin. SIGIR 2005, 51-58. Web SearchBibTeXDownload |
| 2004 |
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| 42 | Effective automatic image annotation via a coherent language model and active learning. Rong Jin, Joyce Y. Chai, Luo Si. ACM Multimedia 2004, 892-899. Web SearchBibTeXDownload |
| 41 | Regularizing translation models for better automatic image annotation. Feng Kang, Rong Jin, Joyce Y. Chai. CIKM 2004, 350-359. Web SearchBibTeXDownload |
| 40 | Unified filtering by combining collaborative filtering and content-based filtering via mixture model and exponential model. Luo Si, Rong Jin. CIKM 2004, 156-157. Web SearchBibTeXDownload |
| 39 | MSU at ImageCLEF: Cross Language and Interactive Image Retrieval. Vineet Bansal, Chen Zhang, Joyce Y. Chai, Rong Jin. CLEF 2004, 805-815. Web SearchBibTeXDownload |
| 38 | SWITCH: A Novel Approach to Ensemble Learning for Heterogeneous Data. Rong Jin, Huan Liu. ECML 2004, 560-562. Web SearchBibTeXDownload |
| 37 | Robust feature induction for support vector machines. Rong Jin, Huan Liu. ICML 2004. Web SearchBibTeXDownload |
| 36 | Ordering patterns by combining opinions from multiple sources. Pang-Ning Tan, Rong Jin. KDD 2004, 695-700. Web SearchBibTeXDownload |
| 35 | A study of methods for normalizing user ratings in collaborative filtering. Rong Jin, Luo Si. SIGIR 2004, 568-569. Web SearchBibTeXDownload |
| 34 | An automatic weighting scheme for collaborative filtering. Rong Jin, Joyce Y. Chai, Luo Si. SIGIR 2004, 337-344. Web SearchBibTeXDownload |
| 33 | A Bayesian Approach toward Active Learning for Collaborative Filtering. Rong Jin, Luo Si. UAI 2004, 278-285. Web SearchBibTeXDownload |
| 2003 |
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| 32 | Negative pseudo-relevance feedback in content-based video retrieval. Rong Yan, Alexander G. Hauptmann, Rong Jin. ACM Multimedia 2003, 343-346. Web SearchBibTeXDownload |
| 31 | Collaborative filtering with decoupled models for preferences and ratings. Rong Jin, Luo Si, ChengXiang Zhai, James P. Callan. CIKM 2003, 309-316. Web SearchBibTeXDownload |
| 30 | Multimedia Search with Pseudo-relevance Feedback. Rong Yan, Alexander G. Hauptmann, Rong Jin. CIVR 2003, 238-247. Web SearchBibTeXDownload |
| 29 | Information retrieval for OCR documents: a content-based probabilistic correction model. Rong Jin, ChengXiang Zhai, Alexander G. Hauptmann. DRR 2003, 128-135. Web SearchBibTeXDownload |
| 28 | A New Pairwise Ensemble Approach for Text Classification. Yan Liu, Jaime G. Carbonell, Rong Jin. ECML 2003, 277-288. Web SearchBibTeXDownload |
| 27 | Learning to identify video shots with people based on face detection. Rong Jin, Alexander G. Hauptmann. ICME 2003, 293-296. Web SearchBibTeXDownload |
| 26 | A Faster Iterative Scaling Algorithm for Conditional Exponential Model. Rong Jin, Rong Yan, Jian Zhang, Alexander G. Hauptmann. ICML 2003, 282-289. Web SearchBibTeXDownload |
| 25 | Modified Logistic Regression: An Approximation to SVM and Its Applications in Large-Scale Text Categorization. Jian Zhang, Rong Jin, Yiming Yang, Alexander G. Hauptmann. ICML 2003, 888-895. Web SearchBibTeXDownload |
| 24 | Flexible Mixture Model for Collaborative Filtering. Luo Si, Rong Jin. ICML 2003, 704-711. Web SearchBibTeXDownload |
| 23 | Statistical approaches toward automatic title generation. Rong Jin. SIGIR Forum (37): 79 (2003). Web SearchBibTeXDownload |
| 22 | Video retrieval using speech and image information. Alexander G. Hauptmann, Rong Jin, Tobun Dorbin Ng. Storage and Retrieval for Media Databases 2003, 148-159. Web SearchBibTeXDownload |
| 21 | Preference-based Graphic Models for Collaborative Filtering. Rong Jin, Luo Si, ChengXiang Zhai. UAI 2003, 329-336. Web SearchBibTeXDownload |
| 20 | Web Image Retrieval Re-Ranking with Relevance Model. Wei-Hao Lin, Rong Jin, Alexander G. Hauptmann. Web Intelligence 2003, 242-248. Web SearchBibTeXDownload |
| 2002 |
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| 19 | A language modeling framework for resource selection and results merging. Luo Si, Rong Jin, James P. Callan, Paul Ogilvie. CIKM 2002, 391-397. Web SearchBibTeXDownload |
| 18 | A New Probabilistic Model for Title Generation. Rong Jin, Alexander G. Hauptmann. COLING 2002. Web SearchBibTeXDownload |
| 17 | Using a probabilistic source model for comparing images. Rong Jin, Alexander G. Hauptmann. ICIP (3) 2002, 941-944. Web SearchBibTeXDownload |
| 16 | A Probabilistic Model for Camera Zoom Detection. Rong Jin, Yanjun Qi, Alexander G. Hauptmann. ICPR (3) 2002, 859-862. Web SearchBibTeXDownload |
| 15 | Multi-modal information retrieval from broadcast video using OCR and speech recognition. Alexander G. Hauptmann, Rong Jin, Tobun D. Ng. JCDL 2002, 160-161. Web SearchBibTeXDownload |
| 14 | Meta-Classification of Multimedia Classifiers. Wei-Hao Lin, Rong Jin, Alexander G. Hauptmann. KDMCD 2002, 21-27. Web SearchBibTeX |
| 13 | Learning with Multiple Labels. Rong Jin, Zoubin Ghahramani. NIPS 2002, 897-904. Web SearchBibTeXDownload |
| 12 | Language model for IR using collection information. Rong Jin, Luo Si, Alexander G. Hauptmann, James P. Callan. SIGIR 2002, 419-420. Web SearchBibTeXDownload |
| 11 | Title language model for information retrieval. Rong Jin, Alexander G. Hauptmann, ChengXiang Zhai. SIGIR 2002, 42-48. Web SearchBibTeXDownload |
| 10 | Video Classification and Retrieval with the Informedia Digital Video Library System. Alexander G. Hauptmann, Rong Yan, Yanjun Qi, Rong Jin, Michael G. Christel, Mark Derthick, Ming-yu Chen, Robert V. Baron, Wei-Hao Lin, Tobun D. Ng. TREC 2002. Web SearchBibTeXDownload |
| 2001 |
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| 9 | Title Generation Using a Training Corpus. Rong Jin, Alexander G. Hauptmann. CICLing 2001, 208-215. Web SearchBibTeXDownload |
| 8 | Learning to Select Good Title Words: An New Approach based on Reverse Information Retrieval. Rong Jin, Alexander G. Hauptmann. ICML 2001, 242-249. Web SearchBibTeX |
| 7 | Title Generation for Machine-Translated Documents. Rong Jin, Alexander G. Hauptmann. IJCAI 2001, 1229-1234. Web SearchBibTeX |
| 6 | Probabilistic Combination of Content and Links. Susan T. Dumais, Rong Jin. SIGIR 2001, 402-403. Web SearchBibTeXDownload |
| 5 | Meta-scoring: Automatically Evaluating Term Weighting Schemes in IR without Precision-Recall. Rong Jin, Christos Falusos, Alexander G. Hauptmann. SIGIR 2001, 83-89. Web SearchBibTeXDownload |
| 4 | Video Retrieval with the Informedia Digital Video Library System. Alexander G. Hauptmann, Rong Jin, Norman Papernick, Tobun Dorbin Ng, Yanjun Qi, Ricky Houghton, Sue Thornton. TREC 2001. Web SearchBibTeXDownload |
| 2000 |
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| 3 | Data Analysis for a Multimedia Library. Alexander G. Hauptmann, Rong Jin, Howard D. Wactlar. ELSNET Summer School 2000, 6-37. Web SearchBibTeXDownload |
| 2 | Title generation for spoken broadcast news using a training corpus. Rong Jin, Alexander G. Hauptmann. INTERSPEECH 2000, 680-683. Web SearchBibTeXDownload |
| 1999 |
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| 1 | CMU Spoken Document Retrieval in Trec-8: Analysis of the role of Term Frequency TF. M. Siegler, Rong Jin, Alexander G. Hauptmann. TREC 1999. Web SearchBibTeXDownload |
