NOAH'S ARK LAB

- From Big Data To Deep Knowledge ™

Publications


Year 2014
Modeling Social Role-Aware Information Diffusion
Yang Yang, Jie Tang, Cane Wing-ki Leung, Yizhou Sun, Qicong Chen, Juanzi Li, Qiang Yang
Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)
Design and Implementation of a Real-Time Interactive Analytics System for Large Spatio-Temporal Data
Shiming Zhang, Yin Yang, Wei Fan, Marianne Winslett
The 40th International Conference on Very Large Data Bases
OceanRT: Real-Time Analytics over Large Temporal Data
Shiming Zhang, Yin Yang, Wei Fan, Liang Lan, Mingxuan Yuan
The 2014 ACM SIGMOD Conference
Friendship Prediction in Composite Social Networks
ErHeng Zhong, Evan Wei Xiang, Wei Fan, Nathan Nan Liu, Qiang Yang
Computing Research Repository (CoRR), abs/1402.4033
User behavior learning and transfer in composite social networks
ErHeng Zhong, Wei Fan, Qiang Yang
The Transactions on Knowledge Discovery from Data (TKDD), TKDD 8(1): 6
Role-aware Conformity Modeling and Analysis in Social Networks
Jin Zhang, Jie Tang, Honglei Zhuang, Cane Wing-Ki Leung, Juanzi Li
The Twenty-Eighth AAAI Conference (AAAI-14)
Share your View: Impact of Co-Navigation Support and Status Composition in Collaborative Online Shopping
Yue, Y., Ma, X. and Jiang, Z.
the ACM Conference on Human Factors in Computing Systems (CHI)
Food Messaging: Using Edible Medium for Social Messaging
Jun Wei,Xiaojuan Ma,and Shengdong Zhao
the ACM Conference on Human Factors in Computing Systems (CHI)
Year 2013
Multilabel Consensus Classification
Sihong Xie, Xiangnan Kong, Jing Gao, Wei Fan, Philip S. Yu
The IEEE International Conference on Data Mining series (ICDM)
NIM: Scalable Distributed Stream Process System on Mobile Network Data
Lujia Pan, Jianfeng Qian, Caifeng He, Wei Fan, Cheng He, Fan Yang
Data Mining Workshops (ICDMW), 2013 IEEE 13th International Conference, pp 1101-1104
Joint Transfer and Batch-mode Active Learning
Rita Chattopadhyay, Wei Fan, Ian Davidson, Sethuraman Panchanathan, Jieping Ye
Proceedings of the 30th International Conference on Machine Learning (ICML-13), pp 253-261
Exploiting fisher and fukunaga-koontz transforms in chernoff dimensionality reduction
Jing Peng, Guna Seetharaman, Wei Fan, Aparna S. Varde
ACM Transactions on Knowledge Discovery from Data (TKDD), Volume 7 Issue 2, Article No. 8
Batch Mode Active Sampling Based on Marginal Probability Distribution Matching
Rita Chattopadhyay, Zheng Wang, Wei Fan, Ian Davidson, Sethuraman Panchanathan, Jieping Ye
KDD '12 Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining, pp 741-749
Transfer across Completely Different Feature Spaces via Spectral Embedding
Xiaoxiao Shi, Qi Liu, Wei Fan, Philip S. Yu
Knowledge and Data Engineering, IEEE Transactions, Volume:25, Issue:4, pp 906-918
Analyzing the Harmonic Structure in Graph-Based Learning
Xiao-Ming Wu, Zhenguo Li, Shih-Fu Chan
Advances in Neural Information Processing Systems 26 (NIPS 2013)
A Deep Architecture for Matching Short Texts
Zhengdong Lu, Hang Li
Advances in Neural Information Processing Systems 26 (NIPS 2013)
Learning Bilinear Model for Matching Queries and Documents
Wei Wu, Zhengdong Lu, Hang Li
The Journal of Machine Learning Research, Volume 14 Issue 1, pp 2519-2548
A vlHMM Approach to Context-Aware Search
Zhen Liao, Daxin Jiang, Jian Pei, Yalou Huang, Enhong Chen, Huanhuan Cao, Hang Li
ACM Transactions on the Web (TWEB), Volume 7 Issue 4, Article No. 22
An Introduction to String Rewriting Kernel
Fan Bu, Hang Li, Xiaoyan Zhu
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence, pp 2982-2986
Mining Search and Browse Logs for Web Search: A Survey
Daxin Jiang, Jian Pei, Hang Li
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers, Volume 4 Issue 4, Article No. 57
Artificial Intelligence on Mobile Devices: An Introduction to the Special Issue
Qiang Yang, Feng Zhao
AI Magazine, 34(2): 9-10
Feature engineering for semantic place prediction
Yin Zhu, ErHeng Zhong, Zhongqi Lu, Qiang Yang
Pervasive and Mobile Computing, 9(6): 772-783
User demographics prediction based on mobile data
ErHeng Zhong, Ben Tan, Kaixiang Mo, Qiang Yang
Pervasive and Mobile Computing, 9(6): 823-837
HapBoost: A Fast Approach to Boosting Haplotype Association Analyses in Genome-Wide Association Studies
Xiang Wan, Can Yang, Qiang Yang, Hongyu Zhao, Weichuan Yu
IEEE/ACM Trans. Comput. Biology Bioinform, 10(1): 207-212
Active Transfer Learning for Cross-System Recommendation
Lili Zhao, Sinno Jialin Pan, Evan Wei Xiang, ErHeng Zhong, Zhongqi Lu, Qiang Yang
the Association for the Advancement of Artificial Intelligence (AAAI)
Lifelong Machine Learning Systems: Beyond Learning Algorithms
Daniel L. Silver, Qiang Yang, Lianghao Li
AAAI Spring Symposium: Lifelong Machine Learning
Predicting user activity level in social networks
Yin Zhu, ErHeng Zhong, Sinno Jialin Pan, Xiao Wang, Minzhe Zhou, Qiang Yang
CIKM '13 Proceedings of the 22nd ACM international conference on Conference on information & knowledge management, 159-168
Covariate Shift in Hilbert Space: A Solution via Sorrogate Kernels
Kai Zhang, Vincent Wenchen Zheng, Qiaojun Wang, James Tin-Yau Kwok, Qiang Yang, Ivan Marsic
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 388-395
General Functional Matrix Factorization Using Gradient Boosting
Tianqi Chen, Hang Li, Qiang Yang, Yong Yu
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 436-444
Collaborative boosting for activity classification in microblogs
Yangqiu Song, Zhengdong Lu, Cane Wing-ki Leung, Qiang Yang
KDD '13 Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining, 482-490
Cross-task crowdsourcing
Kaixiang Mo, ErHeng Zhong, Qiang Yang
KDD '13 Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining, 677-685
Modeling the dynamics of composite social networks
ErHeng Zhong, Wei Fan, Yin Zhu, Qiang Yang
KDD '13 Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining, 937-945
Multi-Transfer: Transfer Learning with Multiple Views and Multiple Sources
Ben Tan, Evan Wei Xiang, Qiang Yang, ErHeng Zhong
SIAM International Conference on Data Mining (SDM), 243-251
SMART: Semi-Supervised Music Emotion Recognition with Social Tagging
Andrew Horner, Derek Hao Hu, Bin Wu, Qiang Yang, ErHeng Zhong
SIAM International Conference on Data Mining (SDM), 279-287
Selective Transfer Learning for Cross Domain Recommendation
Zhongqi Lu, Weike Pan, Evan Wei Xiang, Qiang Yang, Lili Zhao, ErHeng Zhong
SIAM International Conference on Data Mining (SDM), 641-649
Big data, lifelong machine learning and transfer learning
Qiang Yang
WSDM '13 Proceedings of the sixth ACM international conference on Web search and data mining, 505-506
Transfer learning in heterogeneous collaborative filtering domains
Weike Pan, Qiang Yang
Artif. Intell., 197: 39-55
Collaborative Boosting for Activity Classification in Microblogs
Yangqiu Song, Zhengdong Lu, Cane Wing-Ki Leung and Qiang Yang.
19th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), pp. 482-490
A Probabilistic Approach to String Transformation
Ziqi Wang, Gu Xu, Hang Li, Ming Zhang
IEEE Transactions on Knowledge and Data Engineering, PP(99):1(2013)
Regularlized Latent Semantic Indexing: A New Approach to Large Scale Topic Modeling
Quan Wang, Jun Xu, Hang Li, Nick Craswell
ACM Transactions on Information Systems, 31(1),2013
Transfer across Completely Different Feature Spaces via Spectral Embedding
Xiaoxiao Shi, Qi Liu, Wei Fan, Philip S. Yu
IEEE Transactions on Knowledge and Data Engineering, 25(4):906-918(2013)
A Graph-Based Consensus Maximization Approach for Combining Multiple Supervised and Unsupervised Models
Jing Gao, Feng Liang, Wei Fan, Yizhou Sun, Jiawei Han
IEEE Transactions on Knowledge and Data Engineering, 25(1):15-28(2013)
Query-dependent cross-domain ranking in heterogeneous network
Bo Wang, Jie Tang, Wei Fan, Songcan Chen, Chenhao Tan, Zi Yang
, 34(1):109-145(2013)
Dynamic Shaker Detection from Evolving Entities
Xiaoxiao Shi, Wei Fan, Philip Yu
2013 SIAM International Conference on Data Mining (SDM'13)
General Functional Matrix Factorization Using Gradient Boosting
Tianqi Chen, Hang Li, Qiang Yang, Yong Yu
Proceedings of 30th International Conference on Machine Learning (ICML 2013)
Learning Query and Document Similarities from Click-through Bipartite Graph with Metadata
Wei Wu, Hang Li, Jun Xu
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining (WSDM 2013)
Top-k graph pattern matching over large graphs
Jiefeng Cheng, Xianggang Zeng and Jeffrey Xu Yu
Data Engineering (ICDE), 2013 IEEE 29th International Conference on, pp.1033-1044, 08 April 12
Information-Theoretic Bounds for Performance of Resource-Constrained Communication Systems
Albert Y.S. Lam, Yanhui Geng, Victor O.K. Li
submitted to IEEE Transaction on Communications, July 2013
A Hierarchical Bayesian Approach for Aerosol Retrieval Using MISR Data
Yueqing Wang, Xin Jiang, Bin Yu, Ming Jiang
Journal of the American Statistical Association, Vol. 108, No. 502, pp. 483-493, 2013
Label Consistent K-SVD: Learning a Discriminative Dictionary for Recognition
Z. Jiang, Z. Lin, L. S. Davis
IEEE Transactions on Pattern Analysis and Machine Intelligence, 35(11):2651-2664(2013)
Submodular Salient Region Detection
Z. Jiang, L. S. Davis
Computer Vision and Pattern Recognition (CVPR), 2013 IEEE Conference on, pp. 2043-2050, 23-28 June 2013
MS-kNN: protein function prediction by integrating multiple data sources
Liang Lan, Nemanja Djuric, Yuhong Guo and Slobodan Vucetic
BMC Bioinformatics, Vol. 14 (Suppl. 3): S8, 2013
From Shortest-path to All-path: The Routing Continuum Theory and its Applications
Yanhua Li, Zhi-Li Zhang, and Daniel Boley
IEEE Transactions on Parallel and Distributed Systems (TPDS), pp.847-856, 20-24 June 2011
Trading Optimality for Scalability in Large-scale Wireless Network Opportunistic Routing
Yanhua Li, Abedelaziz Mohaisen, and Zhi-Li Zhang
Vehicular Technology, IEEE Transactions on, 62(5):2253-2263(2013)
Random Walks and Green's Function on Digraphs: A Framework for Estimating Wireless Transmission Costs
Yanhua Li, Zhi-Li Zhang
Networking, IEEE/ACM Transactions on, 21(1):135-148(2013)
Coordinating In-Network Caching in Content-Centric Networks: Model and Analysis
Yanhua Li, Haiyong Xie, Yonggang Wen, and Zhi-Li Zhang
The 33rd International Conference on Distributed Computing Systems (ICDCS), July 8-11, 2013
Reduced-Reference Image Quality Assessment in Reorganized DCT Domain
Lin Ma, Songnan Li, and King N. Ngan
Signal Processing: Image Communication, Special Issue on Biologically Inspired Approaches for Visual Information Processing and Analysis, 28(8):884-902(2013)
Distributed Low-rank Subspace Segmentation
Ameet Talwalkar, Lester Mackey, Yadong Mu, Shih-Fu Chang, Michael I. Jordan
International Conference on Computer Vision (ICCV)
Video De-fencing
Yadong Mu, Wei Liu, Shuicheng Yan
Circuits and Systems for Video Technology, IEEE Transactions on, PP(99),2013
Regularized Latent Semantic Indexing: A New Approach to Large-Scale Topic Modeling
Quan Wang, Jun Xu, Hang Li, and Nick Craswellm
ACM Transactions on Information Systems (TOIS), 31(1), Article No. 5, 2013
Protecting Sensitive Labels in Social Network Data Anonymization
Mingxuan Yuan, Lei Chen, Philip S. Yu, Ting Yu
Knowledge and Data Engineering, IEEE Transactions on, 25(3):633-647(2013)
Spatial inverse query processing
Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Shiming Zhang, Andreas Züfle
Geoinformatica, 17(3):449-487(2013)
Durable Queries over Historical Time Series Data
Hao Wang, Yilun Cai, Yin Yang, S.M. Zhang, Nikos Mamoulis
Knowledge and Data Engineering, IEEE Transactions on, PP(99),2013
Learning Topic Models by Belief Propagation
Jia Zeng, William Kwok-Wai Cheung and Jiming Liu
IEEE Transactions on Pattern Analysis and Machine Intelligence, 35(5):1121-1134(2013)
Inferring evolution of gene duplicates using probabilistic models and nonparametric belief propagation
Jia Zeng, Sridhar Hannenhalli
The Eleventh Asia Pacific Bioinformatics Conference (APBC 2013): Genomics, 14 (Suppl 1):S15
Efficient Semisupervised MEDLINE Document Clustering With MeSH-Semantic and Global-Content Constraints
Jun Gu, Wei Feng, Jia Zeng, Hiroshi Mamitsuka and Shanfeng Zhu
Cybernetics, IEEE Transactions on, 43(4):1265-1276(2013)
Active hashing and its application to image and text retrieval
Yi Zhen, Dit-Yan Yeung
Data Mining and Knowledge Discovery, 26(2):255-274(2013)
Year 2012
A Kernel Approach to Multitask Learning with Task-specific Kernels
Wei Wu, Hang Li, Yunhua Hu, Rong Jin
Journal of Computer Science and Technology, Volume 27, Issue 6, pp 1289-1301
Mining Query Subtopics from Search Log Data
Yunhua Hu, Yanan Qian, Hang Li, Daxin Jiang, Jian Pei
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval, pp 305-314
Estimating Local Information Trustworthiness via Multi-source Joint Matrix Factorization
Liang Ge, Jing Gao, Xiao Yu, Wei Fan, Aidong Zhang
2012 IEEE International Conference on Data Mining (ICDM 2012), pp.876-881
A General Framework to Encode Heterogeneous Information Sources for Contextual Pattern Mining
W. Dong, W. Fan, L. Shi, C. Zhou, and X. Yan
(CIKM '12) Proceedings of the 21st ACM international conference on Information and knowledge management, pp.65-74
Characterization of 3G Control-plane Signaling Overhead from a Data-plane Perspective
Li Qian, Edmond W. W. Chan, Patrick P. C. Lee, and Cheng He
(MSWiM '12) Proceedings of the 15th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems, pp.325-332
SMS Spam Detection Using Non-Content Features
Qian Xu, Evan Xiang, Jiachun Du, Jieping Zhong, and Qiang Yang
IEEE Intelligent Systems, 27(6):44-51(2012)
Evaluating Probabilistic Queries over Uncertain Matching
Jim Gong, Reynold Cheng, David W. Cheung and Jiefeng Cheng
Data Engineering (ICDE), 2012 IEEE 28th International Conference on, pp.1096 - 1107, 1-5 April 2012
Finding Alternative Shortest Paths in Spatial Networks
Kexin Xie, Ke Deng, Shuo Shang and Xiaofang Zhou
ACM Transactions on Database Systems (TODS), 37(4), Dec 2012, Article No. 29
On Group Nearest Group Query Processing
Ke Deng, Shazia Sadiq, Xiaofang Zhou, Hu Xu, Gabriel Pui Cheong Fung, and Yansheng Lu
IEEE Transaction on Knowledge and Data Engineering (TKDE), pp. 295-308, 24(2):295-308, 2012
War Versus Inspirational in Forrest Gump: Cultural Effects in Tagging Communities
Zhenhua Dong, Chuan Shi, Shilad Sen, Loren Terveen, John Riedl
AAAI Publications, Sixth International AAAI Conference on Weblogs and Social Media, ICWSM 2012: 82-89
In Search of the Ur-Wikipedia: Universality, Similarity, and Translation in the Wikipedia Inter-language Link Network
Morten Warncke-Wang, Anuradha Uduwage, Zhenhua Dong, Riedl
WikiSym '12 Proceedings of the Eighth Annual International Symposium on Wikis and Open Collaboration, Article No. 20
Experimental analysis on cross domain preferences association and rating prediction
Zhenhua Dong, Qian Zhao
CDKD '12 Proceedings of the 1st International Workshop on Cross Domain Knowledge Discovery in Web and Social Network Mining, pp. 26-31
A Panoramic View of 3G Data/Control-Plane Traffic: Mobile Device Perspective
Xiuqiang He, Patrick P. C. Lee, Lujia Pan, Cheng He, John C. S. Lui
11th International IFIP TC 6 Networking Conference, Prague, Czech Republic, pp. 318-330, May 21-25, 2012
Recognizing Human Actions by Learning and Matching Shape-Motion Prototype Trees
Z. Jiang, Z. Lin, L. S. Davis
Pattern Analysis and Machine Intelligence, IEEE Transactions on, pp. 533-547, 34(3), Mar 2012
Submodular dictionary learning for sparse coding
Z. Jiang, G. Zhang, L. S. Davis
CVPR '12 Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 3418-3425
Inductive Kernel Low-rank Decomposition with Priors: A Generalized Nystrom Method
Kai Zhang, Liang Lan, Jun Liu, Andreas Rauber and Fabian Moerchen
Proceedings of the 29th International Conference on Machine Learning (ICML-12), pp. 305-312
Scaling up Kernel SVM on Limited Resources: A Low-rank Linearization Approach
Kai Zhang, Liang Lan, Zhuang Wang and Fabian Moerchen
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), JMLR W&CP 22: 1425-1434, 2012
Regularized Mapping to Latent Structures and Its Application to Web Search
Wei Wu, Zhengdong Lv, and Hang Li
Microsoft Research, TechReport, May 2012, MSR-TR-2012-54
Processing aggregated data: the location of clusters in health data
Kevin Buchin, Maike Buchin, Marc van Kreveld, Maarten Löffler, Jun Luo, Rodrigo I. Silveira
Geoinformatica, 16(3):497-521(2012)
Image Retargeting Quality Assessment: A Study of Subjective Scores and Objective Metrics
Lin Ma, Weisi Lin, Chenwei Deng, and King N. Ngan
IEEE Journal of Selected Topics in Signal Processing, Special Issue on New Subjective and Objective Methodologies for Audio and Visual Signal Processing, 6(6):626-639(2012)
Reduced-Reference Video Quality Assessment of Compressed Video Sequences
Lin Ma, Songnan Li, and King N. Ngan
Circuits and Systems for Video Technology, IEEE Transactions on, 22(10):1441-1456(2012)
Guidelines for Depicting Emotions in Storyboard Scenarios
Xiaojuan Ma, Jodi Forlizzi, Steven Dow
Proceedings of 8th International Design and Emotion Conference London 2012, Central Saint Martins College of Art & Design, 11-14 Sep 2012
Rethinking WordNet's Domains
X. Ma, and C. Fellbaum
GWC '12 6th International Global Wordnet Conference, pp. 173-180
Accelerated large scale optimization by concomitant hashing
Yadong Mu, John Wright, Shih-Fu Chang
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I, pp. 414-427
Comparison of Evolutionary and Rule-Based Strategies for Electromagnetic Device Optimization
J. Ouyang and D. A. Lowther
Magnetics, IEEE Transactions on, 48(2):371-374(2012)
Mining Competitive Relationships by Learning across Heterogeneous Networks
Yang Yang, Jie Tang, Jacklyne Keomany, Yanting Zhao, Juanzi Li, Ying Ding, Tian Li and Liangwei Wang
CIKM '12 Proceedings of the 21st ACM international conference on Information and knowledge management, pp. 1432-1441
Latent Community Discovery with Network Regularization for Core Actors Clustering
Guangxu Xun, Yujiu Yang, Liangwei Wang, Wenhuang Liu
COLING 2012, 24th International Conference on Computational Linguistics, Proceedings of the Conference, pp. 1351-1360
Group matrix factorization for scalable topic modeling
Quan Wang, Zheng Cao, Jun Xu, and Hang Li
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval, pp. 375-384, 2012
Semi-Edge Anonymity: Graph Publication when the Protection Algorithm Is Available
Mingxuan Yuan, Lei Chen
DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part I, pp. 367-381
A Topic Modeling Toolbox Using Belief Propagation
Jia Zeng
Journal of Machine Learning Research, 13:2233-2236
Co-Regularized Hashing for Multimodal Data
Yi Zhen and Dit-yan Yeung
Advances in Neural Information Processing Systems 25, pp. 1385-1393
A probabilistic model for multimodal hash function learning
Yi Zhen and Dit-Yan Yeung
KDD '12 Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 940-948



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