2013
68Large Graph Analysis in the GMine System. José Fernando Rodrigues Jr., Hanghang Tong, Jia-Yu Pan, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos. IEEE Trans. Knowl. Data Eng. (25): 106-118 (2013). Web SearchBibTeXDownload
67Semi-supervised learning with nuclear norm regularization. Fanhua Shang, L. C. Jiao, Yuanyuan Liu, Hanghang Tong. Pattern Recognition (46): 2323-2336 (2013). Web SearchBibTeXDownload
66MATRI: a multi-aspect and transitive trust inference model. Yuan Yao, Hanghang Tong, Xifeng Yan, Feng Xu, Jian Lu. WWW 2013, 1467-1476. Web SearchBibTeXDownload
2012
65Subgraph Extraction for Trust Inference in Social Networks. Yuan Yao, Hanghang Tong, Feng Xu, Jian Lu. ASONAM 2012, 163-170. Web SearchBibTeXDownload
64Interactively and Visually Exploring Tours of Marked Nodes in Large Graphs. Duen Horng Chau, Leman Akoglu, Jilles Vreeken, Hanghang Tong, Christos Faloutsos. ASONAM 2012, 696-698. Web SearchBibTeXDownload
63Gelling, and melting, large graphs by edge manipulation. Hanghang Tong, B. Aditya Prakash, Tina Eliassi-Rad, Michalis Faloutsos, Christos Faloutsos. CIKM 2012, 245-254. Web SearchBibTeXDownload
62Fast and reliable anomaly detection in categorical data. Leman Akoglu, Hanghang Tong, Jilles Vreeken, Christos Faloutsos. CIKM 2012, 415-424. Web SearchBibTeXDownload
61MaTrust: An Effective Multi-Aspect Trust Inference Model. Yuan Yao, Hanghang Tong, Xifeng Yan, Feng Xu, Jian Lu. CoRR (abs/1211.2041) (2012). Web SearchBibTeXDownload
60Guest editorial: special issue on data mining technologies for computational social science. Fei Wang, Hanghang Tong, Philip S. Yu, Charu C. Aggarwal. Data Min. Knowl. Discov. (25): 415-419 (2012). Web SearchBibTeXDownload
59Which Topic Will You Follow?. Deqing Yang, Yanghua Xiao, Bo Xu, Hanghang Tong, Wei Wang, Sheng Huang. ECML/PKDD (2) 2012, 597-612. Web SearchBibTeXDownload
58An effective framework for characterizing rare categories. Jingrui He, Hanghang Tong, Jaime G. Carbonell. Frontiers of Computer Science (6): 154-165 (2012). Web SearchBibTeXDownload
57Overlapping Clustering with Sparseness Constraints. Haibing Lu, Yuan Hong, W. Nick Street, Fei Wang, Hanghang Tong. ICDM Workshops 2012, 486-494. Web SearchBibTeXDownload
56Gateway finder in large graphs: problem definitions and fast solutions. Hanghang Tong, Spiros Papadimitriou, Christos Faloutsos, Philip S. Yu, Tina Eliassi-Rad. Inf. Retr. (15): 391-411 (2012). Web SearchBibTeXDownload
55RolX: structural role extraction & mining in large graphs. Keith Henderson, Brian Gallagher, Tina Eliassi-Rad, Hanghang Tong, Sugato Basu, Leman Akoglu, Danai Koutra, Christos Faloutsos, Lei Li. KDD 2012, 1231-1239. Web SearchBibTeXDownload
54TourViz: interactive visualization of connection pathways in large graphs. Duen Horng Chau, Leman Akoglu, Jilles Vreeken, Hanghang Tong, Christos Faloutsos. KDD 2012, 1516-1519. Web SearchBibTeXDownload
53SympGraph: a framework for mining clinical notes through symptom relation graphs. Parikshit Sondhi, Jimeng Sun, Hanghang Tong, ChengXiang Zhai. KDD 2012, 1167-1175. Web SearchBibTeXDownload
52GenDeR: A Generic Diversified Ranking Algorithm. Jingrui He, Hanghang Tong, Qiaozhu Mei, Boleslaw K. Szymanski. NIPS 2012, 1151-1159. Web SearchBibTeXDownload
51Social Network Analysis in Enterprise. Ching-Yung Lin, Lynn Wu, Zhen Wen, Hanghang Tong, Vicky Griffiths-Fisher, Lei Shi, David Lubensky. Proceedings of the IEEE (100): 2759-2776 (2012). Web SearchBibTeXDownload
50PICS: Parameter-free Identification of Cohesive Subgroups in Large Attributed Graphs. Leman Akoglu, Hanghang Tong, Brendan Meeder, Christos Faloutsos. SDM 2012, 439-450. Web SearchBibTeXDownload
49Fast Random Walk Graph Kernel. U. Kang, Hanghang Tong, Jimeng Sun. SDM 2012, 828-838. Web SearchBibTeXDownload
48Non-negative residual matrix factorization: problem definition, fast solutions, and applications. Hanghang Tong, Ching-Yung Lin. Statistical Analysis and Data Mining (5): 3-15 (2012). Web SearchBibTeXDownload
47gbase: an efficient analysis platform for large graphs. U. Kang, Hanghang Tong, Jimeng Sun, Ching-Yung Lin, Christos Faloutsos. VLDB J. (21): 637-650 (2012). Web SearchBibTeXDownload
2011
46Towards Evolutionary Nonnegative Matrix Factorization. Fei Wang, Hanghang Tong, Ching-Yung Lin. AAAI 2011. Web SearchBibTeXDownload
45It's who you know: graph mining using recursive structural features. Keith Henderson, Brian Gallagher, Lei Li, Leman Akoglu, Tina Eliassi-Rad, Hanghang Tong, Christos Faloutsos. KDD 2011, 663-671. Web SearchBibTeXDownload
44Diversified ranking on large graphs: an optimization viewpoint. Hanghang Tong, Jingrui He, Zhen Wen, Ravi Konuru, Ching-Yung Lin. KDD 2011, 1028-1036. Web SearchBibTeXDownload
43GBASE: a scalable and general graph management system. U. Kang, Hanghang Tong, Jimeng Sun, Ching-Yung Lin, Christos Faloutsos. KDD 2011, 1091-1099. Web SearchBibTeXDownload
42Epidemic Spread in Mobile Ad Hoc Networks: Determining the Tipping Point. Nicholas Valler, B. Aditya Prakash, Hanghang Tong, Michalis Faloutsos, Christos Faloutsos. Networking (1) 2011, 266-280. Web SearchBibTeXDownload
41Centralities in Large Networks: Algorithms and Observations. U. Kang, Spiros Papadimitriou, Jimeng Sun, Hanghang Tong. SDM 2011, 119-130. Web SearchBibTeXDownload
40Non-Negative Residual Matrix Factorization with Application to Graph Anomaly Detection. Hanghang Tong, Ching-Yung Lin. SDM 2011, 143-153. Web SearchBibTeXDownload
39Recommending People in Developers' Collaboration Network. Didi Surian, Nian Liu, David Lo, Hanghang Tong, Ee-Peng Lim, Christos Faloutsos. WCRE 2011, 379-388. Web SearchBibTeXDownload
38Information spreading in context. Dashun Wang, Zhen Wen, Hanghang Tong, Ching-Yung Lin, Chaoming Song, Albert-László Barabási. WWW 2011, 735-744. Web SearchBibTeXDownload
2010
37Virus Propagation on Time-Varying Networks: Theory and Immunization Algorithms. B. Aditya Prakash, Hanghang Tong, Nicholas Valler, Michalis Faloutsos, Christos Faloutsos. ECML/PKDD (3) 2010, 99-114. Web SearchBibTeXDownload
36Rare Category Characterization. Jingrui He, Hanghang Tong, Jaime G. Carbonell. ICDM 2010, 226-235. Web SearchBibTeXDownload
35On the Vulnerability of Large Graphs. Hanghang Tong, B. Aditya Prakash, Charalampos E. Tsourakakis, Tina Eliassi-Rad, Christos Faloutsos, Duen Horng Chau. ICDM 2010, 1091-1096. Web SearchBibTeXDownload
34Metric forensics: a multi-level approach for mining volatile graphs. Keith Henderson, Tina Eliassi-Rad, Christos Faloutsos, Leman Akoglu, Lei Li, Koji Maruhashi, B. Aditya Prakash, Hanghang Tong. KDD 2010, 163-172. Web SearchBibTeXDownload
33BASSET: Scalable Gateway Finder in Large Graphs. Hanghang Tong, Spiros Papadimitriou, Christos Faloutsos, Philip S. Yu, Tina Eliassi-Rad. PAKDD (2) 2010, 449-463. Web SearchBibTeXDownload
2009
32iPoG: fast interactive proximity querying on graphs. Hanghang Tong, Huiming Qu, Hani Jamjoom, Christos Faloutsos. CIKM 2009, 1673-1676. Cited by 1Web SearchBibTeXDownload
31Direction-Aware Proximity on Graphs. Hanghang Tong, Yehuda Koren, Christos Faloutsos. Encyclopedia of Data Warehousing and Mining 2009, 646-653. Web SearchBibTeXDownload
30TANGENT: a novel, 'Surprise me', recommendation algorithm. Kensuke Onuma, Hanghang Tong, Christos Faloutsos. KDD 2009, 657-666. Cited by 1Web SearchBibTeXDownload
2008
29Fast mining of complex time-stamped events. Hanghang Tong, Yasushi Sakurai, Tina Eliassi-Rad, Christos Faloutsos. CIKM 2008, 759-768. Cited by 4Web SearchBibTeXDownload
28Measuring Proximity on Graphs with Side Information. Hanghang Tong, Huiming Qu, Hani Jamjoom. ICDM 2008, 598-607. Web SearchBibTeXDownload
27GRAPHITE: A Visual Query System for Large Graphs. Duen Horng Chau, Christos Faloutsos, Hanghang Tong, Jason I. Hong, Brian Gallagher, Tina Eliassi-Rad. ICDM Workshops 2008, 963-966. Web SearchBibTeXDownload
26Colibri: fast mining of large static and dynamic graphs. Hanghang Tong, Spiros Papadimitriou, Jimeng Sun, Philip S. Yu, Christos Faloutsos. KDD 2008, 686-694. Cited by 5Web SearchBibTeXDownload
25Using ghost edges for classification in sparsely labeled networks. Brian Gallagher, Hanghang Tong, Tina Eliassi-Rad, Christos Faloutsos. KDD 2008, 256-264. Cited by 14Web SearchBibTeXDownload
24Random walk with restart: fast solutions and applications. Hanghang Tong, Christos Faloutsos, Jia-Yu Pan. Knowl. Inf. Syst. (14): 327-346 (2008). Cited by 18Web SearchBibTeXDownload
23Proximity Tracking on Time-Evolving Bipartite Graphs. Hanghang Tong, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos. SDM 2008, 704-715. Cited by 12Web SearchBibTeXDownload
22Fast Monitoring Proximity and Centrality on Time-evolving Bipartite Graphs. Hanghang Tong, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos. Statistical Analysis and Data Mining (1): 142-156 (2008). Cited by 1Web SearchBibTeXDownload
2007
21Fast direction-aware proximity for graph mining. Hanghang Tong, Christos Faloutsos, Yehuda Koren. KDD 2007, 747-756. Cited by 24Web SearchBibTeXDownload
20Fast best-effort pattern matching in large attributed graphs. Hanghang Tong, Christos Faloutsos, Brian Gallagher, Tina Eliassi-Rad. KDD 2007, 737-746. Cited by 14Web SearchBibTeXDownload
2006
19Manifold-Ranking-Based Keyword Propagation for Image Retrieval. Hanghang Tong, Jingrui He, Mingjing Li, Wei-Ying Ma, Hong-Jiang Zhang, Changshui Zhang. EURASIP J. Adv. Sig. Proc. (2006) (2006). Web SearchBibTeXDownload
18Fast Random Walk with Restart and Its Applications. Hanghang Tong, Christos Faloutsos, Jia-Yu Pan. ICDM 2006, 613-622. Cited by 57Web SearchBibTeXDownload
17Generalized Manifold-Ranking-Based Image Retrieval. Jingrui He, Mingjing Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang. IEEE Transactions on Image Processing (15): 3170-3177 (2006). Web SearchBibTeXDownload
16Center-piece subgraphs: problem definition and fast solutions. Hanghang Tong, Christos Faloutsos. KDD 2006, 404-413. Cited by 43Web SearchBibTeXDownload
15GMine: A System for Scalable, Interactive Graph Visualization and Mining. José Fernando Rodrigues Jr., Hanghang Tong, Agma J. M. Traina, Christos Faloutsos, Jure Leskovec. VLDB 2006, 1195-1198. Cited by 3Web SearchBibTeXDownload
2005
14Graph based multi-modality learning. Hanghang Tong, Jingrui He, Mingjing Li, Changshui Zhang, Wei-Ying Ma. ACM Multimedia 2005, 862-871. Web SearchBibTeXDownload
13A Unified Optimization Based Learning Method for Image Retrieval. Hanghang Tong, Jingrui He, Mingjing Li, Wei-Ying Ma, Changshui Zhang, HongJiang Zhang. CVPR (2) 2005, 230-235. Web SearchBibTeXDownload
12Anomaly Internet Network Traffic Detection by Kernel Principle Component Classifier. Hanghang Tong, Chongrong Li, Jingrui He, Jiajian Chen, Quang-Anh Tran, Hai-Xin Duan, Xing Li. ISNN (3) 2005, 476-481. Web SearchBibTeXDownload
11Internet Traffic Prediction by W-Boost: Classification and Regression. Hanghang Tong, Chongrong Li, Jingrui He, Yang Chen. ISNN (3) 2005, 397-402. Web SearchBibTeXDownload
10Learning No-Reference Quality Metric by Examples. Hanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang, Jingrui He, Wei-Ying Ma. MMM 2005, 247-254. Web SearchBibTeXDownload
9Multiple random walk and its application in content-based image retrieval. Jingrui He, Hanghang Tong, Mingjing Li, Wei-Ying Ma, Changshui Zhang. Multimedia Information Retrieval 2005, 151-158. Web SearchBibTeXDownload
2004
8Manifold-ranking based image retrieval. Jingrui He, Mingjing Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang. ACM Multimedia 2004, 9-16. Web SearchBibTeXDownload
7No-reference quality assessment for JPEG2000 compressed images. Hanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang. ICIP 2004, 3539-3542. Web SearchBibTeXDownload
6Blur detection for digital images using wavelet transform. Hanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang. ICME 2004, 17-20. Web SearchBibTeX
5A Boosting-Based Framework for Self-Similar and Non-linear Internet Traffic Prediction. Hanghang Tong, Chongrong Li, Jingrui He. ISNN (2) 2004, 931-936. Web SearchBibTeXDownload
4Mean version space: a new active learning method for content-based image retrieval. Jingrui He, Hanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang. Multimedia Information Retrieval 2004, 15-22. Web SearchBibTeXDownload
3Classification of Digital Photos Taken by Photographers or Home Users. Hanghang Tong, Mingjing Li, HongJiang Zhang, Jingrui He, Changshui Zhang. PCM (1) 2004, 198-205. Web SearchBibTeXDownload
2Pseudo Relevance Feedback Based on Iterative Probabilistic One-Class SVMs in Web Image Retrieval. Jingrui He, Mingjing Li, Zhiwei Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang. PCM (2) 2004, 213-220. Web SearchBibTeXDownload
1Automatic Peak Number Detection in Image Symmetry Analysis. Jingrui He, Mingjing Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang. PCM (3) 2004, 111-118. Web SearchBibTeXDownload
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