Hanghang Tong

Fanhua Shang, L. C. Jiao, Yuanyuan Liu, Hanghang Tong: Semi-supervised learning with nuclear norm regularization. Pattern Recognition 46(8): 2323-2336 (2013)

José Fernando Rodrigues Jr., Hanghang Tong, Jia-Yu Pan, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos: Large Graph Analysis in the GMine System. IEEE Trans. Knowl. Data Eng. 25(1): 106-118 (2013)

Fei Wang, Hanghang Tong, Philip S. Yu, Charu C. Aggarwal: Guest editorial: special issue on data mining technologies for computational social science. Data Min. Knowl. Discov. 25(3): 415-419 (2012)

Jingrui He, Hanghang Tong, Jaime G. Carbonell: An effective framework for characterizing rare categories. Frontiers of Computer Science 6(2): 154-165 (2012)

Hanghang Tong, Spiros Papadimitriou, Christos Faloutsos, Philip S. Yu, Tina Eliassi-Rad: Gateway finder in large graphs: problem definitions and fast solutions. Inf. Retr. 15(3-4): 391-411 (2012)

Ching-Yung Lin, Lynn Wu, Zhen Wen, Hanghang Tong, Vicky Griffiths-Fisher, Lei Shi, David Lubensky: Social Network Analysis in Enterprise. Proceedings of the IEEE 100(9): 2759-2776 (2012)

Hanghang Tong, Ching-Yung Lin: Non-negative residual matrix factorization: problem definition, fast solutions, and applications. Statistical Analysis and Data Mining 5(1): 3-15 (2012)

U. Kang, Hanghang Tong, Jimeng Sun, Ching-Yung Lin, Christos Faloutsos: gbase: an efficient analysis platform for large graphs. VLDB J. 21(5): 637-650 (2012)

Yuan Yao, Hanghang Tong, Feng Xu, Jian Lu: Subgraph Extraction for Trust Inference in Social Networks. ASONAM 2012: 163-170

Duen Horng Chau, Leman Akoglu, Jilles Vreeken, Hanghang Tong, Christos Faloutsos: Interactively and Visually Exploring Tours of Marked Nodes in Large Graphs. ASONAM 2012: 696-698

Hanghang Tong, B. Aditya Prakash, Tina Eliassi-Rad, Michalis Faloutsos, Christos Faloutsos: Gelling, and melting, large graphs by edge manipulation. CIKM 2012: 245-254

Leman Akoglu, Hanghang Tong, Jilles Vreeken, Christos Faloutsos: Fast and reliable anomaly detection in categorical data. CIKM 2012: 415-424

Haibing Lu, Yuan Hong, W. Nick Street, Fei Wang, Hanghang Tong: Overlapping Clustering with Sparseness Constraints. ICDM Workshops 2012: 486-494

Parikshit Sondhi, Jimeng Sun, Hanghang Tong, ChengXiang Zhai: SympGraph: a framework for mining clinical notes through symptom relation graphs. KDD 2012: 1167-1175

Keith Henderson, Brian Gallagher, Tina Eliassi-Rad, Hanghang Tong, Sugato Basu, Leman Akoglu, Danai Koutra, Christos Faloutsos, Lei Li: RolX: structural role extraction & mining in large graphs. KDD 2012: 1231-1239

Duen Horng Chau, Leman Akoglu, Jilles Vreeken, Hanghang Tong, Christos Faloutsos: TourViz: interactive visualization of connection pathways in large graphs. KDD 2012: 1516-1519

Jingrui He, Hanghang Tong, Qiaozhu Mei, Boleslaw K. Szymanski: GenDeR: A Generic Diversified Ranking Algorithm. NIPS 2012: 1151-1159

Deqing Yang, Yanghua Xiao, Bo Xu, Hanghang Tong, Wei Wang, Sheng Huang: Which Topic Will You Follow? ECML/PKDD (2) 2012: 597-612

Leman Akoglu, Hanghang Tong, Brendan Meeder, Christos Faloutsos: PICS: Parameter-free Identification of Cohesive Subgroups in Large Attributed Graphs. SDM 2012: 439-450

U. Kang, Hanghang Tong, Jimeng Sun: Fast Random Walk Graph Kernel. SDM 2012: 828-838

Yuan Yao, Hanghang Tong, Xifeng Yan, Feng Xu, Jian Lu: MaTrust: An Effective Multi-Aspect Trust Inference Model. CoRR abs/1211.2041 (2012)

Fei Wang, Hanghang Tong, Ching-Yung Lin: Towards Evolutionary Nonnegative Matrix Factorization. AAAI 2011

Keith Henderson, Brian Gallagher, Lei Li, Leman Akoglu, Tina Eliassi-Rad, Hanghang Tong, Christos Faloutsos: It's who you know: graph mining using recursive structural features. KDD 2011: 663-671

Hanghang Tong, Jingrui He, Zhen Wen, Ravi Konuru, Ching-Yung Lin: Diversified ranking on large graphs: an optimization viewpoint. KDD 2011: 1028-1036

U. Kang, Hanghang Tong, Jimeng Sun, Ching-Yung Lin, Christos Faloutsos: GBASE: a scalable and general graph management system. KDD 2011: 1091-1099

Nicholas Valler, B. Aditya Prakash, Hanghang Tong, Michalis Faloutsos, Christos Faloutsos: Epidemic Spread in Mobile Ad Hoc Networks: Determining the Tipping Point. Networking (1) 2011: 266-280

U. Kang, Spiros Papadimitriou, Jimeng Sun, Hanghang Tong: Centralities in Large Networks: Algorithms and Observations. SDM 2011: 119-130

Hanghang Tong, Ching-Yung Lin: Non-Negative Residual Matrix Factorization with Application to Graph Anomaly Detection. SDM 2011: 143-153

Didi Surian, Nian Liu, David Lo, Hanghang Tong, Ee-Peng Lim, Christos Faloutsos: Recommending People in Developers' Collaboration Network. WCRE 2011: 379-388

Dashun Wang, Zhen Wen, Hanghang Tong, Ching-Yung Lin, Chaoming Song, Albert-László Barabási: Information spreading in context. WWW 2011: 735-744

Jingrui He, Hanghang Tong, Jaime G. Carbonell: Rare Category Characterization. ICDM 2010: 226-235

Hanghang Tong, B. Aditya Prakash, Charalampos E. Tsourakakis, Tina Eliassi-Rad, Christos Faloutsos, Duen Horng Chau: On the Vulnerability of Large Graphs. ICDM 2010: 1091-1096

Keith Henderson, Tina Eliassi-Rad, Christos Faloutsos, Leman Akoglu, Lei Li, Koji Maruhashi, B. Aditya Prakash, Hanghang Tong: Metric forensics: a multi-level approach for mining volatile graphs. KDD 2010: 163-172

Hanghang Tong, Spiros Papadimitriou, Christos Faloutsos, Philip S. Yu, Tina Eliassi-Rad: BASSET: Scalable Gateway Finder in Large Graphs. PAKDD (2) 2010: 449-463

B. Aditya Prakash, Hanghang Tong, Nicholas Valler, Michalis Faloutsos, Christos Faloutsos: Virus Propagation on Time-Varying Networks: Theory and Immunization Algorithms. ECML/PKDD (3) 2010: 99-114

Hanghang Tong, Huiming Qu, Hani Jamjoom, Christos Faloutsos: iPoG: fast interactive proximity querying on graphs. CIKM 2009: 1673-1676

Kensuke Onuma, Hanghang Tong, Christos Faloutsos: TANGENT: a novel, 'Surprise me', recommendation algorithm. KDD 2009: 657-666

Hanghang Tong, Yehuda Koren, Christos Faloutsos: Direction-Aware Proximity on Graphs. Encyclopedia of Data Warehousing and Mining 2009: 646-653

Hanghang Tong, Christos Faloutsos, Jia-Yu Pan: Random walk with restart: fast solutions and applications. Knowl. Inf. Syst. 14(3): 327-346 (2008)

Hanghang Tong, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos: Fast Monitoring Proximity and Centrality on Time-evolving Bipartite Graphs. Statistical Analysis and Data Mining 1(3): 142-156 (2008)

Hanghang Tong, Yasushi Sakurai, Tina Eliassi-Rad, Christos Faloutsos: Fast mining of complex time-stamped events. CIKM 2008: 759-768

Hanghang Tong, Huiming Qu, Hani Jamjoom: Measuring Proximity on Graphs with Side Information. ICDM 2008: 598-607

Duen Horng Chau, Christos Faloutsos, Hanghang Tong, Jason I. Hong, Brian Gallagher, Tina Eliassi-Rad: GRAPHITE: A Visual Query System for Large Graphs. ICDM Workshops 2008: 963-966

Brian Gallagher, Hanghang Tong, Tina Eliassi-Rad, Christos Faloutsos: Using ghost edges for classification in sparsely labeled networks. KDD 2008: 256-264

Hanghang Tong, Spiros Papadimitriou, Jimeng Sun, Philip S. Yu, Christos Faloutsos: Colibri: fast mining of large static and dynamic graphs. KDD 2008: 686-694

Hanghang Tong, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos: Proximity Tracking on Time-Evolving Bipartite Graphs. SDM 2008: 704-715

Hanghang Tong, Christos Faloutsos, Brian Gallagher, Tina Eliassi-Rad: Fast best-effort pattern matching in large attributed graphs. KDD 2007: 737-746

Hanghang Tong, Christos Faloutsos, Yehuda Koren: Fast direction-aware proximity for graph mining. KDD 2007: 747-756

Hanghang Tong, Jingrui He, Mingjing Li, Wei-Ying Ma, Hong-Jiang Zhang, Changshui Zhang: Manifold-Ranking-Based Keyword Propagation for Image Retrieval. EURASIP J. Adv. Sig. Proc. 2006 (2006)

Jingrui He, Mingjing Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang: Generalized Manifold-Ranking-Based Image Retrieval. IEEE Transactions on Image Processing 15(10): 3170-3177 (2006)

Hanghang Tong, Christos Faloutsos, Jia-Yu Pan: Fast Random Walk with Restart and Its Applications. ICDM 2006: 613-622

Hanghang Tong, Christos Faloutsos: Center-piece subgraphs: problem definition and fast solutions. KDD 2006: 404-413

José Fernando Rodrigues Jr., Hanghang Tong, Agma J. M. Traina, Christos Faloutsos, Jure Leskovec: GMine: A System for Scalable, Interactive Graph Visualization and Mining. VLDB 2006: 1195-1198

Hanghang Tong, Jingrui He, Mingjing Li, Wei-Ying Ma, Changshui Zhang, HongJiang Zhang: A Unified Optimization Based Learning Method for Image Retrieval. CVPR (2) 2005: 230-235

Hanghang Tong, Chongrong Li, Jingrui He, Yang Chen: Internet Traffic Prediction by W-Boost: Classification and Regression. ISNN (3) 2005: 397-402

Hanghang Tong, Chongrong Li, Jingrui He, Jiajian Chen, Quang-Anh Tran, Hai-Xin Duan, Xing Li: Anomaly Internet Network Traffic Detection by Kernel Principle Component Classifier. ISNN (3) 2005: 476-481

Jingrui He, Hanghang Tong, Mingjing Li, Wei-Ying Ma, Changshui Zhang: Multiple random walk and its application in content-based image retrieval. Multimedia Information Retrieval 2005: 151-158

Hanghang Tong, Jingrui He, Mingjing Li, Changshui Zhang, Wei-Ying Ma: Graph based multi-modality learning. ACM Multimedia 2005: 862-871

Hanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang, Jingrui He, Wei-Ying Ma: Learning No-Reference Quality Metric by Examples. MMM 2005: 247-254

Hanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang: No-reference quality assessment for JPEG2000 compressed images. ICIP 2004: 3539-3542

Hanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang: Blur detection for digital images using wavelet transform. ICME 2004: 17-20

Hanghang Tong, Chongrong Li, Jingrui He: A Boosting-Based Framework for Self-Similar and Non-linear Internet Traffic Prediction. ISNN (2) 2004: 931-936

Jingrui He, Hanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang: Mean version space: a new active learning method for content-based image retrieval. Multimedia Information Retrieval 2004: 15-22

Jingrui He, Mingjing Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang: Manifold-ranking based image retrieval. ACM Multimedia 2004: 9-16

Jingrui He, Mingjing Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang: Automatic Peak Number Detection in Image Symmetry Analysis. PCM (3) 2004: 111-118

Hanghang Tong, Mingjing Li, HongJiang Zhang, Jingrui He, Changshui Zhang: Classification of Digital Photos Taken by Photographers or Home Users. PCM (1) 2004: 198-205

Jingrui He, Mingjing Li, Zhiwei Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang: Pseudo Relevance Feedback Based on Iterative Probabilistic One-Class SVMs in Web Image Retrieval. PCM (2) 2004: 213-220