☰

Hanghang Tong, Ph.D. - Publications

Affiliations: 
2009 Carnegie Mellon University, Pittsburgh, PA 
Area:
Computer Science, Artificial Intelligence
Tree Info Similar researchers PubMed Report error

50 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Chen Q, Chen N, Shuai W, Wu G, Xu Z, Tong H, Cao N. Calliope-Net: Automatic Generation of Graph Data Facts via Annotated Node-link Diagrams. Ieee Transactions On Visualization and Computer Graphics. PMID 37874720 DOI: 10.1109/TVCG.2023.3326925  0.474
2021 Xie T, Ma Y, Kang J, Tong H, Maciejewski R. FairRankVis: A Visual Analytics Framework for Exploring Algorithmic Fairness in Graph Mining Models. Ieee Transactions On Visualization and Computer Graphics. PMID 34587074 DOI: 10.1109/TVCG.2021.3114850  0.328
2020 Xie T, Ma Y, Tong H, Thai MT, Maciejewski R. Auditing the Sensitivity of Graph-based Ranking with Visual Analytics. Ieee Transactions On Visualization and Computer Graphics. PMID 33027000 DOI: 10.1109/TVCG.2020.3028958  0.466
2020 Wang M, Kang J, Nan C, Xia Y, Fan W, Tong H. Graph Ranking Auditing: Problem Definition and Fast Solutions Ieee Transactions On Knowledge and Data Engineering. 1-1. DOI: 10.1109/Tkde.2020.2969415  0.467
2020 Chen Z, Tong H, Ying L. Inferring Full Diffusion History from Partial Timestamps Ieee Transactions On Knowledge and Data Engineering. 32: 1378-1392. DOI: 10.1109/Tkde.2019.2905210  0.328
2019 Zhang S, Tong H, Xu J, Maciejewski R. Graph convolutional networks: a comprehensive review. Computational Social Networks. 6: 11. PMID 37915858 DOI: 10.1186/s40649-019-0069-y  0.465
2019 Huang Y, Shi L, Su Y, Hu Y, Tong H, Wang C, Yang T, Wang D, Liang S. Eiffel: Evolutionary Flow Map for Influence Graph Visualization. Ieee Transactions On Visualization and Computer Graphics. PMID 30908230 DOI: 10.1109/Tvcg.2019.2906900  0.502
2019 Liu J, Xia F, Wang L, Xu B, Kong X, Tong H, King I. Shifu2: A Network Representation Learning Based Model for Advisor-advisee Relationship Mining Ieee Transactions On Knowledge and Data Engineering. 1-1. DOI: 10.1109/Tkde.2019.2946825  0.403
2019 Zhang S, Tong H. Attributed Network Alignment: Problem Definitions and Fast Solutions Ieee Transactions On Knowledge and Data Engineering. 31: 1680-1692. DOI: 10.1109/Tkde.2018.2866440  0.476
2018 Shi L, Tong H, Daianu M, Tian F, Thompson PM. Visual Analysis of Brain Networks Using Sparse Regression Models Acm Transactions On Knowledge Discovery From Data. 12: 1-30. DOI: 10.1145/3023363  0.33
2018 Wu Y, Xi S, Yao Y, Xu F, Tong H, Lu J. Guiding supervised topic modeling for content based tag recommendation Neurocomputing. 314: 479-489. DOI: 10.1016/J.Neucom.2018.07.011  0.309
2018 Yao Y, Tong H, Yan G, Xu F, Zhang X, Szymanski BK, Lu J. Dual-regularized one-class collaborative filtering with implicit feedback World Wide Web. 22: 1099-1129. DOI: 10.1007/S11280-018-0574-1  0.342
2017 Chen C, He J, Bliss N, Tong H. Towards Optimal Connectivity on Multi-layered Networks. Ieee Transactions On Knowledge and Data Engineering. 29: 2332-2346. PMID 29755246 DOI: 10.1109/Tkde.2017.2719026  0.351
2017 Li L, Tong H, Cao N, Ehrlich K, Lin YR, Buchler N. Enhancing Team Composition in Professional Networks: Problem Definitions and Fast Solutions. Ieee Transactions On Knowledge and Data Engineering. 29: 613-626. PMID 29104408 DOI: 10.1109/Tkde.2016.2633464  0.451
2017 Zhang J, Tang J, Ma C, Tong H, Jing Y, Li J, Luyten W, Moens M. Fast and Flexible Top- k Similarity Search on Large Networks Acm Transactions On Information Systems. 36: 1-30. DOI: 10.1145/3086695  0.39
2017 Yao Y, Tong H, Xu F, Lu J. Scalable Algorithms for CQA Post Voting Prediction Ieee Transactions On Knowledge and Data Engineering. 29: 1723-1736. DOI: 10.1109/Tkde.2017.2696535  0.324
2017 Lin Y, Tong H, Tang J, Candan KS. Guest Editorial: Big Scholar Data Discovery and Collaboration Ieee Transactions On Big Data. 3: 2-2. DOI: 10.1109/Tbdata.2017.2663878  0.318
2016 Pienta R, Navathe S, Tamersoy A, Tong H, Endert A, Chau DH. VISAGE: Interactive Visual Graph Querying. Avi : Proceedings of the Workshop On Advanced Visual Interfaces. Avi (Conference). 2016: 272-279. PMID 28553670 DOI: 10.1145/2909132.2909246  0.741
2016 Yang X, Shi L, Daianu M, Tong H, Liu Q, Thompson P. Blockwise Human Brain Network Visual Comparison Using NodeTrix Representation. Ieee Transactions On Visualization and Computer Graphics. PMID 27514058 DOI: 10.1109/Tvcg.2016.2598472  0.388
2016 Li L, Yao Y, Tang J, Fan W, Tong H. QUINT: On query-specific optimal networks Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 13: 985-994. DOI: 10.1145/2939672.2939768  0.305
2016 Zhang S, Tong H. FINAL: Fast attributed network alignment Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 13: 1345-1354. DOI: 10.1145/2939672.2939766  0.347
2016 Pienta R, Tamersoy A, Endert A, Navathe S, Tong H, Ch DH. VISAGE: Interactive visual graph querying Proceedings of the Workshop On Advanced Visual Interfaces Avi. 7: 272-279. DOI: 10.1145/2909132.2909246  0.403
2016 Chen C, Tong H, Prakash BA, Eliassi-Rad T, Faloutsos M, Faloutsos C. Eigen-optimization on large graphs by edge manipulation Acm Transactions On Knowledge Discovery From Data. 10. DOI: 10.1145/2903148  0.683
2016 Chen C, Tong H, Prakash BA, Tsourakakis CE, Eliassi-Rad T, Faloutsos C, Chau DH. Node Immunization on Large Graphs: Theory and Algorithms Ieee Transactions On Knowledge and Data Engineering. 28: 113-126. DOI: 10.1109/Tkde.2015.2465378  0.789
2016 Shi L, Sun S, Xuan Y, Su Y, Tong H, Ma S, Chen Y. TOPIC: Toward perfect Influence Graph Summarization 2016 Ieee 32nd International Conference On Data Engineering, Icde 2016. 1074-1085. DOI: 10.1109/ICDE.2016.7498314  0.52
2016 Chen C, Tong H. On the eigen-functions of dynamic graphs: Fast tracking and attribution algorithms Statistical Analysis and Data Mining: the Asa Data Science Journal. 10: 121-135. DOI: 10.1002/Sam.11310  0.514
2015 Pienta R, Tamersoy A, Tong H, Endert A, Chau DH. Interactive Querying over Large Network Data: Scalability, Visualization, and Interaction Design. Iui / International Conference On Intelligent User Interfaces. International Conference On Intelligent User Interfaces. 2015: 61-64. PMID 25859567 DOI: 10.1145/2732158.2732192  0.75
2015 Cao N, Lin YR, Li L, Tong H. G-Miner: Interactive visual group mining on multivariate graphs Conference On Human Factors in Computing Systems - Proceedings. 2015: 279-288. DOI: 10.1145/2702123.2702446  0.368
2015 Shi L, Tong H, Tang J, Lin C. VEGAS: Visual influEnce GrAph Summarization on Citation Networks Ieee Transactions On Knowledge and Data Engineering. 27: 3417-3431. DOI: 10.1109/Tkde.2015.2453957  0.575
2015 Shang F, Liu Y, Tong H, Cheng J, Cheng H. Robust bilinear factorization with missing and grossly corrupted observations Information Sciences. 307: 53-72. DOI: 10.1016/J.Ins.2015.02.026  0.348
2015 Akoglu L, Tong H, Koutra D. Graph based anomaly detection and description: A survey Data Mining and Knowledge Discovery. 29: 626-688. DOI: 10.1007/S10618-014-0365-Y  0.536
2014 Pienta R, Tamersoy A, Tong H, Chau DH. MAGE: Matching Approximate Patterns in Richly-Attributed Graphs. Proceedings : ... Ieee International Conference On Big Data. Ieee International Conference On Big Data. 2014: 585-590. PMID 25859565 DOI: 10.1109/BigData.2014.7004278  0.765
2014 Yao Y, Tong H, Yan X, Xu F, Lu J. Multi-Aspect + Transitivity + Bias: An Integral Trust Inference Model Ieee Transactions On Knowledge and Data Engineering. 26: 1706-1719. DOI: 10.1109/Tkde.2013.147  0.348
2013 Rodrigues JF, Tong H, Pan J, Traina AJM, Traina C, Faloutsos C. Large Graph Analysis in the GMine System Ieee Transactions On Knowledge and Data Engineering. 25: 106-118. DOI: 10.1109/Tkde.2011.199  0.806
2013 Shang F, Jiao L, Liu Y, Tong H. Semi-supervised learning with nuclear norm regularization Pattern Recognition. 46: 2323-2336. DOI: 10.1016/J.Patcog.2013.01.009  0.321
2013 Yao Y, Tong H, Xu F, Lu J. Pairwise trust inference by subgraph extraction Social Network Analysis and Mining. 3: 953-968. DOI: 10.1007/S13278-013-0140-X  0.405
2012 Chau DH, Akoglu L, Vreeken J, Tong H, Faloutsos C. TourViz: Interactive visualization of connection pathways in large graphs Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 1516-1519. DOI: 10.1145/2339530.2339769  0.748
2012 Chau DH, Akoglu L, Vreeken J, Tong H, Faloutsos C. Interactively and visually exploring tours of marked nodes in large graphs Proceedings of the 2012 Ieee/Acm International Conference On Advances in Social Networks Analysis and Mining, Asonam 2012. 696-698. DOI: 10.1109/ASONAM.2012.115  0.766
2012 He J, Tong H, Carbonell J. An effective framework for characterizing rare categories Frontiers of Computer Science. 6: 154-165. DOI: 10.1007/S11704-012-2861-9  0.377
2012 Tong H, Papadimitriou S, Faloutsos C, Yu PS, Eliassi-Rad T. Gateway finder in large graphs: Problem definitions and fast solutions Information Retrieval. 15: 391-411. DOI: 10.1007/S10791-012-9190-3  0.767
2012 Wang F, Tong H, Yu P, Aggarwal C. Guest editorial: special issue on data mining technologies for computational social science Data Mining and Knowledge Discovery. 25: 415-419. DOI: 10.1007/S10618-012-0271-0  0.327
2012 Kang U, Tong H, Sun J, Lin C, Faloutsos C. gbase: an efficient analysis platform for large graphs The Vldb Journal. 21: 637-650. DOI: 10.1007/s00778-012-0283-9  0.626
2011 Valler NC, Prakash BA, Tong H, Faloutsos M, Faloutsos C. Epidemic spread in mobile ad hoc networks: Determining the tipping point Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6640: 266-280. DOI: 10.1007/978-3-642-20757-0_21  0.452
2011 Tong H, Lin C. Non-negative residual matrix factorization: problem definition, fast solutions, and applications Statistical Analysis and Data Mining. 5: 3-15. DOI: 10.1002/Sam.10148  0.476
2010 Prakash BA, Tong H, Valler N, Faloutsos M, Faloutsos C. Virus propagation on time-varying networks: Theory and immunization algorithms Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6323: 99-114. DOI: 10.1007/978-3-642-15939-8_7  0.458
2008 Tong H, Faloutsos C, Pan JY. Random walk with restart: Fast solutions and applications Knowledge and Information Systems. 14: 327-346. DOI: 10.1007/S10115-007-0094-2  0.796
2008 Tong H, Papadimitriou S, Yu PS, Faloutsos C. Fast Monitoring Proximity and Centrality on Time-evolving Bipartite Graphs Statistical Analysis and Data Mining. 1: 142-156. DOI: 10.1002/Sam.V1:3  0.767
2007 Tong H, Faloutsos C, Koren Y. Fast direction-aware proximity for graph mining Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 747-756. DOI: 10.1145/1281192.1281272  0.647
2007 Tong H, Faloutsos C, Gallagher B, Eliassi-Rad T. Fast best-effort pattern matching in large attributed graphs Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 737-746. DOI: 10.1145/1281192.1281271  0.617
2006 Tong H, Faloutsos C, Pan JY. Fast random walk with restart and its applications Proceedings - Ieee International Conference On Data Mining, Icdm. 613-622. DOI: 10.1109/ICDM.2006.70  0.71
Show low-probability matches.