Abstract
The data management group at the Nanyang Technological University (dante) was founded in 2009 by the first author when the School of Computer Science and Engineering hired two young faculty members in this area. The group currently consists of three faculty members and more than twenty graduate students, research assistants, and postdocs. Our alumni include faculty members at the Chinese University of Hong Kong, National University of Singapore, University of New South Wales, and several researchers and engineers at Facebook, Google, eBay, Huawei, and other technology companies. The group's major funding is from the Ministry of Education in Singapore, National Research Foundation, and companies such as Huawei.
- S. S. Bhowmick, B.-S. Seah. Summarizing Biological Networks. Springer Verlag, May 2017. Google ScholarDigital Library
- S. S. Bhowmick, A. Sun, B. Q. Truong. Why Not, WINE?: Towards Answering Why-Not Questions in Social Image Search. In ACM MM, 2013. Google ScholarDigital Library
- S.S. Bhowmick, H.-E. Chua, B. Choi, C. Dyreson. ViSual: Simulation of Visual Subgraph Query Formulation to Enable Automated Performance Benchmarking. IEEE TKDE 29(8), 2017.Google Scholar
- X. Cao, L. Chen, G. Cong, X. Xiao. Keyword-aware Optimal Route Search. In PVLDB, 5(11), 2012. Google ScholarDigital Library
- X. Cao, G. Cong, T. Guo, C. S. Jensen, B. C. Ooi. Efficient Processing of Spatial Group Keyword Queries. ACM Trans. Database Syst., 40(2):13, 2015. Google ScholarDigital Library
- X. Cao, G. Cong, et al. Retrieving Regions of Interest for User Exploration. In PVLDB, 7(9), 2014. Google ScholarDigital Library
- A. Chapman and H. V. Jagadish. Why not?, In SIGMOD, 2009. Google ScholarDigital Library
- L. Chen, G. Cong, X. Cao. An Efficient Query Indexing Mechanism for Filtering Geo-textual Data. In SIGMOD, 2013. Google ScholarDigital Library
- L. Chen, G. Cong, et al. Temporal Spatial-keyword Top-k Publish/Subscribe. In ICDE, 2015.Google ScholarCross Ref
- Z. Chen, G. Cong, Z. Zhang, T. Z. J. Fu, L. Chen. Distributed Publish/Subscribe Query Processing on the Spatio-Textual Data Stream. In ICDE, 2017.Google Scholar
- J. Cheng, Y. Ke, A. Fu, J. Xu Yu, L. Zhu. Finding Maximal Cliques in Massive Networks by H*-graph. In SIGMOD, 2010. Google ScholarDigital Library
- J. Cheng, et al. Fast Algorithms for Maximal Clique Enumeration with Limited Memory. In KDD, 2012. Google ScholarDigital Library
- J. Cheng, Y. Ke, S. Chu, M. T. ¨ Ozsu. Efficient Core Decomposition in Massive Networks. In ICDE, 2011. Google ScholarDigital Library
- J. Cheng, S. Huang, H. Wu, A. Fu. TF-Label: A Topological-folding Labeling scheme for Reachability Querying in a Large Graph. In SIGMOD, 2013. Google ScholarDigital Library
- J. Cheng, Y. Ke, S. Chu, C. Cheng. Efficient Processing of Distance Queries in Large Graphs: A Vertex Cover Approach. In SIGMOD, 2012. Google ScholarDigital Library
- J. Cheng, Y. Ke, et al. Fast Graph Query Processing with a Low-cost Index. In VLDB J. 20(4), 2011. Google ScholarDigital Library
- Shumo Chu, James Cheng. Triangle listing in Massive Networks. In TKDD, 6(4), 2012. Google ScholarDigital Library
- H. E. Chua, S.S. Bhowmick, L. Tucker-Kellogg. Synergistic Target Combination Prediction From Curated Signaling Networks: Machine Learning Meets Systems Biology and Pharmacology. Methods, Vol. 129, 2017.Google Scholar
- C. Dwork. Differential Privacy. In ICALP, 2006. Google ScholarDigital Library
- K. Feng, G. Cong, S. S. Bhowmick, S. Ma. In Search of Influential Event Organizers in Online Social Networks. In SIGMOD, 2014. Google ScholarDigital Library
- K. Feng, G. Cong, S. S. Bhowmick, W.-C. Peng, C. Miao. Towards Best Region Search for Data Exploration. In SIGMOD, 2016. Google ScholarDigital Library
- K. Feng, T. Guo, G. Cong, S. S. Bhowmick, S. Ma. SURGE: Continuous Detection of Bursty Regions Over a Stream of Spatial Objects. In ICDE, 2018.Google ScholarCross Ref
- T. Guo, X. Cao, G. Cong. Efficient Algorithms for Answering the m-Closest Keywords Query. In SIGMOD, 2015. Google ScholarDigital Library
- T. Guo, X. Cao, G. Cong, J. Lu, X. Lin. Distributed Algorithms on Exact Personalized PageRank. In SIGMOD, 2017 Google ScholarDigital Library
- K. Huang, S. S. Bhowmick, S. Zhou, B. Choi. PICASSO: Exploratory Search of Connected Subgraph Substructures in Graph Databases. PVLDB, 10(12), 2017. Google ScholarDigital Library
- H. H. Hung, S. S. Bhowmick, B. Q. Truong, B. Choi, S. Zhou. QUBLE: Towards Blending Interactive Visual Subgraph Search Queries on Large Networks. VLDB J. 23(3), 2014. Google ScholarDigital Library
- T. Ideker, T. Galitski, L. Hood. A New Approach to Decoding Life: Systems Biology. Annual review of genomics and human genetics, vol. 2, January 2001.Google Scholar
- C. Jin, S. S. Bhowmick, X. Xiao, J. Cheng, B. Choi. Gblender: Towards Blending Visual Query Formulation and Query Processing in Graph Databases. In SIGMOD, 2010. Google ScholarDigital Library
- C. Jin, S. S. Bhowmick, et al. prague: A Practical Framework for Blending Visual Subgraph Query Formulation and Query Processing. In ICDE, 2012. Google ScholarDigital Library
- G. Kellaris, S. Papadopoulos, X. Xiao, D. Papadias. Differentially Private Event Sequences over Infinite Streams. In PVLDB, 7(12), 2014. Google ScholarDigital Library
- H. Kim, J. Lee, S. S. Bhowmick, W. S. Han, J. H. Lee, S. Ko, M. Jarrah. DualSim: Parallel Subgraph Enumeration in a Massive Graph on a Single Machine. In SIGMOD, 2016. Google ScholarDigital Library
- X. Li, C. G. M. Snoek, M. Worring. Learning Social Tag Relevance by Neighbor Voting. IEEE Transactions on Multimedia, 11(7), 2009. Google ScholarDigital Library
- H. Li, S. S. Bhowmick, et al. GetReal: Towards Realistic Selection of Influence Maximization Strategies in Competitive Networks. In SIGMOD, 2015. Google ScholarDigital Library
- H. Li, S. S. Bhowmick, A. Sun. CASINO: Towards Conformity-aware Social Influence Analysis in Online Social Networks. In ACM CIKM, 2011. Google ScholarDigital Library
- H. Li, S. S. Bhowmick, A. Sun, J. Cui. Conformity-aware Influence Maximization in Online Social Networks. In VLDB J, 24(1), 2015. Google ScholarDigital Library
- W. Lin, X. Xiao, G. Ghinita. Large-scale Frequent Subgraph Mining in MapReduce. In ICDE, 2014.Google ScholarCross Ref
- W. Lin, X. Xiao, X. Xie, X. Li. Network Motif Discovery: A GPU Approach. In ICDE, 2015.Google ScholarCross Ref
- Y. Liu, B. Zheng, X. He, Z. Wei, X. Xiao, K. Zheng, J. Lu. ProbeSim: Scalable Single-Source and Top-k SimRank Computations on Dynamic Graphs. In PVLDB, 11(1), 2017 Google ScholarDigital Library
- Y. Liu, J. Lu, H. Yang, X. Xiao, Z. Wei. Towards Maximum Independent Sets on Massive Graphs. In PVLDB, 8(13), 2015. Google ScholarDigital Library
- Z. Qin, T. Yu, Y. Yang, I. Khalil, X. Xiao, K. Ren. Generating Synthetic Decentralized Social Graphs with Local Differential Privacy. In CCS, 2017. Google ScholarDigital Library
- Z. Qin, Y. Yang, T. Yu, I. Khalil, X. Xiao, K. Ren. Heavy Hitter Estimation over Set-Valued Data with Local Differential Privacy. In CCS, 2016. Google ScholarDigital Library
- B. S. Seah, S. S. Bhowmick, and A. Sun. PRISM: Concept-preserving social image search results summarization. In ACM SIGIR, 2014. Google ScholarDigital Library
- B.-S. Seah, S. S. Bhowmick, et al. FUSE: Towards Multi-Level Functional Summarization of Protein Interaction Networks.In BCB, 2011. Google ScholarDigital Library
- Y. Song, H. E. Chua, S. S. Bhowmick, B. Choi, S. Zhou. BOOMER: Blending Visual Formulation and Processing of p-Homomorphic Queries on Large Networks. In ACM SIGMOD, 2018. Google ScholarDigital Library
- Y. Sun, J. Han, et al. PathSim: Meta Path-Based Top-K Similarity Search in Heterogeneous Information Networks. In PVLDB, 4(11), 2011.Google Scholar
- Y. Tang, X. Xiao, Y. Shi. Influence Maximization: Near-optimal Time Complexity meets Practical Efficiency. In SIGMOD, 2014. Google ScholarDigital Library
- Y. Tang, Y. Shi, X. Xiao. Influence Maximization in Near-Linear Time: A Martingale Approach. In SIGMOD, 2015 Google ScholarDigital Library
- B. Tian, X. Xiao. SLING: A Near-Optimal Index Structure for SimRank. In SIGMOD, 2016. Google ScholarDigital Library
- Jia Wang, James Cheng. Truss Decomposition in Massive Networks. PVLDB 5(9): 812--823, 2012. Google ScholarDigital Library
- N. Wang, X. Xiao, et al. PrivSuper: A Superset-First Approach to Frequent Itemset Mining under Differential Privacy. In ICDE, 2017.Google ScholarCross Ref
- S. Wang, R. Yang, X. Xiao, Z. Wei, Y. Yang. FORA: Simple and Effective Approximate Single-Source Personalized PageRank. In SIGKDD, 2017 Google ScholarDigital Library
- S. Wang, Y. Tang, X. Xiao, Y. Yang, Z. Li. HubPPR: Effective Indexing for Approximate Personalized PageRank. In PVLDB, 2016. Google ScholarDigital Library
- S. Wu, Leong H. U, S. S. Bhowmick, W. Gatterbauer. Conflict of Interest Declaration and Detection System in Heterogeneous Networks. In CIKM, 2017 Google ScholarDigital Library
- S. Wu, Leong H. U, S. S. Bhowmick, W. Gatterbauer. PISTIS: A Conflict of Interest Declaration and Detection System for Peer Review Management. In SIGMOD, 2018. Google ScholarDigital Library
- J. Xu, Z. Zhang, X. Xiao, Y. Yang, G. Yu. Differentially Private Histogram Publication. In ICDE, 2012. Google ScholarDigital Library
- X. Xiao, G. Wang, J. Gehrke. Differential Privacy via Wavelet Transforms. In ICDE, 2010.Google ScholarCross Ref
- X. Xiao, G. Bender, M. Hay, J. Gehrke. iReduct: Differential Privacy with Reduced Relative Errors. In SIGMOD, 2011. Google ScholarDigital Library
- X. Xiao, Y. Tao, M. Chen. Optimal Random Perturbation at Multiple Privacy Levels. PVLDB, 2(1), 2009. Google ScholarDigital Library
- M. Xie, S. S. Bhowmick, G. Cong, Q. Wang. PANDA: Towards Partial Topology-based Search on Large Networks in a Single Machine. In VLDB J, 26(2), 2016. Google ScholarDigital Library
- Z. Xu, Y. Ke, Y. Wang, H. Cheng, J. Cheng. A Model-based approach to Attributed Graph Clustering. In SIGMOD, 2012. Google ScholarDigital Library
- B. Yao, F. Li, X. Xiao. Secure Nearest Neighbor Revisited. In ICDE, 2013Google Scholar
- B. Yao, X. Xiao, F. Li, Y Wu. Dynamic Monitoring of Optimal Locations in Road Network Databases. In VLDB J., 23(5), 2014. Google ScholarDigital Library
- P. Yi, B. Choi, S. S. Bhowmick, J. Xu. AutoG: A Visual Query Autocompletion Framework for Graph Databases. In The VLDB Journal, 26(3), 2017. Google ScholarDigital Library
- G. Yuan, Z. Zhang, M. Winslett, X. Xiao, Y. Yang, Z. Hao. Optimizing Batch Linear Queries under Exact and Approximate Differential Privacy. ACM Trans. Database Syst., 40(2), 2015. Google ScholarDigital Library
- J. Zhang, G. Cormode, C. M. Procopiuc, D. Srivastava, X. Xiao. Private Release of Graph Statistics using Ladder Functions. In SIGMOD, 2015. Google ScholarDigital Library
- J. Zhang, G. Cormode, C. M. Procopiuc, D. Srivastava, X. Xiao. PrivBayes: Private Data Release via Bayesian Networks. In TODS, 42(4), 2017. Google ScholarDigital Library
- J. Zhang, X. Xiao, X. Xie. PrivTree: A Differentially Private Algorithm for Hierarchical Decompositions. In SIGMOD, 2016. Google ScholarDigital Library
- J. Zhang, Z. Zhang, X. Xiao, Y. Yang, M. Winslett. Functional Mechanism: Regression Analysis under Differential Privacy. In PVLDB, 5(11), 2012. Google ScholarDigital Library
- K. Zhao, L. Chen, G. Cong. Topic Exploration in Spatio-temporal Document Collections. In SIGMOD, 2016. Google ScholarDigital Library
- A. D. Zhu, W. Lin, S. Wang, X. Xiao. Reachability Queries on Large Dynamic Graphs: A Total Order Approach. In SIGMOD, 2014. Google ScholarDigital Library
- A. D. Zhu, X. Xiao, S. Wang, W. Lin. Efficient Single-source Shortest Path and Distance Queries on Large Graphs. In SIGKDD, 2013. Google ScholarDigital Library
Recommendations
Dante's Inferno: Hell Awaits
SIGGRAPH '10: ACM SIGGRAPH 2010 Computer Animation FestivalLove knows no bounds and sometimes makes one do crazy things, even go through Hell. Drawn by his beloved Beatrice, Dante casts all fears aside and plunges deep into the fiery abyss battling every kind of evil imaginable on the way down.
RETRACTED ARTICLE: Educational reforms and internationalization of universities: evidence from major regions of the world
Internationalization of universities has become a worldwide phenomenon as global economic integration continues to make its way forcefully into the higher education. The objective of the study is to develop a model for internationalization of ...
An analysis of global research funding from subject field and funding agencies perspectives in the G9 countries
This study analyzed journal articles published by authors from the G9 countries (Canada, China, France, Germany, Italy, Japan, Russia, the United Kingdom, and the United States) to identify the distribution of research funding and funding agencies in ...
Comments