Ambuj K. Singh
Orcid: 0000-0002-1997-7140Affiliations:
- University of California, Santa Barbara, USA
According to our database1,
Ambuj K. Singh
authored at least 243 papers
between 1987 and 2024.
Collaborative distances:
Collaborative distances:
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Online presence:
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on zbmath.org
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on orcid.org
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on cs.ucsb.edu
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on dl.acm.org
On csauthors.net:
Bibliography
2024
CoRR, 2024
Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning.
CoRR, 2024
Electioneering the Network: Dynamic Multi-Step Adversarial Attacks for Community Canvassing.
CoRR, 2024
CoRR, 2024
GNNX-BENCH: Unravelling the Utility of Perturbation-based GNN Explainers through In-depth Benchmarking.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
DGCLUSTER: A Neural Framework for Attributed Graph Clustering via Modularity Maximization.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
IDKM: Memory Efficient Neural Network Quantization via Implicit, Differentiable k-Means.
CoRR, 2023
CoRR, 2023
Graph Encoding and Neural Network Approaches for Volleyball Analytics: From Game Outcome to Individual Play Predictions.
CoRR, 2023
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Incorporating User's Preference into Attributed Graph Clustering : Extended abstract.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Learning Deep Graph Representations via Convolutional Neural Networks (Extended abstract).
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Inference of Infrastructure Network Flows via Physics-Inspired Implicit Neural Networks.
Proceedings of the IEEE Conference on Control Technology and Applications, 2023
2022
IEEE Trans. Knowl. Data Eng., 2022
IEEE Trans. Knowl. Data Eng., 2022
CoRR, 2022
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
2021
IEEE Trans. Knowl. Data Eng., 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Expertise and confidence explain how social influence evolves along intellective tasks.
CoRR, 2020
The 1995-2018 Global Evolution of the Network of Amicable and Hostile Relations Among Nation-States.
CoRR, 2020
Proceedings of the 2020 SIAM International Conference on Data Mining, 2020
GCOMB: Learning Budget-constrained Combinatorial Algorithms over Billion-sized Graphs.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020
2019
ACM Trans. Knowl. Discov. Data, 2019
CoRR, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
On Multi-Dimensional Team Formation.
Proceedings of the 31st Canadian Conference on Computational Geometry, 2019
2018
IEEE Trans. Knowl. Data Eng., 2018
Spatial coherence of oriented white matter microstructure: Applications to white matter regions associated with genetic similarity.
NeuroImage, 2018
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018
Proceedings of the IEEE International Conference on Data Mining, 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
IEEE J. Sel. Areas Commun., 2017
GPOP: Scalable Group-level Popularity Prediction for Online Content in Social Networks.
Proceedings of the 26th International Conference on World Wide Web, 2017
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017
Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017
Modeling the Co-evolution of Committee Formation and Awareness Networks in Organizations.
Proceedings of the Complex Networks & Their Applications VI, 2017
2016
IEEE Trans. Knowl. Data Eng., 2016
Proceedings of the 14th International Symposium on Modeling and Optimization in Mobile, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016
2015
Proc. VLDB Endow., 2015
Proceedings of the 24th International Conference on World Wide Web, 2015
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015
2014
Modeling individual topic-specific behavior and influence backbone networks in social media.
Soc. Netw. Anal. Min., 2014
Proceedings of the Sixth Workshop on Semantic Web Information Management, 2014
Proceedings of the International Conference on Management of Data, 2014
Discriminative Subnetworks with Regularized Spectral Learning for Global-State Network Data.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014
On Critical Event Observability Using Social Networks: A Disaster Monitoring Perspective.
Proceedings of the 2014 IEEE Military Communications Conference, 2014
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014
2013
IEEE Trans. Knowl. Data Eng., 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013
Accurate and scalable nearest neighbors in large networks based on effective importance.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013
The social media genome: modeling individual topic-specific behavior in social media.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013
2012
SigSpot: mining significant anomalous regions from time-evolving networks (abstract only).
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012
Modeling Complex Diseases Using Discriminative Network Fragments - (Invited Keynote Talk).
Proceedings of the Bioinformatics Research and Applications - 8th International Symposium, 2012
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
Proceedings of the 15th International Conference on Extending Database Technology, 2012
Proceedings of the 15th International Conference on Extending Database Technology, 2012
2011
Proc. VLDB Endow., 2011
Proc. VLDB Endow., 2011
J. Chem. Inf. Model., 2011
Using Stochastic Causal Trees to Augment Bayesian Networks for Modeling eQTL Datasets.
BMC Bioinform., 2011
Proceedings of the 30th IEEE Symposium on Reliable Distributed Systems (SRDS 2011), 2011
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011
Proceedings of the 11th IEEE International Conference on Data Mining, 2011
Proceedings of the EDBT 2011, 2011
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011
2010
Proceedings of the Managing and Mining Graph Data, 2010
IEEE Trans. Circuits Syst. Video Technol., 2010
IEEE ACM Trans. Comput. Biol. Bioinform., 2010
Proceedings of the Scientific and Statistical Database Management, 2010
Proceedings of the ICDMW 2010, 2010
Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010
2009
IEEE Trans. Knowl. Data Eng., 2009
Mining Statistically Significant Molecular Substructures for Efficient Molecular Classification.
J. Chem. Inf. Model., 2009
RRW: repeated random walks on genome-scale protein networks for local cluster discovery.
BMC Bioinform., 2009
BMC Bioinform., 2009
Accurate and Scalable Techniques for the Complex/Pathway Membership Problem in Protein Networks.
Adv. Bioinformatics, 2009
GraphSig: A Scalable Approach to Mining Significant Subgraphs in Large Graph Databases.
Proceedings of the 25th International Conference on Data Engineering, 2009
2008
A general modeling and visualization tool for comparing different members of a group: application to studying tau-mediated regulation of microtubule dynamics.
BMC Bioinform., 2008
Proceedings of the Scientific and Statistical Database Management, 2008
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008
Proceedings of the 24th International Conference on Data Engineering, 2008
2007
Proceedings of the Data Streams - Models and Algorithms, 2007
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007
Efficient Algorithms for Mining Significant Substructures in Graphs with Quality Guarantees.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
Proceedings of the 23rd International Conference on Data Engineering, 2007
2006
Integrating multi-attribute similarity networks for robust representation of the protein space.
Bioinform., 2006
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
GraphRank: Statistical Modeling and Mining of Significant Subgraphs in the Feature Space.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Proceedings of the 22nd International Conference on Data Engineering, 2006
Proceedings of the 22nd International Conference on Data Engineering, 2006
Proceedings of the Advances in Database Technology, 2006
Proceedings of the Advances in Database Technology, 2006
2005
J. Bioinform. Comput. Biol., 2005
Proceedings of the 5th international workshop on Bioinformatics, 2005
Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005
Proceedings of the 21st International Conference on Data Engineering, 2005
Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference Workshops & Poster Abstracts, 2005
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005
Scalable Index Structures for Biological Data.
Proceedings of the Data Mining in Bioinformatics, 2005
2004
IEEE Trans. Knowl. Data Eng., 2004
J. Bioinform. Comput. Biol., 2004
Proceedings of the Biocomputing 2004, 2004
Proceedings of the ECOOP 2004, 2004
Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004
Proceedings of the On the Move to Meaningful Internet Systems 2004: CoopIS, 2004
2003
Multim. Syst., 2003
Int. J. Image Graph., 2003
Proceedings of the 8th Pacific Symposium on Biocomputing, 2003
Proceedings of the Eleventh International Conference on Intelligent Systems for Molecular Biology, June 29, 2003
Proceedings of the Eleventh International Conference on Intelligent Systems for Molecular Biology, June 29, 2003
Proceedings of the 19th International Conference on Data Engineering, 2003
Proceedings of the 19th International Conference on Data Engineering, 2003
Proceedings of the 19th International Conference on Data Engineering, 2003
Proceedings of the Databases, 2003
Proceedings of the 2nd IEEE Computer Society Bioinformatics Conference, 2003
Proceedings of the 2nd IEEE Computer Society Bioinformatics Conference, 2003
2002
Proceedings of the 14th International Conference on Scientific and Statistical Database Management, 2002
Proceedings of the 14th International Conference on Scientific and Statistical Database Management, 2002
An Efficient Index Structure for Shift and Scale Invariant Search of Multi-Attribute Time Sequences.
Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002
2001
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001
Proceedings of the 1st Java Virtual Machine Research and Technology Symposium, 2001
Proceedings of the 17th International Conference on Data Engineering, 2001
2000
Proceedings of the Nineteenth Annual ACM Symposium on Principles of Distributed Computing, 2000
1999
Comput. Vis. Image Underst., 1999
Proceedings of the Eighteenth Annual ACM Symposium on Principles of Distributed Computing, 1999
Proceedings of the Database Theory, 1999
1998
Proceedings of the SIGMOD 1998, 1998
Proceedings of the 12th International Parallel Processing Symposium / 9th Symposium on Parallel and Distributed Processing (IPPS/SPDP '98), March 30, 1998
1997
Proceedings of the 1997 ACM symposium on Applied Computing, 1997
Proceedings of the Sixteenth Annual ACM Symposium on Principles of Distributed Computing, 1997
Proceedings of the 1997 ACM SIGPLAN Conference on Object-Oriented Programming Systems, 1997
Proceedings of the 11th International Parallel Processing Symposium (IPPS '97), 1997
Proceedings of the Fifth Workshop on I/O in Parallel and Distributed Systems, 1997
Proceedings of the International Database Engineering and Applications Symposium, 1997
Proceedings of the International Conference on Multimedia Computing and Systems, 1997
Proceedings of the 17th International Conference on Distributed Computing Systems, 1997
Proceedings of the Conceptual Modeling, 1997
Proceedings of the Eighth International Workshop on Database and Expert Systems Applications, 1997
Proceedings of the Compositionality: The Significant Difference, International Symposium, 1997
1996
IEEE Trans. Parallel Distributed Syst., 1996
Proceedings of the Eighth IEEE Symposium on Parallel and Distributed Processing, 1996
Proceedings of the 7th IEEE International Symposium on Personal, 1996
Proceedings of the CONCUR '96, 1996
Proceedings of the CIKM '96, Proceedings of the Fifth International Conference on Information and Knowledge Management, November 12, 1996
1995
ACM Trans. Program. Lang. Syst., 1995
J. Parallel Distributed Comput., 1995
J. Parallel Distributed Comput., 1995
Proceedings of the Fourteenth Annual ACM Symposium on Principles of Distributed Computing, 1995
1994
IEEE Trans. Software Eng., 1994
Proceedings of the Distributed Algorithms, 8th International Workshop, 1994
Proceedings of the Thirteenth Annual ACM Symposium on Principles of Distributed Computing, 1994
Proceedings of the Eighth Workshop on Parallel and Distributed Simulation, 1994
Proceedings of the 8th International Symposium on Parallel Processing, 1994
Proceedings of the Third International Symposium on High Performance Distributed Computing, 1994
1993
ACM Trans. Database Syst., 1993
Proceedings of the Distributed Algorithms, 7th International Workshop, 1993
Proceedings of the Twelth Annual ACM Symposium on Principles of Distributed Computing, 1993
1992
Inf. Process. Lett., 1992
Proceedings of the 24th Annual ACM Symposium on Theory of Computing, 1992
Proceedings of the PARLE '92: Parallel Architectures and Languages Europe, 1992
1991
Sci. Comput. Program., 1991
Proceedings of the 10th International Conference on Distributed Computing Systems (ICDCS 1991), 1991
Proceedings of the Advances in Computing and Information, 1991
Proceedings of the Research Directions in High-Level Parallel Programming Languages, 1991
1990
Proceedings of the Advances in Computing and Information, 1990
1989
Derivation of efficient parallel programs: An example from genetic sequence analysis.
Int. J. Parallel Program., 1989
1987
Proceedings of the Sixth Annual ACM Symposium on Principles of Distributed Computing, 1987