Gao Cong
Orcid: 0000-0002-4430-6373Affiliations:
- Nanyang Technological University, Singapore
- Aalborg University, Department of Computer Science, Denmark
- Microsoft Research Asia
- University of Edinburgh, School of Informatics, UK
- National University of Singapore, Department of Computer Science
According to our database1,
Gao Cong
authored at least 258 papers
between 2002 and 2024.
Collaborative distances:
Collaborative distances:
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on ntu.edu.sg
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on dl.acm.org
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Bibliography
2024
Proc. ACM Manag. Data, September, 2024
Proc. ACM Manag. Data, September, 2024
ACM Trans. Knowl. Discov. Data, July, 2024
Zero-shot urban function inference with street view images through prompting a pretrained vision-language model.
Int. J. Geogr. Inf. Sci., July, 2024
ACM Trans. Spatial Algorithms Syst., June, 2024
Proc. VLDB Endow., May, 2024
Nuhuo: An Effective Estimation Model for Traffic Speed Histogram Imputation on A Road Network.
Proc. VLDB Endow., March, 2024
LLM-R2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency.
CoRR, 2024
CoRR, 2024
LIST: Learning to Index Spatio-Textual Data for Embedding based Spatial Keyword Queries.
CoRR, 2024
Proceedings of the ACM on Web Conference 2024, 2024
Proceedings of the ACM on Web Conference 2024, 2024
Proceedings of the Companion of the 2024 International Conference on Management of Data, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Collectively Simplifying Trajectories in a Database: A Query Accuracy Driven Approach.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
AdapTraj: A Multi-Source Domain Generalization Framework for Multi-Agent Trajectory Prediction.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Series Forecasting.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
UrbanLLM: Autonomous Urban Activity Planning and Management with Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
City Foundation Models for Learning General Purpose Representations from OpenStreetMap.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
2023
ACM Trans. Spatial Algorithms Syst., December, 2023
A Comparative Study and Component Analysis of Query Plan Representation Techniques in ML4DB Studies.
Proc. VLDB Endow., December, 2023
Proc. ACM Manag. Data, December, 2023
Proc. ACM Manag. Data, December, 2023
Proc. ACM Manag. Data, December, 2023
Proc. VLDB Endow., November, 2023
IEEE Trans. Knowl. Data Eng., September, 2023
IEEE Trans. Knowl. Data Eng., April, 2023
Proc. VLDB Endow., 2023
Proc. ACM Manag. Data, 2023
Proc. ACM Manag. Data, 2023
Proc. ACM Manag. Data, 2023
Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis.
CoRR, 2023
On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence.
CoRR, 2023
CoRR, 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Online Anomalous Subtrajectory Detection on Road Networks with Deep Reinforcement Learning.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
2022
IEEE Trans. Knowl. Data Eng., 2022
A Linear Time Approach to Computing Time Series Similarity Based on Deep Metric Learning.
IEEE Trans. Knowl. Data Eng., 2022
IEEE Trans. Knowl. Data Eng., 2022
Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting.
IEEE Trans. Knowl. Data Eng., 2022
A Synopsis Based Approach for Itemset Frequency Estimation over Massive Multi-Transaction Stream.
ACM Trans. Knowl. Discov. Data, 2022
ACM Trans. Intell. Syst. Technol., 2022
Proc. VLDB Endow., 2022
Proc. VLDB Endow., 2022
ACM Comput. Surv., 2022
Not All Neighbors Are Worth Attending to: Graph Selective Attention Networks for Semi-supervised Learning.
CoRR, 2022
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 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 SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022
TrajGAT: A Graph-based Long-term Dependency Modeling Approach for Trajectory Similarity Computation.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Unsupervised Selectivity Estimation by Integrating Gaussian Mixture Models and an Autoregressive Model.
Proceedings of the 25th International Conference on Extending Database Technology, 2022
2021
ACM Trans. Intell. Syst. Technol., 2021
Proc. VLDB Endow., 2021
Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks.
Proc. VLDB Endow., 2021
Proceedings of the WWW '21: The Web Conference 2021, 2021
A Unified Deep Model of Learning from both Data and Queries for Cardinality Estimation.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021
Error-Bounded Online Trajectory Simplification with Multi-Agent Reinforcement Learning.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021
Robust Road Network Representation Learning: When Traffic Patterns Meet Traveling Semantics.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
2020
IEEE Trans. Knowl. Data Eng., 2020
Efficient and Effective Similar Subtrajectory Search with Deep Reinforcement Learning.
Proc. VLDB Endow., 2020
Exploiting Repeated Behavior Pattern and Long-term Item dependency for Session-based Recommendation.
CoRR, 2020
Cogn. Comput., 2020
HyperML: A Boosting Metric Learning Approach in Hyperbolic Space for Recommender Systems.
Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020
Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020
Densely Connected User Community and Location Cluster Search in Location-Based Social Networks.
Proceedings of the 2020 International Conference on Management of Data, 2020
Proceedings of the 2020 International Conference on Management of Data, 2020
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020
Structural Relationship Representation Learning with Graph Embedding for Personalized Product Search.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
2019
VLDB J., 2019
Proceedings of the World Wide Web Conference, 2019
Interact and Decide: Medley of Sub-Attention Networks for Effective Group Recommendation.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Computing Trajectory Similarity in Linear Time: A Generic Seed-Guided Neural Metric Learning Approach.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
2018
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018
IEEE Trans. Knowl. Data Eng., 2018
Proc. VLDB Endow., 2018
Finding Seeds and Relevant Tags Jointly: For Targeted Influence Maximization in Social Networks.
Proceedings of the 2018 International Conference on Management of Data, 2018
Proceedings of the 2018 International Conference on Management of Data, 2018
Efficient Selection of Geospatial Data on Maps for Interactive and Visualized Exploration.
Proceedings of the 2018 International Conference on Management of Data, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Periodic-CRN: A Convolutional Recurrent Model for Crowd Density Prediction with Recurring Periodic Patterns.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
2017
VLDB J., 2017
MR-NTD: Manifold Regularization Nonnegative Tucker Decomposition for Tensor Data Dimension Reduction and Representation.
IEEE Trans. Neural Networks Learn. Syst., 2017
IEEE Trans. Knowl. Data Eng., 2017
An Experimental Evaluation of Point-of-interest Recommendation in Location-based Social Networks.
Proc. VLDB Endow., 2017
Proceedings of the 26th International Conference on World Wide Web, 2017
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017
Proceedings of the 2017 ACM International Conference on Management of Data, 2017
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017
A Novel Cascade Model for Learning Latent Similarity from Heterogeneous Sequential Data of MOOC.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
IEEE Trans. Knowl. Data Eng., 2016
IEEE Trans. Knowl. Data Eng., 2016
Proc. VLDB Endow., 2016
Expert Syst. Appl., 2016
Proceedings of the 25th International Conference on World Wide Web, 2016
Proceedings of the 2016 International Conference on Management of Data, 2016
Proceedings of the 2016 International Conference on Management of Data, 2016
Proceedings of the 2016 International Conference on Management of Data, 2016
ConTrack: A Scalable Method for Tracking Multiple Concepts in Large Scale Multidimensional Data.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Proceedings of the 32nd IEEE International Conference on Data Engineering Workshops, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
2015
Who, Where, When, and What: A Nonparametric Bayesian Approach to Context-aware Recommendation and Search for Twitter Users.
ACM Trans. Inf. Syst., 2015
ACM Trans. Database Syst., 2015
ACM Trans. Intell. Syst. Technol., 2015
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015
Rank-GeoFM: A Ranking based Geographical Factorization Method for Point of Interest Recommendation.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
SAR: A sentiment-aspect-region model for user preference analysis in geo-tagged reviews.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
DynaDiffuse: A Dynamic Diffusion Model for Continuous Time Constrained Influence Maximization.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Mining User Intents in Twitter: A Semi-Supervised Approach to Inferring Intent Categories for Tweets.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
On Information Coverage for Location Category Based Point-of-Interest Recommendation.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Efficient Algorithms and Cost Models for Reverse Spatial-Keyword <i>k</i>-Nearest Neighbor Search.
ACM Trans. Database Syst., 2014
Influence Spreading Path and Its Application to the Time Constrained Social Influence Maximization Problem and Beyond.
IEEE Trans. Knowl. Data Eng., 2014
IEEE Trans. Knowl. Data Eng., 2014
Proc. VLDB Endow., 2014
J. Assoc. Inf. Sci. Technol., 2014
Proceedings of the International Conference on Management of Data, 2014
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Proceedings of the 17th International Conference on Extending Database Technology, 2014
Graph-based Point-of-interest Recommendation with Geographical and Temporal Influences.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Proc. VLDB Endow., 2013
J. Assoc. Inf. Sci. Technol., 2013
Novel document detection for massive data streams using distributed dictionary learning.
IBM J. Res. Dev., 2013
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013
Efficient proximity detection among mobile objects in road networks with self-adjustment methods.
Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013
2012
Approaches to Exploring Category Information for Question Retrieval in Community Question-Answer Archives.
ACM Trans. Inf. Syst., 2012
ACM Trans. Database Syst., 2012
On the Complexity of View Update Analysis and Its Application to Annotation Propagation.
IEEE Trans. Knowl. Data Eng., 2012
Proc. VLDB Endow., 2012
Proc. VLDB Endow., 2012
Proc. VLDB Endow., 2012
Multim. Tools Appl., 2012
J. Assoc. Inf. Sci. Technol., 2012
Proceedings of the 21st World Wide Web Conference, 2012
Proceedings of the Scientific and Statistical Database Management, 2012
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
Proceedings of the Database Systems for Advanced Applications, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
2011
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011
Proceedings of the 27th International Conference on Data Engineering, 2011
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
2010
Proc. VLDB Endow., 2010
Int. J. Comput. Sci. Eng., 2010
A generalized framework of exploring category information for question retrieval in community question answer archives.
Proceedings of the 19th International Conference on World Wide Web, 2010
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010
Community-based greedy algorithm for mining top-K influential nodes in mobile social networks.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
Proceedings of the Database and Expert Systems Applications, 21th International Conference, 2010
Proceedings of the Database Systems for Advanced Applications, 2010
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
2009
Proc. VLDB Endow., 2009
Proceedings of the ICDM 2009, 2009
Proceedings of the 25th International Conference on Data Engineering, 2009
Proceedings of the Database Systems for Advanced Applications, 2009
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
2008
Proceedings of the 17th International Conference on World Wide Web, 2008
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008
Using Conditional Random Fields to Extract Contexts and Answers of Questions from Online Forums.
Proceedings of the ACL 2008, 2008
2007
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007
Proceedings of the Databases in Networked Information Systems, 5th International Workshop, 2007
Proceedings of the ACL 2007, 2007
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007
2006
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006
Proceedings of the 14th ACM International Conference on Multimedia, 2006
Proceedings of the 22nd International Conference on Data Engineering, 2006
Proceedings of the Database Systems for Advanced Applications, 2006
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006
2005
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005
Proceedings of the Database and Expert Systems Applications, 16th International Conference, 2005
2004
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004
Proceedings of the 16th International Conference on Scientific and Statistical Database Management (SSDBM 2004), 2004
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004
Proceedings of the 20th International Conference on Data Engineering, 2004
Proceedings of the Database Systems for Advances Applications, 2004
2003
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003
2002
Proceedings of the Second SIAM International Conference on Data Mining, 2002
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002