Li Xiong
Orcid: 0000-0001-7354-0428Affiliations:
- Emory University, Atlanta, GA, USA
- Georgia Institute of Technology, College of Computing, Atlanta, GA, USA (PhD 2005)
According to our database1,
Li Xiong
authored at least 237 papers
between 2002 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
-
on dl.acm.org
On csauthors.net:
Bibliography
2024
Leveraging Simulation Data to Understand Bias in Predictive Models of Infectious Disease Spread.
ACM Trans. Spatial Algorithms Syst., June, 2024
ACM Trans. Spatial Algorithms Syst., June, 2024
Proc. VLDB Endow., March, 2024
DPDR: Gradient Decomposition and Reconstruction for Differentially Private Deep Learning.
CoRR, 2024
HRNet: Differentially Private Hierarchical and Multi-Resolution Network for Human Mobility Data Synthesization.
CoRR, 2024
CoRR, 2024
CoRR, 2024
Proceedings of the ACM on Web Conference 2024, 2024
Unified Modeling and Clustering of Mobility Trajectories with Spatiotemporal Point Processes.
Proceedings of the 2024 SIAM International Conference on Data Mining, 2024
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Proceedings of the Data and Applications Security and Privacy XXXVIII, 2024
IGAMT: Privacy-Preserving Electronic Health Record Synthesization with Heterogeneity and Irregularity.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Proc. VLDB Endow., 2023
Proc. ACM Manag. Data, 2023
Comparison of time series clustering methods for identifying novel subphenotypes of patients with infection.
J. Am. Medical Informatics Assoc., 2023
CoRR, 2023
DP-BREM: Differentially-Private and Byzantine-Robust Federated Learning with Client Momentum.
CoRR, 2023
Proceedings of the ACM Web Conference 2023, 2023
Proceedings of the 5th IEEE International Conference on Trust, 2023
Interpretation Attacks and Defenses on Predictive Models Using Electronic Health Records.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023
MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning for Computational Phenotyping.
Proceedings of the Machine Learning for Health, 2023
Proceedings of the 24th IEEE International Conference on Mobile Data Management, 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the Data and Applications Security and Privacy XXXVII, 2023
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Personalized Differentially Private Federated Learning without Exposing Privacy Budgets.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
ACM Trans. Spatial Algorithms Syst., June, 2022
Generating Adversarial Examples With Distance Constrained Adversarial Imitation Networks.
IEEE Trans. Dependable Secur. Comput., 2022
CoRR, 2022
CoRR, 2022
CoRR, 2022
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
L-SRR: Local Differential Privacy for Location-Based Services with Staircase Randomized Response.
Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022
Existing and emerging privacy challenges and solutions for federated data coordination.
Proceedings of the AMIA 2022, 2022
2021
IEEE Trans. Knowl. Data Eng., 2021
IEEE Trans. Knowl. Data Eng., 2021
Proc. VLDB Endow., 2021
Proc. VLDB Endow., 2021
Proc. VLDB Endow., 2021
Benchmarking blockchain-based gene-drug interaction data sharing methods: A case study from the iDASH 2019 secure genome analysis competition blockchain track.
Int. J. Medical Informatics, 2021
Contextual Multi-View Query Learning for Short Text Classification in User-Generated Data.
CoRR, 2021
PRECAD: Privacy-Preserving and Robust Federated Learning via Crypto-Aided Differential Privacy.
CoRR, 2021
CoRR, 2021
CrowdTeacher: Robust Co-teaching with Noisy Answers & Sample-specific Perturbations for Tabular Data.
CoRR, 2021
An Analysis Of Protected Health Information Leakage In Deep-Learning Based De-Identification Algorithms.
CoRR, 2021
Communication Efficient Federated Generalized Tensor Factorization for Collaborative Health Data Analytics.
Proceedings of the WWW '21: The Web Conference 2021, 2021
View Distillation with Unlabeled Data for Extracting Adverse Drug Effects from User-Generated Data.
Proceedings of the Sixth Social Media Mining for Health Workshop and Shared Task, 2021
CrowdTeacher: Robust Co-teaching with Noisy Answers and Sample-Specific Perturbations for Tabular Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the IEEE International Conference on Data Mining, 2021
Proceedings of the 37th IEEE International Conference on Data Engineering Workshops, 2021
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021
REACT: Real-Time Contact Tracing and Risk Monitoring via Privacy-Enhanced Mobile Tracking.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Fraud Buster: Tracking IRSF Using Blockchain While Protecting Business Confidentiality.
Proceedings of the 11th Conference on Innovative Data Systems Research, 2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
IEEE Trans. Knowl. Data Eng., 2020
REACT: real-time contact tracing and risk monitoring using privacy-enhanced mobile tracking.
ACM SIGSPATIAL Special, 2020
The 28th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2020): virtual, online, USA November 3-6, 2020: conference report.
ACM SIGSPATIAL Special, 2020
Proc. VLDB Endow., 2020
J. Am. Medical Informatics Assoc., 2020
PCKV: Locally Differentially Private Correlated Key-Value Data Collection with Optimized Utility.
Proceedings of the 29th USENIX Security Symposium, 2020
Proceedings of the IEEE International Conference on Smart Data Services, 2020
RADAR: Recurrent Autoencoder Based Detector for Adversarial Examples on Temporal EHR.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020
Proceedings of the Computer Security - ESORICS 2020, 2020
Proceedings of the Data and Applications Security and Privacy XXXIV, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Robust Irregular Tensor Factorization and Completion for Temporal Health Data Analysis.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Utilizing Multimodal Feature Consistency to Detect Adversarial Examples on Clinical Summaries.
Proceedings of the 3rd Clinical Natural Language Processing Workshop, 2020
2019
IEEE Trans. Knowl. Data Eng., 2019
Errata on "Quantifying Differential Privacy in Continuous Data Release under Temporal Correlations".
IEEE Trans. Knowl. Data Eng., 2019
Quantifying Differential Privacy in Continuous Data Release Under Temporal Correlations.
IEEE Trans. Knowl. Data Eng., 2019
IEEE Trans. Dependable Secur. Comput., 2019
The 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2018) Seattle, Washington, USA November 6-9, 2018: conference report.
ACM SIGSPATIAL Special, 2019
PriSTE: Protecting Spatiotemporal Event Privacy in Continuous Location-Based Services.
Proc. VLDB Endow., 2019
Effcient logging and querying for Blockchain-based cross-site genomic dataset access audit.
CoRR, 2019
Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
Supporting Both Range Queries and Frequency Estimation with Local Differential Privacy.
Proceedings of the 7th IEEE Conference on Communications and Network Security, 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
2018
Proceedings of the Handbook of Dynamic Data Driven Applications Systems., 2018
Selecting Optimal Subset to Release Under Differentially Private M-Estimators from Hybrid Datasets.
IEEE Trans. Knowl. Data Eng., 2018
IEEE Trans. Knowl. Data Eng., 2018
IEEE Trans. Knowl. Data Eng., 2018
ConTPL: Controlling Temporal Privacy Leakage in Differentially Private Continuous Data Release.
Proc. VLDB Endow., 2018
Optimal group route query: Finding itinerary for group of users in spatial databases.
GeoInformatica, 2018
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018
Proceedings of the 19th IEEE International Conference on Mobile Data Management, 2018
Privacy-Preserving Online Task Assignment in Spatial Crowdsourcing with Untrusted Server.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
2017
IEEE Trans. Dependable Secur. Comput., 2017
Proc. VLDB Endow., 2017
Proc. VLDB Endow., 2017
Proceedings of the Advances in Spatial and Temporal Databases, 2017
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017
Proceedings of the Data and Applications Security and Privacy XXXI, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
2016
Trans. Data Priv., 2016
CoRR, 2016
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016
Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016
Enabling mutually private location proximity services in smart cities: A comparative assessment.
Proceedings of the IEEE International Smart Cities Conference, 2016
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016
Proceedings of the 2016 AAAI Fall Symposia, Arlington, Virginia, USA, November 17-19, 2016, 2016
2015
Foreword for the special issue of selected papers from the 7th EDBT/ICDT Workshop on Privacy and Anonymity in Information Society (PAIS 2014).
Trans. Data Priv., 2015
Participant Privacy in Mobile Crowd Sensing Task Management: A Survey of Methods and Challenges.
SIGMOD Rec., 2015
WebDISCO: a web service for distributed cox model learning without patient-level data sharing.
J. Am. Medical Informatics Assoc., 2015
Proceedings of the Biomedical Data Management and Graph Online Querying, 2015
Proceedings of the Advances in Spatial and Temporal Databases, 2015
Differentially private frequent sequence mining via sampling-based candidate pruning.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015
Security and Privacy Dimensions in Next Generation DDDAS/Infosymbiotic Systems: A Position Paper.
Proceedings of the International Conference on Computational Science, 2015
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015
Privacy-preserving inference of social relationships from location data: a vision paper.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015
Proceedings of the Workshops of the EDBT/ICDT 2015 Joint Conference (EDBT/ICDT), 2015
Harnessing personal data from Internet of Things: Privacy enhancing dynamic information monitoring.
Proceedings of the 2015 International Conference on Collaboration Technologies and Systems, 2015
Proceedings of the 5th ACM Conference on Data and Application Security and Privacy, 2015
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
Differentially Private Histogram Publication for Dynamic Datasets: an Adaptive Sampling Approach.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications Security, 2015
Proceedings of the Medical Data Privacy Handbook, 2015
Proceedings of the Medical Data Privacy Handbook, 2015
2014
IEEE Trans. Knowl. Data Eng., 2014
DPCube: Differentially Private Histogram Release through Multidimensional Partitioning.
Trans. Data Priv., 2014
DPSynthesizer: Differentially Private Data Synthesizer for Privacy Preserving Data Sharing.
Proc. VLDB Endow., 2014
Proceedings of the 23rd International World Wide Web Conference, 2014
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014
Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014
A Quantitative Approach for Evaluating the Utility of a Differentially Private Behavioral Science Dataset.
Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014
Proceedings of the International Conference on Computational Science, 2014
Differentially Private Synthesization of Multi-Dimensional Data using Copula Functions.
Proceedings of the 17th International Conference on Extending Database Technology, 2014
Proceedings of the Data and Applications Security and Privacy XXVIII, 2014
2013
J. Am. Medical Informatics Assoc., 2013
FAST: differentially private real-time aggregate monitor with filtering and adaptive sampling.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013
Differentially Private Anomaly Detection with a Case Study on Epidemic Outbreak Detection.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013
Predict: Privacy and Security Enhancing Dynamic Information Collection and Monitoring.
Proceedings of the International Conference on Computational Science, 2013
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013
Proceedings of the Data and Applications Security and Privacy XXVII, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
2012
IEEE Trans. Serv. Comput., 2012
Online query answering with differential privacy: a utility-driven approach using Bayesian inference
CoRR, 2012
DPCube: Differentially Private Histogram Release through Multidimensional Partitioning
CoRR, 2012
Proceedings of the Eighth International Conference on Semantics, Knowledge and Grids, 2012
Proceedings of the ACM International Health Informatics Symposium, 2012
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 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 PASSAT/SocialCom 2011, Privacy, 2011
2010
Proceedings of the Emergent Web Intelligence: Advanced Information Retrieval, 2010
Proceedings of the 19th International Conference on World Wide Web, 2010
Proceedings of the Secure Data Management, 7th VLDB Workshop, SDM 2010, Singapore, 2010
An evaluation of feature sets and sampling techniques for de-identification of medical records.
Proceedings of the ACM International Health Informatics Symposium, 2010
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
2009
IEEE Trans. Knowl. Data Eng., 2009
Data Knowl. Eng., 2009
Proceedings of the EDBT 2009, 2009
Proceedings of the Database and Expert Systems Applications, 20th International Conference, 2009
Distributed Anonymization: Achieving Privacy for Both Data Subjects and Data Providers.
Proceedings of the Data and Applications Security XXIII, 2009
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
2008
Report on international workshop on privacy and anonymity in the information society (PAIS 2008).
SIGMOD Rec., 2008
Proc. VLDB Endow., 2008
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2008, 2008
Proceedings of the Computational Science, 2008
Proceedings of the Second Ph.D. Workshop in CIKM, 2008
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008
Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008
2007
ACM Trans. Internet Techn., 2007
SIGMOD Rec., 2007
Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007
Proceedings of the 3rd International Conference on Collaborative Computing: Networking, 2007
2006
NNexus: Towards an Automatic Linker for a Massively-Distributed Collaborative Corpus.
Proceedings of the 2nd International ICST Conference on Collaborative Computing: Networking, 2006
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006
2005
TrustGuard: countering vulnerabilities in reputation management for decentralized overlay networks.
Proceedings of the 14th international conference on World Wide Web, 2005
Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005
Proceedings of the 25th International Conference on Distributed Computing Systems (ICDCS 2005), 2005
2004
PeerTrust: Supporting Reputation-Based Trust for Peer-to-Peer Electronic Communities.
IEEE Trans. Knowl. Data Eng., 2004
2003
Proceedings of the Proceedings 4th ACM Conference on Electronic Commerce (EC-2003), 2003
2002
SIGMOD Rec., 2002