Houping Xiao

Orcid: 0000-0002-6981-8842

According to our database¹, Houping Xiao authored at least 37 papers between 2015 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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PhD thesis

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On csauthors.net:

Bibliography

2024

Predicting digital product performance with team composition features derived from a graph network.

[BibT_eX]

[DOI]

Houping Xiao

Yusen Xia

Aaron Baird

Decis. Support Syst., 2024

MedDiffusion: Boosting Health Risk Prediction via Diffusion-based Data Augmentation.

[BibT_eX]

[DOI]

Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Asymmetric Mutual Learning for Decentralized Federated Medical Imaging.

[BibT_eX]

[DOI]

Jiaqi Wang

Houping Xiao

Fenglong Ma

Proceedings of the 15th ACM International Conference on Bioinformatics, 2024

2023

A Joint Maximum Likelihood Estimation Framework for Truth Discovery: A Unified Perspective.

[BibT_eX]

[DOI]

Houping Xiao

Shiyu Wang

IEEE Trans. Knowl. Data Eng., June, 2023

Knowledge-Enhanced Semi-Supervised Federated Learning for Aggregating Heterogeneous Lightweight Clients in IoT.

[BibT_eX]

[DOI]

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

2022

Toward Quality of Information Aware Distributed Machine Learning.

[BibT_eX]

[DOI]

Houping Xiao

Shiyu Wang

ACM Trans. Knowl. Discov. Data, 2022

MedAttacker: Exploring Black-Box Adversarial Attacks on Risk Prediction Models in Healthcare.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.

[BibT_eX]

[DOI]

CoRR, 2021

FedTriNet: A Pseudo Labeling Method with Three Players for Federated Semi-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

FedSemi: An Adaptive Federated Semi-Supervised Learning Framework.

[BibT_eX]

[DOI]

CoRR, 2020

Rare Disease Prediction by Generating Quality-Assured Electronic Health Records.

[BibT_eX]

[DOI]

Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

Towards Differentially Private Truth Discovery for Crowd Sensing Systems.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

Toward Effective Mobile Promotion: A Survey of Mobile Prediction Techniques and Applications.

[BibT_eX]

[DOI]

Kai Zhao

Houping Xiao

Arun Rai

Proceedings of the 26th Americas Conference on Information Systems, 2020

2019

Privacy-Preserving Truth Discovery in Crowd Sensing Systems.

[BibT_eX]

[DOI]

ACM Trans. Sens. Networks, 2019

Towards Confidence Interval Estimation in Truth Discovery.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Incorporating medical code descriptions for diagnosis prediction in healthcare.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2019

IProWA: A Novel Probabilistic Graphical Model for Crowdsourcing Aggregation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Incentive Mechanism for Privacy-Aware Data Aggregation in Mobile Crowd Sensing Systems.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2018

Towards Data Poisoning Attacks in Crowd Sensing Systems.

[BibT_eX]

[DOI]

Proceedings of the Nineteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2018

eOTD: An Efficient Online Tucker Decomposition for Higher Order Tensors.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Developing synthesis flows without human knowledge.

[BibT_eX]

[DOI]

Cunxi Yu

Houping Xiao

Giovanni De Micheli

Proceedings of the 55th Annual Design Automation Conference, 2018

KAME: Knowledge-based Attention Model for Diagnosis Prediction in Healthcare.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

A General Framework for Diagnosis Prediction via Incorporating Medical Code Descriptions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

Detecting Malicious Behavior in Computer Networks via Cost-Sensitive and Connectivity Constrained Classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Learning Temporal State of Diabetes Patients via Combining Behavioral and Demographic Data.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Unsupervised Discovery of Drug Side-Effects from Heterogeneous Data Sources.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2016

Tackling the Redundancy and Sparsity in Crowd Sensing Applications.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems, SenSys 2016, 2016

INCEPTION: incentivizing privacy-preserving data aggregation for mobile crowd sensing systems.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2016

A Truth Discovery Approach with Theoretical Guarantee.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Towards Confidence in the Truth: A Bootstrapping based Truth Discovery Approach.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Influence-Aware Truth Discovery.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Temporal Multi-View Inconsistency Detection for Network Traffic Analysis.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Cloud-Enabled Privacy-Preserving Truth Discovery in Crowd Sensing Systems.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

Believe It Today or Tomorrow? Detecting Untrustworthy Information from Dynamic Multi-Source Data.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Multi-source Information Trustworthiness Analysis.

[BibT_eX]

[DOI]

Houping Xiao

Jing Gao

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

DRN: Bringing Greedy Layer-Wise Training into Time Dimension.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Houping Xiao

Timeline

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