Houping Xiao

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 35

Top Topics

Supervised Learning

Heterogeneous Data

Electronic Health Records

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

Yuan Zhong, Suhan Cui, Jiaqi Wang, Xiaochen Wang, Ziyi Yin, Yaqing Wang, Houping Xiao, Mengdi Huai, Ting Wang, Fenglong Ma
MedDiffusion: Boosting Health Risk Prediction via Diffusion-based Data Augmentation. SDM (2024)
Houping Xiao, Yusen Xia, Aaron Baird
Predicting digital product performance with team composition features derived from a graph network. Decis. Support Syst. 183 (2024)
Jiaqi Wang, Shenglai Zeng, Zewei Long, Yaqing Wang, Houping Xiao, Fenglong Ma
Knowledge-Enhanced Semi-Supervised Federated Learning for Aggregating Heterogeneous Lightweight Clients in IoT. CoRR (2023)
Houping Xiao, Shiyu Wang
A Joint Maximum Likelihood Estimation Framework for Truth Discovery: A Unified Perspective. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Yuan Zhong, Suhan Cui, Jiaqi Wang, Xiaochen Wang, Ziyi Yin, Yaqing Wang, Houping Xiao, Mengdi Huai, Ting Wang, Fenglong Ma
MedDiffusion: Boosting Health Risk Prediction via Diffusion-based Data Augmentation. CoRR (2023)
Jiaqi Wang, Shenglai Zeng, Zewei Long, Yaqing Wang, Houping Xiao, Fenglong Ma
Knowledge-Enhanced Semi-Supervised Federated Learning for Aggregating Heterogeneous Lightweight Clients in IoT. SDM (2023)
Houping Xiao, Shiyu Wang
Toward Quality of Information Aware Distributed Machine Learning. ACM Trans. Knowl. Discov. Data 16 (6) (2022)
Muchao Ye, Junyu Luo, Guanjie Zheng, Cao Xiao, Houping Xiao, Ting Wang, Fenglong Ma
MedAttacker: Exploring Black-Box Adversarial Attacks on Risk Prediction Models in Healthcare. BIBM (2022)
Liwei Che, Zewei Long, Jiaqi Wang, Yaqing Wang, Houping Xiao, Fenglong Ma
FedTriNet: A Pseudo Labeling Method with Three Players for Federated Semi-supervised Learning. IEEE BigData (2021)
Liwei Che, Zewei Long, Jiaqi Wang, Yaqing Wang, Houping Xiao, Fenglong Ma
FedTriNet: A Pseudo Labeling Method with Three Players for Federated Semi-supervised Learning. CoRR (2021)
Zewei Long, Jiaqi Wang, Yaqing Wang, Houping Xiao, Fenglong Ma
FedCon: A Contrastive Framework for Federated Semi-Supervised Learning. CoRR (2021)
Fenglong Ma, Yaqing Wang, Jing Gao, Houping Xiao, Jing Zhou
Rare Disease Prediction by Generating Quality-Assured Electronic Health Records. SDM (2020)
Yaliang Li, Houping Xiao, Zhan Qin, Chenglin Miao, Lu Su, Jing Gao, Kui Ren, Bolin Ding
Towards Differentially Private Truth Discovery for Crowd Sensing Systems. ICDCS (2020)
Kai Zhao, Houping Xiao, Arun Rai
Toward Effective Mobile Promotion: A Survey of Mobile Prediction Techniques and Applications. AMCIS (2020)
Zewei Long, Liwei Che, Yaqing Wang, Muchao Ye, Junyu Luo, Jinze Wu, Houping Xiao, Fenglong Ma
FedSemi: An Adaptive Federated Semi-Supervised Learning Framework. CoRR (2020)
Tianqi Wang, Houping Xiao, Fenglong Ma, Jing Gao
IProWA: A Novel Probabilistic Graphical Model for Crowdsourcing Aggregation. IEEE BigData (2019)
Chenglin Miao, Wenjun Jiang, Lu Su, Yaliang Li, Suxin Guo, Zhan Qin, Houping Xiao, Jing Gao, Kui Ren
Privacy-Preserving Truth Discovery in Crowd Sensing Systems. ACM Trans. Sens. Networks 15 (1) (2019)
Houping Xiao, Jing Gao, Qi Li, Fenglong Ma, Lu Su, Yunlong Feng, Aidong Zhang
Towards Confidence Interval Estimation in Truth Discovery. IEEE Trans. Knowl. Data Eng. 31 (3) (2019)
Fenglong Ma, Yaqing Wang, Houping Xiao, Ye Yuan, Radha Chitta, Jing Zhou, Jing Gao
Incorporating medical code descriptions for diagnosis prediction in healthcare. BMC Medical Informatics Decis. Mak. (6) (2019)
Cunxi Yu, Houping Xiao, Giovanni De Micheli
Developing Synthesis Flows Without Human Knowledge. CoRR (2018)
Fenglong Ma, Yaqing Wang, Houping Xiao, Ye Yuan, Radha Chitta, Jing Zhou, Jing Gao
A General Framework for Diagnosis Prediction via Incorporating Medical Code Descriptions. BIBM (2018)
Fenglong Ma, Quanzeng You, Houping Xiao, Radha Chitta, Jing Zhou, Jing Gao
KAME: Knowledge-based Attention Model for Diagnosis Prediction in Healthcare. CIKM (2018)
Chenglin Miao, Qi Li, Houping Xiao, Wenjun Jiang, Mengdi Huai, Lu Su
Towards Data Poisoning Attacks in Crowd Sensing Systems. MobiHoc (2018)
Cunxi Yu, Houping Xiao, Giovanni De Micheli
Developing synthesis flows without human knowledge. DAC (2018)
Yaliang Li, Houping Xiao, Zhan Qin, Chenglin Miao, Lu Su, Jing Gao, Kui Ren, Bolin Ding
Towards Differentially Private Truth Discovery for Crowd Sensing Systems. CoRR (2018)
Haiming Jin, Lu Su, Houping Xiao, Klara Nahrstedt
Incentive Mechanism for Privacy-Aware Data Aggregation in Mobile Crowd Sensing Systems. IEEE/ACM Trans. Netw. 26 (5) (2018)
Houping Xiao, Fei Wang, Fenglong Ma, Jing Gao
eOTD: An Efficient Online Tucker Decomposition for Higher Order Tensors. ICDM (2018)
Houping Xiao, Jing Gao, Long H. Vu, Deepak S. Turaga
Learning Temporal State of Diabetes Patients via Combining Behavioral and Demographic Data. KDD (2017)
Fenglong Ma, Chuishi Meng, Houping Xiao, Qi Li, Jing Gao, Lu Su, Aidong Zhang
Unsupervised Discovery of Drug Side-Effects from Heterogeneous Data Sources. KDD (2017)
Houping Xiao, Jing Gao, Long H. Vu, Deepak S. Turaga
Detecting Malicious Behavior in Computer Networks via Cost-Sensitive and Connectivity Constrained Classification. SDM (2017)
Chuishi Meng, Houping Xiao, Lu Su, Yun Cheng
Tackling the Redundancy and Sparsity in Crowd Sensing Applications. SenSys (2016)
Houping Xiao, Jing Gao, Zhaoran Wang, Shiyu Wang, Lu Su, Han Liu
A Truth Discovery Approach with Theoretical Guarantee. KDD (2016)
Haiming Jin, Lu Su, Houping Xiao, Klara Nahrstedt
INCEPTION: incentivizing privacy-preserving data aggregation for mobile crowd sensing systems. MobiHoc (2016)
Hengtong Zhang, Qi Li, Fenglong Ma, Houping Xiao, Yaliang Li, Jing Gao, Lu Su
Influence-Aware Truth Discovery. CIKM (2016)
Houping Xiao, Jing Gao, Qi Li, Fenglong Ma, Lu Su, Yunlong Feng, Aidong Zhang
Towards Confidence in the Truth: A Bootstrapping based Truth Discovery Approach. KDD (2016)
Chenglin Miao, Wenjun Jiang, Lu Su, Yaliang Li, Suxin Guo, Zhan Qin, Houping Xiao, Jing Gao, Kui Ren
Cloud-Enabled Privacy-Preserving Truth Discovery in Crowd Sensing Systems. SenSys (2015)
Houping Xiao, Jing Gao
Multi-source Information Trustworthiness Analysis. ICDM Workshops (2015)
Houping Xiao, Yaliang Li, Jing Gao, Fei Wang, Liang Ge, Wei Fan, Long H. Vu, Deepak S. Turaga
Believe It Today or Tomorrow? Detecting Untrustworthy Information from Dynamic Multi-Source Data. SDM (2015)
Xiaoyi Li, Xiaowei Jia, Hui Li, Houping Xiao, Jing Gao, Aidong Zhang
DRN: Bringing Greedy Layer-Wise Training into Time Dimension. ICDM (2015)
Houping Xiao, Jing Gao, Deepak S. Turaga, Long H. Vu, Alain Biem
Temporal Multi-View Inconsistency Detection for Network Traffic Analysis. WWW (Companion Volume) (2015)