| 2024 | EMNLP | FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models. | Xiaochen Wang, Jiaqi Wang, Houping Xiao, Jinghui Chen, Fenglong Ma |
| 2024 | SDM | MedDiffusion: Boosting Health Risk Prediction via Diffusion-based Data Augmentation. | Yuan Zhong, Suhan Cui, Jiaqi Wang, Xiaochen Wang, Ziyi Yin, Yaqing Wang, Houping Xiao, Mengdi Huai, Ting Wang, Fenglong Ma |
| 2023 | SDM | Knowledge-Enhanced Semi-Supervised Federated Learning for Aggregating Heterogeneous Lightweight Clients in IoT. | Jiaqi Wang, Shenglai Zeng, Zewei Long, Yaqing Wang, Houping Xiao, Fenglong Ma |
| 2020 | ICDCS | Towards Differentially Private Truth Discovery for Crowd Sensing Systems. | Yaliang Li, Houping Xiao, Zhan Qin, Chenglin Miao, Lu Su, Jing Gao, Kui Ren, Bolin Ding |
| 2020 | SDM | Rare Disease Prediction by Generating Quality-Assured Electronic Health Records. | Fenglong Ma, Yaqing Wang, Jing Gao, Houping Xiao, Jing Zhou |
| 2018 | CIKM | KAME: Knowledge-based Attention Model for Diagnosis Prediction in Healthcare. | Fenglong Ma, Quanzeng You, Houping Xiao, Radha Chitta, Jing Zhou, Jing Gao |
| 2018 | DAC | Developing synthesis flows without human knowledge. | Cunxi Yu, Houping Xiao, Giovanni De Micheli |
| 2018 | ICDM | eOTD: An Efficient Online Tucker Decomposition for Higher Order Tensors. | Houping Xiao, Fei Wang, Fenglong Ma, Jing Gao |
| 2018 | MOBIHOC | Towards Data Poisoning Attacks in Crowd Sensing Systems. | Chenglin Miao, Qi Li, Houping Xiao, Wenjun Jiang, Mengdi Huai, Lu Su |
| 2017 | KDD | Unsupervised Discovery of Drug Side-Effects from Heterogeneous Data Sources. | Fenglong Ma, Chuishi Meng, Houping Xiao, Qi Li, Jing Gao, Lu Su, Aidong Zhang |
| 2017 | KDD | Learning Temporal State of Diabetes Patients via Combining Behavioral and Demographic Data. | Houping Xiao, Jing Gao, Long H. Vu, Deepak S. Turaga |
| 2017 | SDM | Detecting Malicious Behavior in Computer Networks via Cost-Sensitive and Connectivity Constrained Classification. | Houping Xiao, Jing Gao, Long H. Vu, Deepak S. Turaga |
| 2016 | CIKM | Influence-Aware Truth Discovery. | Hengtong Zhang, Qi Li, Fenglong Ma, Houping Xiao, Yaliang Li, Jing Gao, Lu Su |
| 2016 | KDD | Towards Confidence in the Truth: A Bootstrapping based Truth Discovery Approach. | Houping Xiao, Jing Gao, Qi Li, Fenglong Ma, Lu Su, Yunlong Feng, Aidong Zhang |
| 2016 | KDD | A Truth Discovery Approach with Theoretical Guarantee. | Houping Xiao, Jing Gao, Zhaoran Wang, Shiyu Wang, Lu Su, Han Liu |
| 2016 | MOBIHOC | INCEPTION: incentivizing privacy-preserving data aggregation for mobile crowd sensing systems. | Haiming Jin, Lu Su, Houping Xiao, Klara Nahrstedt |
| 2016 | SENSYS | Tackling the Redundancy and Sparsity in Crowd Sensing Applications. | Chuishi Meng, Houping Xiao, Lu Su, Yun Cheng |
| 2015 | ICDM | DRN: Bringing Greedy Layer-Wise Training into Time Dimension. | Xiaoyi Li, Xiaowei Jia, Hui Li, Houping Xiao, Jing Gao, Aidong Zhang |
| 2015 | ICDM | Multi-source Information Trustworthiness Analysis. | Houping Xiao, Jing Gao |
| 2015 | WWW | Temporal Multi-View Inconsistency Detection for Network Traffic Analysis. | Houping Xiao, Jing Gao, Deepak S. Turaga, Long H. Vu, Alain Biem |
| 2015 | SENSYS | Cloud-Enabled Privacy-Preserving Truth Discovery in Crowd Sensing Systems. | Chenglin Miao, Wenjun Jiang, Lu Su, Yaliang Li, Suxin Guo, Zhan Qin, Houping Xiao, Jing Gao, Kui Ren |
| 2015 | SDM | Believe It Today or Tomorrow? Detecting Untrustworthy Information from Dynamic Multi-Source Data. | Houping Xiao, Yaliang Li, Jing Gao, Fei Wang, Liang Ge, Wei Fan, Long H. Vu, Deepak S. Turaga |