| 2026 | ACL | MALLM-GAN: Multi-Agent Large Language Model as Generative Adversarial Network for Synthesizing Tabular Data. | Yaobin Ling, Xiaoqian Jiang, Yejin Kim |
| 2025 | AIME | FSLearning: An Efficient Federated Split Learning Framework for Privacy-Preserving Disease Prediction. | Bin Li, Xiaoqian Jiang, Yu-Chun Hsu, Arif Ozgun Harmanci, Hongchang Gao, Xinghua Shi |
| 2025 | CCS | THOR: Secure Transformer Inference with Homomorphic Encryption. | Jungho Moon, Dongwoo Yoo, Xiaoqian Jiang, Miran Kim |
| 2025 | ICML | FedClean: A General Robust Label Noise Correction for Federated Learning. | Xiaoqian Jiang, Jing Zhang |
| 2024 | ICWS | Timeliness-Selective Incentive Federated Crowdsourcing. | Xiaoqian Jiang, Haiyang Diao, Cangqi Zhou, Jing Zhang |
| 2023 | CIKM | DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research. | Yu-Neng Chuang, Guanchu Wang, Chia-Yuan Chang, Kwei-Herng Lai, Daochen Zha, Ruixiang Tang, Fan Yang, Alfredo Costilla-Reyes, Kaixiong Zhou, Xiaoqian Jiang, Xia Hu |
| 2023 | ICASSP | Graph Representation Learning For Stroke Recurrence Prediction. | Nicholas Glaze, Artun Bayer, Xiaoqian Jiang, Sean I. Savitz, Santiago Segarra |
| 2022 | AMIA | Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring Privacy. | Leonard Dervishi, Xinyue Wang, Wentao Li, Anisa Halimi, Jaideep Vaidya, Xiaoqian Jiang, Erman Ayday |
| 2022 | AMIA | Fairly Predicting Graft Failure in Liver Transplant for Organ Assigning. | Sirui Ding, Ruixiang Tang, Daochen Zha, Na Zou, Kai Zhang, Xiaoqian Jiang, Xia Hu |
| 2022 | AMIA | Existing and emerging privacy challenges and solutions for federated data coordination. | Tsung-Ting Kuo, Xiaoqian Jiang, Hua Xu, Li Xiong, Lucila Ohno-Machado |
| 2021 | AMIA | The Combination of Graph Neuron Network and Multi-Task Learning Model for Cancer Drug Combination Prediction. | Kanglin Hsieh, Xiaoqian Jiang, Yejin Kim, Yu-Chun Hsu |
| 2021 | AMIA | Privacy-Preserving Federated Biomedical Data Analysis. | Xiaoqian Jiang, Luca Bonomi, Jaideep Vaidya, Li Xiong, Lucila Ohno-Machado |
| 2021 | CCS | De-identification of Unstructured Clinical Texts from Sequence to Sequence Perspective. | Md. Monowar Anjum, Noman Mohammed, Xiaoqian Jiang |
| 2020 | AMIA | Privacy-Preserving Methods for Vertically Partitioned Incomplete Data. | Yi Deng, Xiaoqian Jiang, Qi Long |
| 2020 | AMIA | The Open Health Natural Language Processing Collaboratory. | Hongfang Liu, Xiaoqian Jiang, Serguei V. S. Pakhomov, Chunhua Weng, Hua Xu |
| 2020 | AMIA | Deep Representation Learning of Patient Data from Electronic Health Records: A Systematic Review. | Yuqi Si, Jingcheng Du, Zhao Li, Xiaoqian Jiang, Timothy A. Miller, Fei Wang, W. Jim Zheng, Kirk Roberts |
| 2020 | DASC | Secure Count Query on Encrypted Heterogeneous Data. | Md Safiur Rahman Mahdi, Md. Nazmus Sadat, Noman Mohammed, Xiaoqian Jiang |
| 2020 | LREC | Dataset and Enhanced Model for Eligibility Criteria-to-SQL Semantic Parsing. | Xiaojing Yu, Tianlong Chen, Zhengjie Yu, Huiyu Li, Yang Yang, Xiaoqian Jiang, Anxiao Jiang |
| 2019 | AMIA | Protecting Patient Privacy in Survival Analyses. | Luca Bonomi, Xiaoqian Jiang, Lucila Ohno-Machado |
| 2019 | AMIA | VERTICOX: Vertically Distributed Cox Proportional Hazards Model. | Xiaoqian Jiang, Luca Bonomi, Lucila Ohno-Machado |
| 2019 | AMIA | Discriminative Sleep Patterns of Alzheimer's Disease via Tensor Factorization. | Yejin Kim, Xiaoqian Jiang, Luyao Chen, Xiaojin Li, Licong Cui |
| 2019 | CIKM | Privacy-Preserving Tensor Factorization for Collaborative Health Data Analysis. | Jing Ma, Qiuchen Zhang, Jian Lou, Joyce C. Ho, Li Xiong, Xiaoqian Jiang |
| 2018 | CCS | Secure Outsourced Matrix Computation and Application to Neural Networks. | Xiaoqian Jiang, Miran Kim, Kristin E. Lauter, Yongsoo Song |
| 2018 | PST | Privacy Preserving Probabilistic Record Linkage Without Trusted Third Party. | Ibrahim Lazrig, Toan C. Ong, Indrajit Ray, Indrakshi Ray, Xiaoqian Jiang, Jaideep Vaidya |
| 2017 | AMIA | Honoring Patient's Data Sharing Preferences: Implementation Challenges. | Elizabeth A. Bell, Diana Guijarro, Imho Jang, Wenhong Zhu, Tyler Bath, Gwangnoh Yun, Masud Rahman, Chao Jiang, Xiaoqian Jiang, Lucila Ohno-Machado, Hyeoneui Kim |
| 2017 | AMIA | MALTASE: a Mobile AppLication To improve patients' Access to their data Sharing preferencE. | Chao Jiang, Xiaoqian Jiang, Shuang Wang, Diana Guijarro, Elizabeth A. Bell, Imho Jang, Gwangnoh Yun, Masud Rahman, Lucila Ohno-Machado, Hyeoneui Kim |
| 2017 | AMIA | A Simple and Efficient Method for Private Exact Matching. | Le T. Phong, Xiaoqian Jiang, Shuang Wang |
| 2017 | AMIA | A Scalable Privacy-preserving Data Generation Methodology for Exploratory Analysis. | Jaideep Vaidya, Basit Shafiq, Muazzam Asani, Nabil R. Adam, Xiaoqian Jiang, Lucila Ohno-Machado |
| 2017 | AMIA | SCOTCH: Secure Counting Of encrypTed genomiC data using a Hybrid approach. | Chenghong Wang, Yichen Jiang, Feng Chen, Noman Mohammed, Xiaoqian Jiang, Md Momin Al Aziz, Md. Nazmus Sadat, Shuang Wang |
| 2017 | CIKM | DiagTree: Diagnostic Tree for Differential Diagnosis. | Yejin Kim, Jingyun Choi, Yosep Chong, Xiaoqian Jiang, Hwanjo Yu |
| 2017 | ICDE | A Mortality Study for ICU Patients Using Bursty Medical Events. | Luca Bonomi, Xiaoqian Jiang |
| 2017 | KDD | Federated Tensor Factorization for Computational Phenotyping. | Yejin Kim, Jimeng Sun, Hwanjo Yu, Xiaoqian Jiang |
| 2017 | PAKDD | Partitioning-Based Mechanisms Under Personalized Differential Privacy. | Haoran Li, Li Xiong, Zhanglong Ji, Xiaoqian Jiang |
| 2016 | AMIA | Linking patients with non-PHI data. | Luca Bonomi, Xiaoqian Jiang |
| 2016 | AMIA | PREMIX: PRivacy-preserving EstiMation of Individual admiXture. | Feng Chen, Michelle Dow, Sijie Ding, Yao Lu, Xiaoqian Jiang, Hua Tang, Shuang Wang |
| 2016 | AMIA | Computational Phenotyping Methods. | Yuan Luo, Jimeng Sun, Xiaoqian Jiang, Fei Wang |
| 2016 | AMIA | An Integrated Privacy Preserving Collaborative Analytics Platform: The PCORnet pSCANNER-PopMedNet TM Software Suite. | Michael E. Matheny, Dax M. Westerman, Laura Pearlman, Josh Gieringer, Xiaoqian Jiang, Claudiu Farcas, Tara K. Knight, Shuang Wang, Amy Perkins, Lucila Ohno-Machado, Bill Clarke, Daniella Meeker |
| 2016 | AMIA | Secure Record Linkage for Precision Medicine and Patient Centered Outcomes Research. | Daniella Meeker, Abel N. Kho, Toan C. Ong, Xiaoqian Jiang, Jason N. Doctor |
| 2016 | AMIA | Calibration of Predictive Models for Clinical Decision Making: Personalizing Prevention, Treatment, and Disease Progression. | Lucila Ohno-Machado, George Hripcsak, Michael E. Matheny, Yuan Wu, Xiaoqian Jiang |
| 2016 | AMIA | iCONCUR: informed CONsent for Clinical data and biosample Use for Research. | Lucila Ohno-Machado, Hyeon-Eui Kim, Elizabeth A. Bell, Xiaoqian Jiang, Dexter Friedman, Claudiu Farcas |
| 2015 | CIKM | Differentially Private Histogram Publication for Dynamic Datasets: an Adaptive Sampling Approach. | Haoran Li, Li Xiong, Xiaoqian Jiang, Jinfei Liu |
| 2015 | KDD | Fast and Robust Parallel SGD Matrix Factorization. | Jinoh Oh, Wook-Shin Han, Hwanjo Yu, Xiaoqian Jiang |
| 2014 | AMIA | Trends in Publication of Nursing Informatics Research. | Hyeoneui Kim, Lucila Ohno-Machado, Janet Oh, Xiaoqian Jiang |
| 2014 | AMIA | A Keyword Suggestion Strategy Based on Citation Networks. | Wei Wei, Shuang Wang, Xiaoqian Jiang, Lucila Ohno-Machado |
| 2014 | DCC | Multiscale Online Dictionary Learning for Quality Scalable Video Coding. | Xin Tang, Hongkai Xiong, Xiaoqian Jiang |
| 2014 | EDBT | Differentially Private Synthesization of Multi-Dimensional Data using Copula Functions. | Haoran Li, Li Xiong, Xiaoqian Jiang |
| 2013 | AMIA | When you can't tell when it hurts: a preliminary algorithm to assess pain in patients who can't communicate. | Shuang Wang, Xiaoqian Jiang, Robert E. El-Kareh, Jeeyae Choi, Hyeon-Eui Kim |
| 2013 | DCC | An Adaptive Difference Distribution-Based Coding with Hierarchical Tree Structure for DNA Sequence Compression. | Wenrui Dai, Hongkai Xiong, Xiaoqian Jiang, Lucila Ohno-Machado |
| 2013 | DCC | Genome Sequence Compression with Distributed Source Coding. | Shuang Wang, Xiaoqian Jiang, Lijuan Cui, Wenrui Dai, Nikos Deligiannis, Pinghao Li, Hongkai Xiong, Samuel Cheng, Lucila Ohno-Machado |
| 2012 | AMIA | Selecting Cases for Whom Additional Tests Can Improve Prognostication. | Xiaoqian Jiang, Jihoon Kim, Yuan Wu, Lucila Ohno-Machado |
| 2012 | AMIA | A Collaborative Framework for Distributed Privacy-Preserving Support Vector Machine Learning. | Jialan Que, Xiaoqian Jiang, Lucila Ohno-Machado |
| 2012 | AMIA | Institutional Privacy-preserving Distributed binary Logistic Regression (IPDLR). | Yuan Wu, Xiaoqian Jiang, Lucila Ohno-Machado |
| 2012 | ICIP | Semi-supervised object recognition using structure kernel. | Botao Wang, Hongkai Xiong, Xiaoqian Jiang, Fan Ling |
| 2012 | ICML | Predicting accurate probabilities with a ranking loss. | Aditya Krishna Menon, Xiaoqian Jiang, Shankar Vembu, Charles Elkan, Lucila Ohno-Machado |
| 2012 | VCIP | Shape-oriented segmentation with graph matching corroboration for silhouette tracking. | Qingxiang Zhu, Hongkai Xiong, Xiaoqian Jiang |
| 2010 | ECAI | Adaptive Gaussian Process for Short-Term Wind Speed Forecasting. | Xiaoqian Jiang, Bing Dong, Le Xie, Latanya Sweeney |
| 2010 | ICIP | Structure preserving semantic coherent object segmentation. | Xiaoqian Jiang, Qi Wu, Peng Tao, Latanya Sweeney |
| 2009 | ICML | Sparse higher order conditional random fields for improved sequence labeling. | Xian Qian, Xiaoqian Jiang, Qi Zhang, Xuanjing Huang, Lide Wu |
| 2007 | ICIP | New Directions in Contact Free Hand Recognition. | Xiaoqian Jiang, Wanhong Xu, Latanya Sweeney, Yiheng Li, Ralph Gross, Daniel Yurovsky |
| 2006 | PAKDD | Privacy-Preserving SVM Classification on Vertically Partitioned Data. | Hwanjo Yu, Jaideep Vaidya, Xiaoqian Jiang |
| 2006 | SAC | Privacy-preserving SVM using nonlinear kernels on horizontally partitioned data. | Hwanjo Yu, Xiaoqian Jiang, Jaideep Vaidya |
| 2005 | SIGGRAPH | Exploring volume rendering with path tracing. | Scott Davis, Xiaoqian Jiang, Greg Nichols, James Cremer |
| 2005 | SIGGRAPH | Robust automatic optic disk segmentation. | Xiaoqian Jiang, Young H. Kwon, Lee M. Alward, Michael D. Abrmoff |