Li Xiong
Emory & Henry College
H-index: 52
North America-United States
Top articles of Li Xiong
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Unified Modeling and Clustering of Mobility Trajectories with Spatiotemporal Point Processes | Haowen Lin Yao-Yi Chiang Li Xiong Cyrus Shahabi | 2024 | |
IGAMT: Privacy-Preserving Electronic Health Record Synthesization with Heterogeneity and Irregularity | Proceedings of the AAAI Conference on Artificial Intelligence | Wenjie Wang Pengfei Tang Jian Lou Yuanming Shao Lance Waller | 2024/3/24 |
DPAR: Decoupled Graph Neural Networks with Node-Level Differential Privacy | Qiuchen Zhang Hong kyu Lee Jing Ma Jian Lou Carl Yang | 2024 | |
PreCurious: How Innocent Pre-Trained Language Models Turn into Privacy Traps | arXiv preprint arXiv:2403.09562 | Ruixuan Liu Tianhao Wang Yang Cao Li Xiong | 2024/3/14 |
Cross-silo Federated Learning with Record-level Personalized Differential Privacy | arXiv preprint arXiv:2401.16251 | Junxu Liu Jian Lou Li Xiong Jinfei Liu Xiaofeng Meng | 2024/1/29 |
Contrastive Unlearning: A Contrastive Approach to Machine Unlearning | arXiv preprint arXiv:2401.10458 | Qiuchen Zhang Carl Yang Jian Lou Li Xiong | 2024/1/19 |
Advancing differential privacy: Where we are now and future directions for real-world deployment | Rachel Cummings Damien Desfontaines David Evans Roxana Geambasu Yangsibo Huang | 2024/1/16 | |
Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model | AAAI'23: Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence | Yixuan Liu Suyun Zhao Li Xiong Yuhan Liu Hong Chen | 2023/4/11 |
DP-BREM: Differentially-Private and Byzantine-Robust Federated Learning with Client Momentum | arXiv preprint arXiv:2306.12608 | Xiaolan Gu Ming Li Li Xiong | 2023/6/22 |
ULDP-FL: Federated Learning with Across Silo User-Level Differential Privacy | arXiv preprint arXiv:2308.12210 | Fumiyuki Kato Li Xiong Shun Takagi Yang Cao Masatoshi Yoshikawa | 2023/8/23 |
Supporting Pandemic Preparedness with Privacy Enhancing Technology | Ruixuan Liu Sepanta Zeighami Haowen Lin Cyrus Shahabi Yang Cao | 2023/11/1 | |
Dynamic shapley value computation | Jiayao Zhang Haocheng Xia Qiheng Sun Jinfei Liu Li Xiong | 2023/4/3 | |
Towards mobility data science (vision paper) | arXiv preprint arXiv:2307.05717 | Mohamed Mokbel Mahmoud Sakr Li Xiong Andreas Züfle Jussara Almeida | 2023/6/21 |
Shapleyfl: Robust federated learning based on shapley value | Qiheng Sun Xiang Li Jiayao Zhang Li Xiong Weiran Liu | 2023/8/6 | |
Personalized Differentially Private Federated Learning without Exposing Privacy Budgets | Junxu Liu Jian Lou Li Xiong Xiaofeng Meng | 2023/10/21 | |
EulerFD: An Efficient Double-Cycle Approximation of Functional Dependencies | Qiongqiong Lin Yunfan Gu Jingyan Sai Jinfei Liu Kui Ren | 2023/4/3 | |
Comparison of time series clustering methods for identifying novel subphenotypes of patients with infection | Journal of the American Medical Informatics Association | Sivasubramanium V Bhavani Li Xiong Abish Pius Matthew Semler Edward T Qian | 2023/6/1 |
Classification auto-encoder based detector against diverse data poisoning attacks | Fereshteh Razmi Li Xiong | 2023/7/12 | |
Closed-form machine unlearning for matrix factorization | Shuijing Zhang Jian Lou Li Xiong Xiaoyu Zhang Jing Liu | 2023/10/21 | |
MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning for Computational Phenotyping | Yifei Ren Jian Lou Li Xiong Joyce C Ho Xiaoqian Jiang | 2023/12/4 |
Co-Authors
