Xiong, Li

15 publications

NeurIPS 2025 Auto-Search and Refinement: An Automated Framework for Gender Bias Mitigation in Large Language Models Yue Xu, Chengyan Fu, Li Xiong, Sibei Yang, Wenjie Wang

IJCAI 2025 Contrastive Unlearning: A Contrastive Approach to Machine Unlearning Hong-Kyu Lee, Qiuchen Zhang, Carl Yang, Jian Lou, Li Xiong

MLJ 2025 TransFed: Cross-Domain Feature Alignment for Semi-Supervised Federated Transfer Learning Linghui Zeng, Ruixuan Liu, Li Xiong, Joyce C. Ho

AAAI 2024 IGAMT: Privacy-Preserving Electronic Health Record Synthesization with Heterogeneity and Irregularity Wenjie Wang, Pengfei Tang, Jian Lou, Yuanming Shao, Lance Waller, Yi-an Ko, Li Xiong

AAAI 2023 Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model Yixuan Liu, Suyun Zhao, Li Xiong, Yuhan Liu, Hong Chen

ECML-PKDD 2023 Interpretation Attacks and Defenses on Predictive Models Using Electronic Health Records Fereshteh Razmi, Jian Lou, Yuan Hong, Li Xiong

ICCV 2023 MUter: Machine Unlearning on Adversarially Trained Models Junxu Liu, Mingsheng Xue, Jian Lou, Xiaoyu Zhang, Li Xiong, Zhan Qin

AISTATS 2021 Learning with Hyperspherical Uniformity Weiyang Liu, Rongmei Lin, Zhen Liu, Li Xiong, Bernhard Schölkopf, Adrian Weller

FnTML 2021 Advances and Open Problems in Federated Learning Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista A. Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Hubert Eichner, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaïd Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konecný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Hang Qi, Daniel Ramage, Ramesh Raskar, Mariana Raykova, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao

NeurIPS 2021 Federated Graph Classification over Non-IID Graphs Han Xie, Jing Ma, Li Xiong, Carl Yang

ICCV 2021 Integer-Arithmetic-Only Certified Robustness for Quantized Neural Networks Haowen Lin, Jian Lou, Li Xiong, Cyrus Shahabi

CVPR 2021 Orthogonal Over-Parameterized Training Weiyang Liu, Rongmei Lin, Zhen Liu, James M. Rehg, Liam Paull, Li Xiong, Le Song, Adrian Weller

IJCAI 2021 Private Stochastic Non-Convex Optimization with Improved Utility Rates Qiuchen Zhang, Jing Ma, Jian Lou, Li Xiong

ECML-PKDD 2020 RADAR: Recurrent Autoencoder Based Detector for Adversarial Examples on Temporal EHR Wenjie Wang, Pengfei Tang, Li Xiong, Xiaoqian Jiang

ECML-PKDD 2020 Spatio-Temporal Tensor Sketching via Adaptive Sampling Jing Ma, Qiuchen Zhang, Joyce C. Ho, Li Xiong