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Xiaoxiao Li

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Scalable Data Point Valuation in Decentralized Learning

May 01, 2023
Konstantin D. Pandl, Chun-Yin Huang, Ivan Beschastnikh, Xiaoxiao Li, Scott Thiebes, Ali Sunyaev

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Matching-based Data Valuation for Generative Model

Apr 21, 2023
Jiaxi Yang, Wenglong Deng, Benlin Liu, Yangsibo Huang, Xiaoxiao Li

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Biological Factor Regulatory Neural Network

Apr 11, 2023
Xinnan Dai, Caihua Shan, Jie Zheng, Xiaoxiao Li, Dongsheng Li

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Rethinking AI Explainability and Plausibility

Mar 30, 2023
Weina Jin, Xiaoxiao Li, Ghassan Hamarneh

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Federated Virtual Learning on Heterogeneous Data with Local-global Distillation

Mar 04, 2023
Chun-Yin Huang, Ruinan Jin, Can Zhao, Daguang Xu, Xiaoxiao Li

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Differentially Private Neural Tangent Kernels for Privacy-Preserving Data Generation

Mar 03, 2023
Yilin Yang, Kamil Adamczewski, Danica J. Sutherland, Xiaoxiao Li, Mijung Park

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On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations

Jan 04, 2023
Wenlong Deng, Yuan Zhong, Qi Dou, Xiaoxiao Li

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SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation

Dec 16, 2022
Jee Seok Yoon, Chenghao Zhang, Heung-Il Suk, Jia Guo, Xiaoxiao Li

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Robust Split Federated Learning for U-shaped Medical Image Networks

Dec 13, 2022
Ziyuan Yang, Yingyu Chen, Huijie Huangfu, Maosong Ran, Hui Wang, Xiaoxiao Li, Yi Zhang

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A Convergence Theory for Federated Average: Beyond Smoothness

Nov 03, 2022
Xiaoxiao Li, Zhao Song, Runzhou Tao, Guangyi Zhang

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