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Differentially Private Multi-Party Data Release for Linear Regression


Jun 18, 2022
Ruihan Wu , Xin Yang , Yuanshun Yao , Jiankai Sun , Tianyi Liu , Kilian Q. Weinberger , Chong Wang

* UAI 2022 

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Differentially Private AUC Computation in Vertical Federated Learning


May 24, 2022
Jiankai Sun , Xin Yang , Yuanshun Yao , Junyuan Xie , Di Wu , Chong Wang


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Self-Supervised Traffic Advisors: Distributed, Multi-view Traffic Prediction for Smart Cities


Apr 13, 2022
Jiankai Sun , Shreyas Kousik , David Fridovich-Keil , Mac Schwager


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LocATe: End-to-end Localization of Actions in 3D with Transformers


Mar 21, 2022
Jiankai Sun , Bolei Zhou , Michael J. Black , Arjun Chandrasekaran


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Label Leakage and Protection from Forward Embedding in Vertical Federated Learning


Mar 04, 2022
Jiankai Sun , Xin Yang , Yuanshun Yao , Chong Wang


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Differentially Private Label Protection in Split Learning


Mar 04, 2022
Xin Yang , Jiankai Sun , Yuanshun Yao , Junyuan Xie , Chong Wang


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Egocentric Human Trajectory Forecasting with a Wearable Camera and Multi-Modal Fusion


Nov 04, 2021
Jianing Qiu , Lipeng Chen , Xiao Gu , Frank P. -W. Lo , Ya-Yen Tsai , Jiankai Sun , Jiaqi Liu , Benny Lo


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PlaTe: Visually-Grounded Planning with Transformers in Procedural Tasks


Sep 10, 2021
Jiankai Sun , De-An Huang , Bo Lu , Yun-Hui Liu , Bolei Zhou , Animesh Garg


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Defending against Reconstruction Attack in Vertical Federated Learning


Jul 21, 2021
Jiankai Sun , Yuanshun Yao , Weihao Gao , Junyuan Xie , Chong Wang

* Accepted to International Workshop on Federated Learning for User Privacy and Data Confidentiality in Conjunction with ICML 2021 (FL-ICML'21) 

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