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Understanding Self-Supervised Pretraining with Part-Aware Representation Learning


Jan 27, 2023
Jie Zhu, Jiyang Qi, Mingyu Ding, Xiaokang Chen, Ping Luo, Xinggang Wang, Wenyu Liu, Leye Wang, Jingdong Wang

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A Unified Knowledge Graph Service for Developing Domain Language Models in AI Software


Dec 10, 2022
Ruiqing Ding, Xiao Han, Leye Wang

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* 12 pages 

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Safety and Performance, Why not Both? Bi-Objective Optimized Model Compression toward AI Software Deployment


Aug 11, 2022
Jie Zhu, Leye Wang, Xiao Han

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* Accepted by ASE2022. Camera-ready Version 

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Secure Forward Aggregation for Vertical Federated Neural Networks


Jun 28, 2022
Shuowei Cai, Di Chai, Liu Yang, Junxue Zhang, Yilun Jin, Leye Wang, Kun Guo, Kai Chen

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* Accepted by FL-IJCAI (https://federated-learning.org/fl-ijcai-2022/

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Large-Scale Privacy-Preserving Network Embedding against Private Link Inference Attacks


May 28, 2022
Xiao Han, Leye Wang, Junjie Wu, Yuncong Yang

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The Principle of Least Sensing: A Privacy-Friendly Sensing Paradigm for Urban Big Data Analytics


Apr 11, 2022
Leye Wang

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* XRDS: Crossroads, The ACM Magazine for Students, Volume 28, Issue 3, Spring 2022, pp 56-59 

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Data Valuation for Vertical Federated Learning: An Information-Theoretic Approach


Dec 15, 2021
Xiao Han, Leye Wang, Junjie Wu

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ES-CRF: Embedded Superpixel CRF for Semantic Segmentation


Dec 14, 2021
Jie Zhu, Huabin Huang, Banghuai Li, Leye Wang

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* 10 page 4 figures 

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MSP : Refine Boundary Segmentation via Multiscale Superpixel


Dec 03, 2021
Jie Zhu, Huabin Huang, Banghuai Li, Yong Liu, Leye Wang

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* under review 

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DistFL: Distribution-aware Federated Learning for Mobile Scenarios


Oct 22, 2021
Bingyan Liu, Yifeng Cai, Ziqi Zhang, Yuanchun Li, Leye Wang, Ding Li, Yao Guo, Xiangqun Chen

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* This paper has been accepted by IMWUT2021(Ubicomp) 

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