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Xiangqun Chen

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Bingyan Liu

> Home > Persons > Xiangqun Chen

Publications

2023
[c88]
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  - conf/icse/ZhangLLCLGC23
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Ziqi Zhang, Yuanchun Li, Bingyan Liu, Yifeng Cai, Ding Li, Yao Guo, Xiangqun Chen:
FedSlice: Protecting Federated Learning Models from Malicious Participants with Model Slicing. ICSE 2023: 460-472
[c79]
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  - conf/www/LiuCBZL0C23
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Bingyan Liu, Yifeng Cai, Hongzhe Bi, Ziqi Zhang, Ding Li, Yao Guo, Xiangqun Chen:
Beyond Fine-Tuning: Efficient and Effective Fed-Tuning for Mobile/Web Users. WWW 2023: 2863-2873
[i14]
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  - journals/corr/abs-2310-07152
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Ziqi Zhang, Chen Gong, Yifeng Cai, Yuanyuan Yuan, Bingyan Liu, Ding Li, Yao Guo, Xiangqun Chen:
No Privacy Left Outside: On the (In-)Security of TEE-Shielded DNN Partition for On-Device ML. CoRR abs/2310.07152 (2023)
2022
[c77]
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  - conf/icse/ZhangLWLL0CL22
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Ziqi Zhang, Yuanchun Li, Jindong Wang, Bingyan Liu, Ding Li, Yao Guo, Xiangqun Chen, Yunxin Liu:
ReMoS: Reducing Defect Inheritance in Transfer Learning via Relevant Model Slicing. ICSE 2022: 1856-1868
2021
[j8]
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  - journals/imwut/LiuCZLWL0C21
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Bingyan Liu, Yifeng Cai, Ziqi Zhang, Yuanchun Li, Leye Wang, Ding Li, Yao Guo, Xiangqun Chen:
DistFL: Distribution-aware Federated Learning for Mobile Scenarios. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(4): 168:1-168:26 (2021)
[c75]
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Bingyan Liu, Yifeng Cai, Yao Guo, Xiangqun Chen:
TransTailor: Pruning the Pre-trained Model for Improved Transfer Learning. AAAI 2021: 8627-8634
[c72]
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Bingyan Liu, Yao Guo, Xiangqun Chen:
PFA: Privacy-preserving Federated Adaptation for Effective Model Personalization. WWW 2021: 923-934
[i11]
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  - journals/corr/abs-2103-01542
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Bingyan Liu, Yifeng Cai, Yao Guo, Xiangqun Chen:
TransTailor: Pruning the Pre-trained Model for Improved Transfer Learning. CoRR abs/2103.01542 (2021)
[i10]
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  - journals/corr/abs-2103-01548
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Bingyan Liu, Yao Guo, Xiangqun Chen:
PFA: Privacy-preserving Federated Adaptation for Effective Model Personalization. CoRR abs/2103.01548 (2021)
[i9]
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  - journals/corr/abs-2110-11619
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Bingyan Liu, Yifeng Cai, Ziqi Zhang, Yuanchun Li, Leye Wang, Ding Li, Yao Guo, Xiangqun Chen:
DistFL: Distribution-aware Federated Learning for Mobile Scenarios. CoRR abs/2110.11619 (2021)
2020
[j7]
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  - journals/imwut/LiuLLGC20
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Bingyan Liu, Yuanchun Li, Yunxin Liu, Yao Guo, Xiangqun Chen:
PMC: A Privacy-preserving Deep Learning Model Customization Framework for Edge Computing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(4): 139:1-139:25 (2020)
2019
[c64]
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  - conf/mm/Liu0C19
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Bingyan Liu, Yao Guo, Xiangqun Chen:
WealthAdapt: A General Network Adaptation Framework for Small Data Tasks. ACM Multimedia 2019: 2179-2187

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