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Lydia Y. 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 Chi Hong

> Home > Persons > Lydia Y. Chen

Publications

2023
[c121]
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  dblp key:
  - conf/pakdd/HuangHLCR23
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  - https://dblp.org/rec/conf/pakdd/HuangHLCR23
Jiyue Huang, Chi Hong, Yang Liu, Lydia Y. Chen, Stefanie Roos:
Maverick Matters: Client Contribution and Selection in Federated Learning. PAKDD (2) 2023: 269-282
[c120]
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  - conf/pkdd/HongHBC23
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  - https://dblp.org/rec/conf/pkdd/HongHBC23
Chi Hong, Jiyue Huang, Robert Birke, Lydia Y. Chen:
Exploring and Exploiting Data-Free Model Stealing. ECML/PKDD (5) 2023: 20-35
2022
[c108]
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  dblp key:
  - conf/srds/XuHHCD22
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  - https://dblp.org/rec/conf/srds/XuHHCD22
Jin Xu, Chi Hong, Jiyue Huang, Lydia Y. Chen, Jérémie Decouchant:
AGIC: Approximate Gradient Inversion Attack on Federated Learning. SRDS 2022: 12-22
[i30]
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  dblp key:
  - journals/corr/abs-2202-00008
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Chi Hong, Jiyue Huang, Lydia Y. Chen:
MEGA: Model Stealing via Collaborative Generator-Substitute Networks. CoRR abs/2202.00008 (2022)
[i26]
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  - journals/corr/abs-2204-13784
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  - https://dblp.org/rec/journals/corr/abs-2204-13784
Jin Xu, Chi Hong, Jiyue Huang, Lydia Y. Chen, Jérémie Decouchant:
AGIC: Approximate Gradient Inversion Attack on Federated Learning. CoRR abs/2204.13784 (2022)
2021
[c96]
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  dblp key:
  - conf/www/HongGZBC21
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  - https://dblp.org/rec/conf/www/HongGZBC21
Chi Hong, Amirmasoud Ghiassi, Yichi Zhou, Robert Birke, Lydia Y. Chen:
Online Label Aggregation: A Variational Bayesian Approach. WWW 2021: 1904-1915
[i18]
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  dblp key:
  - journals/corr/abs-2106-10734
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Jiyue Huang, Chi Hong, Lydia Y. Chen, Stefanie Roos:
Is Shapley Value fair? Improving Client Selection for Mavericks in Federated Learning. CoRR abs/2106.10734 (2021)
2020
[c95]
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  - conf/cogmi/YounesianHGBC20
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  - https://dblp.org/rec/conf/cogmi/YounesianHGBC20
Taraneh Younesian, Chi Hong, Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen:
End-to-End Learning from Noisy Crowd to Supervised Machine Learning Models. CogMI 2020: 17-26
[i5]
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  - journals/corr/abs-2011-06833
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Taraneh Younesian, Chi Hong, Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen:
End-to-End Learning from Noisy Crowd to Supervised Machine Learning Models. CoRR abs/2011.06833 (2020)

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