Junxu Liu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Differentially Private

Differential Privacy

Bayesian Framework

Top Venues

Proc. VLDB Endow.

Publications

Junxu Liu, Jian Lou, Li Xiong, Jinfei Liu, Xiaofeng Meng
Cross-silo Federated Learning with Record-level Personalized Differential Privacy. CoRR (2024)
Junxu Liu, Mingsheng Xue, Jian Lou, Xiaoyu Zhang, Li Xiong, Zhan Qin
MUter: Machine Unlearning on Adversarially Trained Models. ICCV (2023)
Junxu Liu, Jian Lou, Li Xiong, Xiaofeng Meng
Personalized Differentially Private Federated Learning without Exposing Privacy Budgets. CIKM (2023)
Jinfei Liu, Jian Lou, Junxu Liu, Li Xiong, Jian Pei, Jimeng Sun
Dealer: An End-to-End Model Marketplace with Differential Privacy. Proc. VLDB Endow. 14 (6) (2021)
Junxu Liu, Jian Lou, Li Xiong, Jinfei Liu, Xiaofeng Meng
Projected Federated Averaging with Heterogeneous Differential Privacy. Proc. VLDB Endow. 15 (4) (2021)
Jinfei Liu, Qiongqiong Lin, Jiayao Zhang, Kui Ren, Jian Lou, Junxu Liu, Li Xiong, Jian Pei, Jimeng Sun
Demonstration of Dealer: An End-to-End Model Marketplace with Differential Privacy. Proc. VLDB Endow. 14 (12) (2021)