Jinfei Liu

Liu, J. ., Lou, J. ., Xiong, L. ., Liu, J. ., & Meng, X. . (2021). Projected federated averaging with heterogeneous differential privacy. Proceedings of the VLDB Endowment, 15(4), 13. http://doi.org/10.14778/3503585.3503592

Liu, J. ., Lou, J. ., Liu, J. ., Xiong, L. ., Pei, J. ., & Sun, J. . (2021). Dealer: an end-to-end model marketplace with differential privacy. Proceedings of the VLDB Endowment, 14(6), 13. http://doi.org/10.14778/3447689.3447700

Sun, Q. ., Li, X. ., Zhang, J. ., Xiong, L. ., Liu, W. ., Liu, J. ., … Ren, K. . (2023). ShapleyFL: Robust Federated Learning Based on Shapley Value. In KDD ’23: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (p. 13). http://doi.org/10.1145/3580305.3599500

Xia, H. ., Liu, J. ., Lou, J. ., Qin, Z. ., Ren, K. ., Cao, Y. ., & Xiong, L. . (2023). Equitable Data Valuation Meets the Right to Be Forgotten in Model Markets. Proceedings of the VLDB Endowment, 16(11), 14. http://doi.org/10.14778/3611479.3611531

Zhang, J. ., Sun, Q. ., Liu, J. ., Xiong, L. ., Pei, J. ., & Ren, K. . (2023). Efficient Sampling Approaches to Shapley Value Approximation. Proceedings of the ACM on Management of Data, 1(1), 24. http://doi.org/10.1145/3588728

Zhang, J. ., Xia, H. ., Sun, Q. ., Liu, J. ., Xiong, L. ., Pei, J. ., & Ren, K. . (2023). Dynamic Shapley Value Computation. In 2023 IEEE 39th International Conference on Data Engineering (ICDE) (p. 14). http://doi.org/10.1109/ICDE55515.2023.00055