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