2025
Computing Shapley Values for Dynamic Data.
IEEE Trans. Knowl. Data Eng., June, 2025

CoKV: Optimizing KV Cache Allocation via Cooperative Game.
CoRR, February, 2025

2024
Shapley Value Approximation Based on Complementary Contribution.
IEEE Trans. Knowl. Data Eng., December, 2024

A Survey on Data Markets.
CoRR, 2024

Data-faithful Feature Attribution: Mitigating Unobservable Confounders via Instrumental Variables.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023
Efficient Sampling Approaches to Shapley Value Approximation.
Proc. ACM Manag. Data, 2023

ShapleyFL: Robust Federated Learning Based on Shapley Value.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Dynamic Shapley Value Computation.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022
Bilateral Matching Model Between R & D Personnel and Project Manager Based on Ant Colony Optimization.
Wirel. Pers. Commun., 2022

2021
IDEAL: a Vector-Raster Hybrid Model for Efficient Spatial Queries over Complex Polygons.
Proceedings of the 22nd IEEE International Conference on Mobile Data Management, 2021

2015
An improved hybrid algorithm for traveling salesman problem.
Proceedings of the 8th International Conference on Biomedical Engineering and Informatics, 2015