Zekun Shi

According to our database, Zekun Shi authored at least 10 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark.

Wenke Huang, Mang Ye, Zekun Shi, Guancheng Wan, He Li, Bo Du, Qiang Yang

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning.

Wenke Huang, Mang Ye, Zekun Shi, Bo Du

IEEE Trans. Pattern Anal. Mach. Intell., February, 2024

Stochastic Taylor Derivative Estimator: Efficient amortization for arbitrary differential operators.

Zekun Shi, Zheyuan Hu, Min Lin, Kenji Kawaguchi

CoRR, 2024

Learn from Downstream and Be Yourself in Multimodal Large Language Model Fine-Tuning.

Wenke Huang, Jian Liang, Zekun Shi, Didi Zhu, Guancheng Wan, He Li, Bo Du, Dacheng Tao, Mang Ye

CoRR, 2024

Diagonalization without Diagonalization: A Direct Optimization Approach for Solid-State Density Functional Theory.

Tianbo Li, Min Lin, Stephen Dale, Zekun Shi, A. H. Castro Neto, Kostya S. Novoselov, Giovanni Vignale

CoRR, 2024

Self-Driven Entropy Aggregation for Byzantine-Robust Heterogeneous Federated Learning.

Wenke Huang, Zekun Shi, Mang Ye, He Li, Bo Du

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Fisher Calibration for Backdoor-Robust Heterogeneous Federated Learning.

Wenke Huang, Mang Ye, Zekun Shi, Bo Du, Dacheng Tao

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Hutchinson Trace Estimation for High-Dimensional and High-Order Physics-Informed Neural Networks.

Zheyuan Hu, Zekun Shi, George Em Karniadakis, Kenji Kawaguchi

CoRR, 2023

Rethinking Federated Learning with Domain Shift: A Prototype View.

Wenke Huang, Mang Ye, Zekun Shi, He Li, Bo Du

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2019

Model-based Deep Reinforcement Learning for Dynamic Portfolio Optimization.

Pengqian Yu, Joon Sern Lee, Ilya Kulyatin, Zekun Shi, Sakyasingha Dasgupta

CoRR, 2019