Bilevel ZOFO: Bridging Parameter-Efficient and Zeroth-Order Techniques for Efficient LLM Fine-Tuning and Meta-Training.
CoRR, February, 2025
Efficient Fine-Tuning and Concept Suppression for Pruned Diffusion Models.
CoRR, 2024
Dropout Enhanced Bilevel Training.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Kurdyka-Łojasiewicz Exponent via Inf-projection.
Found. Comput. Math., 2022
A Novel Method to Prevent Misconfigurations of Industrial Automation and Control Systems.
IEEE Trans. Ind. Informatics, 2021
Analysis and Algorithms for Some Compressed Sensing Models Based on L1/L2 Minimization.
SIAM J. Optim., 2021
Convergence Rate Analysis of a Sequential Convex Programming Method with Line Search for a Class of Constrained Difference-of-Convex Optimization Problems.
SIAM J. Optim., 2021
FLDDoS: DDoS Attack Detection Model based on Federated Learning.
Proceedings of the 20th IEEE International Conference on Trust, 2021
TPJF: Machine Learning Based Intelligent Prediction of Preference for Japanese Food.
Proceedings of the ICAIP 2020: 4th International Conference on Advances in Image Processing, 2020
Iteratively reweighted \(\ell _1\) algorithms with extrapolation.
Comput. Optim. Appl., 2019
Design and Simulation of a Push Recovery Strategy for Biped Robot.
Proceedings of the Intelligent Robotics and Applications - 12th International Conference, 2019