TRAPDOC: Deceiving LLM Users by Injecting Imperceptible Phantom Tokens into Documents.
CoRR, June, 2025
Continual Learning for Multiple Modalities.
CoRR, March, 2025
Detection of LLM-Paraphrased Code and Identification of the Responsible LLM Using Coding Style Features.
CoRR, February, 2025
Dataset condensation with coarse-to-fine regularization.
Pattern Recognit. Lett., 2025
Exploration and exploitation in continual learning.
Neural Networks, 2025
Continual Learning for Multiple Task Complexities.
Proceedings of the 15th International Conference on Information and Communication Technology Convergence, 2024
PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Task-Aware Dynamic Model Optimization for Multi-Task Learning.
IEEE Access, 2023
Growing a Brain with Sparsity-Inducing Generation for Continual Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Gating Mechanism in Deep Neural Networks for Resource-Efficient Continual Learning.
IEEE Access, 2022
Helpful or Harmful: Inter-task Association in Continual Learning.
Proceedings of the Computer Vision - ECCV 2022, 2022