Depeng Li

According to our database, Depeng Li authored at least 9 papers between 2019 and 2024.

Collaborative distances:

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

2024

Multi-view class incremental learning.

Depeng Li, Tianqi Wang, Junwei Chen, Kenji Kawaguchi, Cheng Lian, Zhigang Zeng

Inf. Fusion, February, 2024

Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning.

Depeng Li, Tianqi Wang, Junwei Chen, Wei Dai, Zhigang Zeng

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

Towards Continual Learning Desiderata via HSIC-Bottleneck Orthogonalization and Equiangular Embedding.

Depeng Li, Tianqi Wang, Junwei Chen, Qining Ren, Kenji Kawaguchi, Zhigang Zeng

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

CRNet: A Fast Continual Learning Framework With Random Theory.

Depeng Li, Zhigang Zeng

IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Complementary Learning Subnetworks for Parameter-Efficient Class-Incremental Learning.

Depeng Li, Zhigang Zeng

CoRR, 2023

IF2Net: Innately Forgetting-Free Networks for Continual Learning.

Depeng Li, Tianqi Wang, Bingrong Xu, Kenji Kawaguchi, Zhigang Zeng, Ponnuthurai Nagaratnam Suganthan

CoRR, 2023

Improving Transferability of Adversarial Point Clouds with Model Commonalities.

Junting Lv, Lianguang Liu, Yutong Zhang, Depeng Li, Zhigang Zeng

Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2023

2022

Hybrid Parallel Stochastic Configuration Networks for Industrial Data Analytics.

Wei Dai, Xinyu Zhou, Depeng Li, Song Zhu, Xuesong Wang

IEEE Trans. Ind. Informatics, 2022

2019

Stochastic configuration networks with block increments for data modeling in process industries.

Wei Dai, Depeng Li, Ping Zhou, Tianyou Chai

Inf. Sci., 2019