Depeng Li

According to our database, Depeng Li authored at least 16 papers between 2019 and 2026.

Collaborative distances:

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

2026

CLIP-Based Class Incremental Semantic Segmentation Framework With Generalization-Preserving Knowledge Distillation.

Qining Ren, Zhenyu Zhang, Depeng Li, Zhigang Zeng

IEEE Trans. Circuits Syst. Video Technol., June, 2026

NG-SNN: A neurogenesis-inspired dynamic adaptive framework for efficient spike classification.

Jing Tang, Depeng Li, Zhenyu Zhang, Zhigang Zeng

Neural Networks, 2026

A memristive fuzzy neural network with applications to classification task: A programmable circuit system.

Ningye Jiang, Mingxuan Jiang, Jupeng Xie, Haoen Huang, Depeng Li, Zhigang Zeng

Neural Networks, 2026

2025

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

Depeng Li, Zhigang Zeng, Wei Dai, Ponnuthurai Nagaratnam Suganthan

IEEE Trans. Knowl. Data Eng., June, 2025

Multiple semantic prompt for rehearsal-free continual learning.

Junwei Chen, Zhenyu Zhang, Depeng Li, Zhigang Zeng

Neural Networks, 2025

Progressive Large-Scale Modeling via Temporal-Spatial Focus Connector for Micro-Action Recognition.

Qiankun Li, Qiupu Chen, Huabao Chen, Feng He, Depeng Li, Zhigang Zeng

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning.

Tianqi Wang, Jingcai Guo, Depeng Li, Zhi Chen

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

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