Depeng Li

19 papers A* 4Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A memristive fuzzy neural network with applications to classification task: A programmable circuit system.
Neural Networks
Ningye Jiang, Mingxuan Jiang, Jupeng Xie, Haoen Huang, Depeng Li, Zhigang Zeng
2026 J jnl
NG-SNN: A neurogenesis-inspired dynamic adaptive framework for efficient spike classification.
Neural Networks
Jing Tang, Depeng Li, Zhenyu Zhang, Zhigang Zeng
2025 J jnl
Complementary Learning Subnetworks Towards Parameter-Efficient Class-Incremental Learning.
IEEE Trans. Knowl. Data Eng.
Depeng Li, Zhigang Zeng, Wei Dai, Ponnuthurai Nagaratnam Suganthan
2025 J jnl
Multiple semantic prompt for rehearsal-free continual learning.
Neural Networks
Junwei Chen, Zhenyu Zhang, Depeng Li, Zhigang Zeng
2025 A* conf
On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning.
IJCAI
Tianqi Wang, Jingcai Guo, Depeng Li, Zhi Chen
2025 J jnl
On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning.
CoRR
Tianqi Wang, Jingcai Guo, Depeng Li, Zhi Chen
2025 A* conf
Progressive Large-Scale Modeling via Temporal-Spatial Focus Connector for Micro-Action Recognition.
ACM Multimedia
Qiankun Li, Qiupu Chen, Huabao Chen, Feng He, Depeng Li, Zhigang Zeng
2024 A* conf
Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning.
ICML
Depeng Li, Tianqi Wang, Junwei Chen, Wei Dai, Zhigang Zeng
2024 J jnl
Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning.
CoRR
Depeng Li, Tianqi Wang, Junwei Chen, Wei Dai, Zhigang Zeng
2024 J jnl
Multi-view class incremental learning.
Inf. Fusion
Depeng Li, Tianqi Wang, Junwei Chen, Kenji Kawaguchi, Cheng Lian, Zhigang Zeng
2024 A* conf
Towards Continual Learning Desiderata via HSIC-Bottleneck Orthogonalization and Equiangular Embedding.
AAAI
Depeng Li, Tianqi Wang, Junwei Chen, Qining Ren, Kenji Kawaguchi, Zhigang Zeng
2024 J jnl
Towards Continual Learning Desiderata via HSIC-Bottleneck Orthogonalization and Equiangular Embedding.
CoRR
Depeng Li, Tianqi Wang, Junwei Chen, Qining Ren, Kenji Kawaguchi, Zhigang Zeng
2023 J jnl
CRNet: A Fast Continual Learning Framework With Random Theory.
IEEE Trans. Pattern Anal. Mach. Intell.
Depeng Li, Zhigang Zeng
2023 J jnl
Complementary Learning Subnetworks for Parameter-Efficient Class-Incremental Learning.
CoRR
Depeng Li, Zhigang Zeng
2023 J jnl
IF2Net: Innately Forgetting-Free Networks for Continual Learning.
CoRR
Depeng Li, Tianqi Wang, BingRong Xu, Kenji Kawaguchi, Zhigang Zeng, Ponnuthurai Nagaratnam Suganthan
2023 — conf
Improving Transferability of Adversarial Point Clouds with Model Commonalities.
CBS
Junting Lv, Lianguang Liu, Yutong Zhang, Depeng Li, Zhigang Zeng
2023 J jnl
Multi-View Class Incremental Learning.
CoRR
Depeng Li, Tianqi Wang, Junwei Chen, Kenji Kawaguchi, Cheng Lian, Zhigang Zeng
2022 J jnl
Hybrid Parallel Stochastic Configuration Networks for Industrial Data Analytics.
IEEE Trans. Ind. Informatics
Wei Dai, Xinyu Zhou, Depeng Li, Song Zhu, Xuesong Wang
2019 J jnl
Stochastic configuration networks with block increments for data modeling in process industries.
Inf. Sci.
Wei Dai, Depeng Li, Ping Zhou, Tianyou Chai