Zhulin Liu

35 papers A* 1A 2B 5Misc 1Journal 23Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient incremental learning for Inverse Matrix-Free broad learning system.
Inf. Fusion
Guang-Ze Chen, Chunyu Lei, Zhulin Liu, C. L. Philip Chen, Hai-Wei Sun
2025 — conf
A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models.
ACL (1)
Yongbin Guo, Shuzhen Li, Zhulin Liu, Tong Zhang, C. L. Philip Chen
2025 J jnl
An Incremental-Self-Training-Guided Semi-Supervised Broad Learning System.
IEEE Trans. Neural Networks Learn. Syst.
Jifeng Guo, Zhulin Liu, C. L. Philip Chen
2025 A* conf
An Orthogonal High-Rank Adaptation for Large Language Models.
EMNLP
Xin Zhang, Guang-Ze Chen, Shuzhen Li, Zhulin Liu, C. L. Philip Chen, Tong Zhang
2025 A conf
DMDM: Photorealistic Face Age Transformation by Dual-Modal Collaborative Attention using Diffusion Models.
ICME
Zepeng Su, Zhulin Liu, Zongyan Zhang, Tong Zhang, C. L. Philip Chen
2025 A conf
DiBAN: Dual-Drive Broad Attentive Network for Speech Emotion Recognition.
ICME
Gongli Zhang, C. L. Philip Chen, Tong Zhang, Zhulin Liu, Xiaoman Hu, Bianna Chen
2025 J jnl
Dynamic Neural Network Structure: A Review for its Theories and Applications.
IEEE Trans. Neural Networks Learn. Syst.
Jifeng Guo, C. L. Philip Chen, Zhulin Liu, Xixin Yang
2024 J jnl
An efficient implementation to compute the pseudoinverse for the incremental broad learning system on added inputs.
Int. J. Wavelets Multiresolution Inf. Process.
Hufei Zhu, Zhulin Liu, C. L. Philip Chen, Yanyang Liang
2024 B conf
Architecture and Aggregation Strategies of Federated Broad Learning System: a Feasibility Study.
SMC
Xueyue Yang, Zhulin Liu, C. L. Philip Chen
2024 J jnl
Incremental Self-training for Semi-supervised Learning.
CoRR
Jifeng Guo, Zhulin Liu, Tong Zhang, C. L. Philip Chen
2023 J jnl
Adaptive Subspace Optimization Ensemble Method for High-Dimensional Imbalanced Data Classification.
IEEE Trans. Neural Networks Learn. Syst.
Yuhong Xu, Zhiwen Yu, C. L. Philip Chen, Zhulin Liu
2023 J jnl
Random Feature-Based Collaborative Kernel Fuzzy Clustering for Distributed Peer-to-Peer Networks.
IEEE Trans. Fuzzy Syst.
Yingxu Wang, Shiyuan Han, Jin Zhou, Long Chen, C. L. Philip Chen, Tong Zhang, Zhulin Liu, Lin Wang, Yuehui Chen
2023 J jnl
Siamese labels auxiliary learning.
Inf. Sci.
Wenrui Gan, Zhulin Liu, C. L. Philip Chen, Tong Zhang
2022 J jnl
An Efficient Inspection System Based on Broad Learning: Nondestructively Estimating Cement Compressive Strength With Internal Factors.
IEEE Trans. Ind. Informatics
Jifeng Guo, Zhulin Liu, C. L. Philip Chen, Tong Zhang, Lin Wang, Kaipeng Fan
2022 J jnl
Broad and deep neural network for high-dimensional data representation learning.
Inf. Sci.
Qiying Feng, Zhulin Liu, C. L. Philip Chen
2022 J jnl
Broad learning system based on the quantized minimum error entropy criterion.
Sci. China Inf. Sci.
Simin Zhang, Zhulin Liu, C. L. Philip Chen
2022 J jnl
Multi-scale 3D convolution feature-based Broad Learning System for Alzheimer's Disease diagnosis via MRI images.
Appl. Soft Comput.
Ruizhi Han, Zhulin Liu, C. L. Philip Chen
2022 J jnl
Progressive Ensemble Kernel-Based Broad Learning System for Noisy Data Classification.
IEEE Trans. Cybern.
Zhiwen Yu, Kankan Lan, Zhulin Liu, Guoqiang Han
2022 J jnl
Research Review for Broad Learning System: Algorithms, Theory, and Applications.
IEEE Trans. Cybern.
Xin-Rong Gong, Tong Zhang, C. L. Philip Chen, Zhulin Liu
2021 J jnl
An Efficient Algorithm for the Incremental Broad Learning System by Inverse Cholesky Factorization of a Partitioned Matrix.
IEEE Access
Hufei Zhu, Zhulin Liu, C. L. Philip Chen, Yanyang Liang
2021 J jnl
On the Accuracy-Complexity Tradeoff of Fuzzy Broad Learning System.
IEEE Trans. Fuzzy Syst.
Shuang Feng, C. L. Philip Chen, Lili Xu, Zhulin Liu
2021 B conf
Pruning Broad Learning System based on Adaptive Feature Evolution.
IJCNN
Yuchen Liu, Kaixiang Yang, Zhiwen Yu, Zhulin Liu, Yifan Shi, C. L. Philip Chen
2021 J jnl
Siamese Labels Auxiliary Network(SiLaNet).
CoRR
Wenrui Gan, Zhulin Liu, C. L. Philip Chen, Tong Zhang
2021 J jnl
Stacked Broad Learning System: From Incremental Flatted Structure to Deep Model.
IEEE Trans. Syst. Man Cybern. Syst.
Zhulin Liu, C. L. Philip Chen, Shuang Feng, Qiying Feng, Tong Zhang
2020 J jnl
A Novel Convolutional Variation of Broad Learning System for Alzheimer's Disease Diagnosis by Using MRI Images.
IEEE Access
Ruizhi Han, C. L. Philip Chen, Zhulin Liu
2020 B conf
Multi-Channel EEG Based Emotion Recognition Using Temporal Convolutional Network and Broad Learning System.
SMC
Xue Jia, Tong Zhang, C. L. Philip Chen, Zhulin Liu, Long Chen, Guihua Wen, Bin Hu
2019 B conf
Multi-Kernel Broad Learning systems Based on Random Features: A Novel Expansion for Nonlinear Feature Nodes.
SMC
Zhulin Liu, C. L. Philip Chen, Tong Zhang, Jin Zhou
2019 J jnl
Universal Approximation Capability of Broad Learning System and Its Structural Variations.
IEEE Trans. Neural Networks Learn. Syst.
C. L. Philip Chen, Zhulin Liu, Feng Shuang
2018 J jnl
Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture.
IEEE Trans. Neural Networks Learn. Syst.
C. L. Philip Chen, Zhulin Liu
2018 J jnl
Discriminative graph regularized broad learning system for image recognition.
Sci. China Inf. Sci.
Junwei Jin, Zhulin Liu, C. L. Philip Chen
2018 B conf
Facial Expression Recognition via Broad Learning System.
SMC
Tong Zhang, Zhulin Liu, Xuehan Wang, Xiao-Fen Xing, C. L. Philip Chen, Enhong Chen
2017 J jnl
Approximation learning methods of Harmonic Mappings in relation to Hardy Spaces.
CoRR
Zhulin Liu, C. L. Philip Chen
2017 — conf
Broad learning system: Structural extensions on single-layer and multi-layer neural networks.
SPAC
Zhulin Liu, C. L. Philip Chen
2010 — conf
EJB-Based Information Exchange Platform E-Switch for E-Government.
ICEE
Zhulin Liu, Tiezhong Yu
2009 Misc conf
Research on QoS Routing Algorithm in ad hoc networks.
GrC
Yue Zeng, Baolin Sun, Xianying He, Zhulin Liu