C L Philip Chen
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Explore the profile of C L Philip Chen including associated specialties, affiliations and a list of published articles.
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Articles
248
Citations
428
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Recent Articles
1.
Yang Y, Sui S, Liu T, Chen C
IEEE Trans Cybern
. 2025 Mar;
PP.
PMID: 40063427
A neural network adaptive quantized predefined-time control problem is studied for switching stochastic nonlinear systems with full-state error constraints under arbitrary switching. Unlike previous research on rapid convergence, the predefined-time...
2.
Zhang D, Zhang T, Chen C, Zhang T
IEEE Trans Neural Netw Learn Syst
. 2025 Mar;
PP.
PMID: 40053622
Broad learning system (BLS) have demonstrated excellent performance in terms of both speed and accuracy in tasks such as image classification. In BLS, the feature nodes predominantly utilize linear features,...
3.
Guo J, Chen C, Liu Z, Yang X
IEEE Trans Neural Netw Learn Syst
. 2025 Mar;
36(3):4246-4266.
PMID: 40038922
The dynamic neural network (DNN), in contrast to the static counterpart, offers numerous advantages, such as improved accuracy, efficiency, and interpretability. These benefits stem from the network's flexible structures and...
4.
Li Y, Chen C, Zhang T
IEEE Trans Cybern
. 2025 Mar;
PP.
PMID: 40036533
Multiview semi-supervised learning is a popular research area in which people utilize cross-view knowledge to overcome the limitation of labeled data in semi-supervised learning. Existing methods mainly utilize deep neural...
5.
Zhang R, Lin D, Wang X, Liu R, Sheng B, Baciu G, et al.
IEEE Trans Neural Netw Learn Syst
. 2025 Mar;
PP.
PMID: 40031808
In the task of dynamic human pose estimation (dynamic HPE), the temporal relationships between human body parts should be captured comprehensively to understand the dynamic human motions, where the correlated...
6.
Tang Q, Liu C, Liu F, Jiang J, Zhang B, Chen C, et al.
IEEE Trans Image Process
. 2025 Mar;
PP.
PMID: 40031385
The encoder-decoder architecture is a prevailing paradigm for semantic segmentation. It has been discovered that aggregation of multi-stage encoder features plays a significant role in capturing discriminative pixel representation. In...
7.
Teng F, Zhang X, Li T, Shan Q, Chen C, Li Y
IEEE Trans Cybern
. 2025 Mar;
PP.
PMID: 40030869
This article investigates the distributed resilient energy management (EM) strategy for the seaport microgrid under stealthy attacks. First, based on an analysis of seaport microgrid characteristics, we construct an EM...
8.
Li G, Yu Z, Yang K, Chen C, Li X
IEEE Trans Pattern Anal Mach Intell
. 2024 Oct;
47(2):1103-1119.
PMID: 39446542
Graph-based methods have demonstrated exceptional performance in semi-supervised classification. However, existing graph-based methods typically construct either a predefined graph in the original space or an adaptive graph within the output...
9.
Liu L, Chen J, Liu T, Chen C, Yang B
IEEE Trans Cybern
. 2024 Oct;
55(1):50-63.
PMID: 39405152
Broad learning system (BLS) is an effective neural network requiring no deep architecture, however it is somehow fragile to noisy data. The previous robust broad models directly map features from...
10.
Su J, Fan G, Gan M, Chen G, Guo W, Chen C
IEEE Trans Pattern Anal Mach Intell
. 2024 Sep;
46(12):11476-11490.
PMID: 39255176
Single Image Super-Resolution (SISR) aims to reconstruct a high-resolution image from its corresponding low-resolution input. A common technique to enhance the reconstruction quality is Non-Local Attention (NLA), which leverages self-similar...