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D

Dezhong Peng

sichuan university

34H-index
214Paper Count
5.2KCitation Count
Published Papers 88
Publication Date
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Deep Information-Balanced Multimodal Learning
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2026-04-07
err0
PREAI
errYang Qin; Yanglin Feng; Yuan Sun; Dezhong Peng; Xi Peng; Peng Hu
errShare
errSave
External Guidance Incomplete Cross-Modal Hashing
errIEEE Transactions on Image Processing
IF13.7
err2026-03-12
err0
PREAI
errJiali Chen; Ruitao Pu; Dezhong Peng; Xiaomin Song; Yingke Chen; Yuan Sun
errShare
errSave
Granular-Ball Subspace-Based Fuzzy Neighborhood Anomaly Detector
errIEEE Transactions on Fuzzy Systems
IF11.9
err2026-03-04
err0
PREAI
errShihao Wang; Xinyu Su; Dezhong Peng; Xi Peng; Hongmei Chen; Yingke Chen; Zhong Yuan
errShare
errSave
GBNOD: Granular-ball neighborhood outlier detection
errNEUROCOMPUTING
IF6.5
err2026-01-21
err0
PREAI
errSu, Xinyu; Li, Zheng; Peng, Dezhong; Chen, Hongmei; Yuan, Zhong
errShare
errSave
Natural Neighbor Fuzzy Approximations With Granular-Ball Representation for Outlier Detection
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-01-20
err0
PREAI
errXinyu Su; Zheng Li; Dezhong Peng; Hongmei Chen; Zhong Yuan
errShare
errSave
Fuzzy <inline-formula><tex-math notation="LaTeX">$k$</tex-math><alternatives><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mi>k</mml:mi></mml:math><inline-graphic xlink:href="yuan-ieq1-3620468.gif" xmlns:xlink="http://www.w3.org/1999/xlink"/></alternatives></inline-formula>NN Entropy and its Anomaly Detection
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2025-10-14
err0
PREAI
errChang Liu; Zhong Yuan; Yuan Yuan; Hongmei Chen; Dezhong Peng; Xiaomin Song
errShare
errSave
A Kernelized Fuzzy Approximation Fusion Model with Granular-ball Computing for Outlier Detection
errInformation Fusion
IF15.5
err2025-09-11
err0
PREAI
errYongxiang Li; Xinyu Su; Zhong Yuan; Run Ye; Dezhong Peng; Hongmei Chen
errShare
errSave
Fusing multi-granular-ball fuzzy information to detect outliers
errAPPLIED SOFT COMPUTING
IF6.6
err2025-05-01
err0
PREAI
errSu, Xinyu; Cheng, Shitong; Peng, Dezhong; Chen, Hongmei; Yuan, Zhong
errShare
errSave
Outlier detection in mixed-attribute data: A semi-supervised approach with fuzzy approximations and relative entropy
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2025-04-01
err0
PREAI
errChen, Baiyang; Yuan, Zhong; Liu, Zheng; Peng, Dezhong; Li, Yongxiang; Liu, Chang; Duan, Guiduo
errShare
errSave
GBMOD: A granular-ball mean-shift outlier detector
errPATTERN RECOGNITION
IF7.6
err2025-03-01
err0
PREAI
errCheng, Shitong; Su, Xinyu; Chen, Baiyang; Chen, Hongmei; Peng, Dezhong; Yuan, Zhong
errShare
errSave
MetaQ: fast, scalable and accurate metacell inference via single-cell quantization
errNATURE COMMUNICATIONS
IF15.7
err2025-01-31
err0
errOAAI
errLi, Yunfan; Li, Hancong; Lin, Yijie; Zhang, Dan; Peng, Dezhong; Liu, Xiting; Hu, Peng; Chen, Lu; Luo, Han
errShare
errSave
Trustworthy Visual-Textual Retrieval
errIEEE Transactions on Image Processing
IF13.7
err2025-01-01
err0
PREAI
errYang Qin; Lifu Huang; Dezhong Peng; Bohan Jiang; Joey Tianyi Zhou; Xi Peng; Peng Hu
errShare
errSave
Robust Duality Learning for Unsupervised Visible-Infrared Person Re-Identification
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2025-01-01
err0
PREAI
errLi, Yongxiang; Sun, Yuan; Qin, Yang; Peng, Dezhong; Peng, Xi; Hu, Peng
errShare
errSave
Deep fuzzy physics-informed neural networks for forward and inverse PDE problems
errNEURAL NETWORKS
IF6.3
err2025-01-01
err2
PREAI
errWu, Wenyuan; Duan, Siyuan; Sun, Yuan; Yu, Yang; Liu, Dong; Peng, Dezhong
errShare
errSave
Granular-ball computing guided anomaly detection for hybrid attribute data
errINTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
IF2.7
err2024-11-03
err0
PREAI
errSu, Xinyu; Wang, Xiwen; Peng, Dezhong; Chen, Hongmei; Chen, Yingke; Yuan, Zhong
errShare
errSave
Consistency-guided semi-supervised outlier detection in heterogeneous data using fuzzy rough sets
errAPPLIED SOFT COMPUTING
IF6.6
err2024-11-01
err3
PREAI
errChen, Baiyang; Yuan, Zhong; Peng, Dezhong; Chen, Xiaoliang; Chen, Hongmei
errShare
errSave
Graph and text multi-modal representation learning with momentum distillation on Electronic Health Records
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-10-01
err0
PREAI
errCao, Yu; Wang, Xu; Wang, Qian; Yuan, Zhong; Shi, Yongguo; Peng, Dezhong
errShare
errSave
Adaptive Masked Autoencoder Transformer for image classification
errAPPLIED SOFT COMPUTING
IF6.6
err2024-10-01
err0
PREAI
errChen, Xiangru; Liu, Chenjing; Hu, Peng; Lin, Jie; Gong, Yunhong; Chen, Yingke; Peng, Dezhong; Geng, Xue
errShare
errSave
Kernelized Fuzzy-Rough Anomaly Detection
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2024-08-01
err1
PREAI
errWu, Yan; Wang, Sihan; Chen, Hongmei; Peng, Dezhong; Yuan, Zhong
errShare
errSave
Single-Cell RNA-Seq Debiased Clustering via Batch Effect Disentanglement
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-08-01
err3
PREAI
errLi, Yunfan; Lin, Yijie; Hu, Peng; Peng, Dezhong; Luo, Han; Peng, Xi
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Jun Yu
H-index: 133 · Papers: 1.8K
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Sajal K. Das
H-index: 89 · Papers: 1.4K
S
Song Guo
H-index: 87 · Papers: 1.1K
Y
Yuan Yuan
H-index: 86 · Papers: 1.3K
V
Victor Hugo C. de Albuquerque
H-index: 85 · Papers: 492
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