Dezhong Peng

206 papers A* 44B 3Journal 150Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
A kernelized fuzzy approximation fusion model with granular-ball computing for outlier detection.
Inf. Fusion
Yongxiang Li, Xinyu Su, Zhong Yuan, Run Ye, Dezhong Peng, Hongmei Chen
2026 A* conf
Ambiguity-Tolerant Cross-Modal Hashing with Partial Labels.
AAAI
Chao Su, Yanan Li, Xu Wang, Yingke Chen, Huiming Zheng, Dezhong Peng, Yuan Sun
2026 J jnl
External Guidance Incomplete Cross-Modal Hashing.
IEEE Trans. Image Process.
Jiali Chen, Ruitao Pu, Dezhong Peng, Xiaomin Song, Yingke Chen, Yuan Sun
2026 J jnl
Fuzzy $k$kNN Entropy and its Anomaly Detection.
IEEE Trans. Knowl. Data Eng.
Chang Liu, Zhong Yuan, Yuan Yuan, Hongmei Chen, Dezhong Peng, Xiaomin Song
2026 J jnl
GBNOD: Granular-ball neighborhood outlier detection.
Neurocomputing
Xinyu Su, Zheng Li, Dezhong Peng, Hongmei Chen, Zhong Yuan
2026 J jnl
GREAD: Granular relative entropy-based anomaly detection in hybrid data.
Expert Syst. Appl.
Baiyang Chen, Zhong Yuan, Dezhong Peng, Hongmei Chen
2026 J jnl
Historical reliability-based dual contrastive hashing for robust cross-modal retrieval with noisy labels.
Neurocomputing
Rui Wang, Haixiao Huang, Likang Peng, Chao Su, Zijie Zhong, Da Rao, Wenyuan Wu, Dezhong Peng, Xu Wang
2026 A* conf
Learning Beyond Domains: Misleading Prompts and Pseudo-Label Contrast for Text Domain Generalization.
AAAI
Qizhi Li, Xuyang Wang, Yingke Chen, Ming Yan, Dezhong Peng, Xi Peng, Xu Wang
2026 J jnl
Multi-granularity kernelized fuzzy neighborhood-based outlier detection.
Inf. Sci.
Qilin Li, Rui Wang, Sihan Wang, Luoshu Yang, Dezhong Peng, Zhong Yuan, Xinyu Su
2026 J jnl
Natural Neighbor Fuzzy Approximations With Granular-Ball Representation for Outlier Detection.
IEEE Trans. Knowl. Data Eng.
Xinyu Su, Zheng Li, Dezhong Peng, Hongmei Chen, Zhong Yuan
2026 J jnl
Natural granular-ball anomaly detection.
Appl. Soft Comput.
Qilin Li, Yizhi Liu, Baiyang Chen, Zhong Yuan, Dezhong Peng, Shihao Wang
2026 J jnl
Optimal transport filtering for robust cross-modal retrieval with open-set noisy labels.
Pattern Recognit.
Xinliu Liu, Ruitao Pu, Yuan Sun, Yingke Chen, Shudong Huang, Dezhong Peng, Yongsheng Sang, Ziming Wang
2026 J jnl
RISE: Semantics-guided discriminative and robust learning for unsupervised cross-modal hashing.
Knowl. Based Syst.
Rui Wang, Haixiao Huang, Yanglin Feng, Dezhong Peng, Peng Hu, Yongxiang Li
2026 A* conf
Robust Semi-paired Multimodal Learning for Cross-modal Retrieval.
AAAI
Yang Qin, Yuan Sun, Xi Peng, Dezhong Peng, Joey Tianyi Zhou, Xiaomin Song, Peng Hu
2026 A* conf
Semantic-Consistent Bidirectional Contrastive Hashing for Noisy Multi-Label Cross-Modal Retrieval.
AAAI
Likang Peng, Chao Su, Wenyuan Wu, Yuan Sun, Dezhong Peng, Xi Peng, Xu Wang
2025 J jnl
A Comprehensive Survey on Edge Data Integrity Verification: Fundamentals and Future Trends.
ACM Comput. Surv.
Yao Zhao, Youyang Qu, Yong Xiang, Md Palash Uddin, Dezhong Peng, Longxiang Gao
2025 A* conf
CoPINN: Cognitive Physics-Informed Neural Networks.
ICML
Siyuan Duan, Wenyuan Wu, Peng Hu, Zhenwen Ren, Dezhong Peng, Yuan Sun
2025 J jnl
Consistency-guided semi-supervised outlier detection in heterogeneous data using fuzzy rough sets.
CoRR
Baiyang Chen, Zhong Yuan, Dezhong Peng, Xiaoliang Chen, Hongmei Chen
2025 A* conf
Deep Evidential Hashing for Trustworthy Cross-Modal Retrieval.
AAAI
Yuan Li, Liangli Zhen, Yuan Sun, Dezhong Peng, Xi Peng, Peng Hu
2025 A* conf
Deep Fuzzy Multi-view Learning for Reliable Classification.
ICML
Siyuan Duan, Yuan Sun, Dezhong Peng, Guiduo Duan, Xi Peng, Peng Hu
2025 J jnl
Deep Reversible Consistency Learning for Cross-Modal Retrieval.
IEEE Trans. Multim.
Ruitao Pu, Yang Qin, Dezhong Peng, Xiaomin Song, Huiming Zheng
2025 J jnl
Deep Reversible Consistency Learning for Cross-modal Retrieval.
CoRR
Ruitao Pu, Yang Qin, Dezhong Peng, Xiaomin Song, Huiming Zheng
2025 J jnl
Deep fuzzy physics-informed neural networks for forward and inverse PDE problems.
Neural Networks
Wenyuan Wu, Siyuan Duan, Yuan Sun, Yang Yu, Dong Liu, Dezhong Peng
2025 A* conf
DiCA: Disambiguated Contrastive Alignment for Cross-Modal Retrieval with Partial Labels.
AAAI
Chao Su, Huiming Zheng, Dezhong Peng, Xu Wang
2025 J jnl
Fusing multi-granular-ball fuzzy information to detect outliers.
Appl. Soft Comput.
Xinyu Su, Shitong Cheng, Dezhong Peng, Hongmei Chen, Zhong Yuan
2025 A* conf
Fuzzy Multimodal Learning for Trusted Cross-modal Retrieval.
CVPR
Siyuan Duan, Yuan Sun, Dezhong Peng, Zheng Liu, Xiaomin Song, Peng Hu
2025 J jnl
Fuzzy multi-neighborhood entropy-based interactive feature selection for unsupervised outlier detection.
Appl. Soft Comput.
Siyu Yang, Zhong Yuan, Chuan Luo, Hongmei Chen, Dezhong Peng
2025 J jnl
GBMOD: A granular-ball mean-shift outlier detector.
Pattern Recognit.
Shitong Cheng, Xinyu Su, Baiyang Chen, Hongmei Chen, Dezhong Peng, Zhong Yuan
2025 J jnl
Granular-ball computing guided anomaly detection for hybrid attribute data.
Int. J. Mach. Learn. Cybern.
Xinyu Su, Xiwen Wang, Dezhong Peng, Hongmei Chen, Yingke Chen, Zhong Yuan
2025 J jnl
Granular-ball computing-based Random Walk for anomaly detection.
Pattern Recognit.
Sihan Wang, Zhong Yuan, Shitong Cheng, Hongmei Chen, Dezhong Peng
2025 J jnl
Granular-ball fuzzy information-based outlier detector.
Int. J. Approx. Reason.
Qilin Li, Zhong Yuan, Dezhong Peng, Xiaomin Song, Huiming Zheng, Xinyu Su
2025 A* conf
Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification.
CVPR
Yang Qin, Chao Chen, Zhihang Fu, Dezhong Peng, Xi Peng, Peng Hu
2025 J jnl
Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification.
CoRR
Yang Qin, Chao Chen, Zhihang Fu, Dezhong Peng, Xi Peng, Peng Hu
2025 J jnl
Identifying Outliers via Local Granular-Ball Density.
IEEE Trans. Neural Networks Learn. Syst.
Xinyu Su, Xiwen Wang, Dezhong Peng, Xiaomin Song, Huiming Zheng, Zhong Yuan
2025 J jnl
Improving the Transferability of Adversarial Examples by Inverse Knowledge Distillation.
CoRR
Wenyuan Wu, Zheng Liu, Yong Chen, Chao Su, Dezhong Peng, Xu Wang
2025 J jnl
Integrating granular computing with density estimation for anomaly detection in high-dimensional heterogeneous data.
Inf. Sci.
Baiyang Chen, Zhong Yuan, Dezhong Peng, Xiaoliang Chen, Hongmei Chen, Yingke Chen
2025 A* conf
LLaVA-ReID: Selective Multi-image Questioner for Interactive Person Re-Identification.
ICML
Yiding Lu, Mouxing Yang, Dezhong Peng, Peng Hu, Yijie Lin, Xi Peng
2025 J jnl
LLaVA-ReID: Selective Multi-image Questioner for Interactive Person Re-Identification.
CoRR
Yiding Lu, Mouxing Yang, Dezhong Peng, Peng Hu, Yijie Lin, Xi Peng
2025 J jnl
Label-Informed Outlier Detection Based on Granule Density.
CoRR
Baiyang Chen, Zhong Yuan, Dezhong Peng, Hongmei Chen, Xiaomin Song, Huiming Zheng
2025 J jnl
Label-Informed Outlier Detection Based on Granule Density.
IEEE Trans. Fuzzy Syst.
Baiyang Chen, Zhong Yuan, Dezhong Peng, Hongmei Chen, Xiaomin Song, Huiming Zheng
2025 J jnl
Multi-Gate Mixture of Multi-View Graph Contrastive Learning on Electronic Health Record.
IEEE J. Biomed. Health Informatics
Yu Cao, Qian Wang, Xu Wang, Dezhong Peng, Peilin Li
2025 J jnl
Multi-granularity confidence learning for unsupervised text-to-image person re-identification with incomplete modality.
Knowl. Based Syst.
Yongxiang Li, Dezhong Peng, Haixiao Huang, Yizhi Liu, Huiming Zheng, Zheng Liu
2025 A* conf
Multi-view Hashing Classification.
ACM Multimedia
Yuhang Lan, Shilin Xu, Chao Su, Run Ye, Dezhong Peng, Yuan Sun
2025 A* conf
Noise-Robust Cross-modal Learning for Reliable 2D-3D Retrieval.
ACM Multimedia
Ao Yang, Yanglin Feng, Yuan Sun, Dezhong Peng, Guiduo Duan, Yang Qin
2025 A* conf
Noisy Label Calibration for Multi-View Classification.
AAAI
Shilin Xu, Yuan Sun, Xingfeng Li, Siyuan Duan, Zhenwen Ren, Zheng Liu, Dezhong Peng
2025 J jnl
Outlier detection in mixed-attribute data: A semi-supervised approach with fuzzy approximations and relative entropy.
Int. J. Approx. Reason.
Baiyang Chen, Zhong Yuan, Zheng Liu, Dezhong Peng, Yongxiang Li, Chang Liu, Guiduo Duan
2025 J jnl
Outlier detection in mixed-attribute data: a semi-supervised approach with fuzzy approximations and relative entropy.
CoRR
Baiyang Chen, Zhong Yuan, Zheng Liu, Dezhong Peng, Yongxiang Li, Chang Liu, Guiduo Duan
2025 J jnl
PointCloud-Text Matching: Benchmark Dataset and Baseline.
IEEE Trans. Multim.
Yanglin Feng, Yang Qin, Dezhong Peng, Hongyuan Zhu, Xi Peng, Peng Hu
2025 A* conf
ROLL: Robust Noisy Pseudo-label Learning for Multi-View Clustering with Noisy Correspondence.
CVPR
Yuan Sun, Yongxiang Li, Zhenwen Ren, Guiduo Duan, Dezhong Peng, Peng Hu
2025 A* conf
ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL.
ICLR
Yang Qin, Chao Chen, Zhihang Fu, Ze Chen, Dezhong Peng, Peng Hu, Jieping Ye
2025 A* conf
Reliable Disentanglement Multi-view Learning Against View Adversarial Attacks.
IJCAI
Xuyang Wang, Siyuan Duan, Qizhi Li, Guiduo Duan, Yuan Sun, Dezhong Peng
2025 J jnl
Reliable Disentanglement Multi-view Learning Against View Adversarial Attacks.
CoRR
Xuyang Wang, Siyuan Duan, Qizhi Li, Guiduo Duan, Yuan Sun, Dezhong Peng
2025 A* conf
RoDA: Robust Domain Alignment for Cross-Domain Retrieval Against Label Noise.
AAAI
Ziniu Yin, Yanglin Feng, Ming Yan, Xiaomin Song, Dezhong Peng, Xu Wang
2025 J jnl
Robust Duality Learning for Unsupervised Visible-Infrared Person Re-Identification.
CoRR
Yongxiang Li, Yuan Sun, Yang Qin, Dezhong Peng, Xi Peng, Peng Hu
2025 J jnl
Robust Duality Learning for Unsupervised Visible-Infrared Person Re-Identification.
IEEE Trans. Inf. Forensics Secur.
Yongxiang Li, Yuan Sun, Yang Qin, Dezhong Peng, Xi Peng, Peng Hu
2025 A* conf
Robust Self-Paced Hashing for Cross-Modal Retrieval with Noisy Labels.
AAAI
Ruitao Pu, Yuan Sun, Yang Qin, Zhenwen Ren, Xiaomin Song, Huiming Zheng, Dezhong Peng
2025 J jnl
Robust Self-Paced Hashing for Cross-Modal Retrieval with Noisy Labels.
CoRR
Ruitao Pu, Yuan Sun, Yang Qin, Zhenwen Ren, Xiaomin Song, Huiming Zheng, Dezhong Peng
2025 A* conf
SHE: Streaming-media Hashing Retrieval.
ICML
Ruitao Pu, Yang Qin, Xiaomin Song, Dezhong Peng, Zhenwen Ren, Yuan Sun
2025 J jnl
Semantic-Consistent Bidirectional Contrastive Hashing for Noisy Multi-Label Cross-Modal Retrieval.
CoRR
Likang Peng, Chao Su, Wenyuan Wu, Yuan Sun, Dezhong Peng, Xi Peng, Xu Wang
2025 J jnl
Trustworthy Visual-Textual Retrieval.
IEEE Trans. Image Process.
Yang Qin, Lifu Huang, Dezhong Peng, Bohan Jiang, Joey Tianyi Zhou, Xi Peng, Peng Hu
2025 J jnl
Underdetermined Blind Signal Separation with Smooth Approximation Function for Insufficiently Sparse Sources.
Circuits Syst. Signal Process.
Yongxiang Li, Dezhong Peng, Yong Xiang, Yingke Chen, Qingchuan Tao
2024 J jnl
Adaptive Masked Autoencoder Transformer for image classification.
Appl. Soft Comput.
Xiangru Chen, Chenjing Liu, Peng Hu, Jie Lin, Yunhong Gong, Yingke Chen, Dezhong Peng, Xue Geng
2024 J jnl
Attribute granules-based object entropy for outlier detection in nominal data.
Eng. Appl. Artif. Intell.
Chang Liu, Dezhong Peng, Hongmei Chen, Zhong Yuan
2024 J jnl
Augmented Sparse Representation for Incomplete Multiview Clustering.
IEEE Trans. Neural Networks Learn. Syst.
Jie Chen, Shengxiang Yang, Xi Peng, Dezhong Peng, Zhu Wang
2024 J jnl
Consistency-guided semi-supervised outlier detection in heterogeneous data using fuzzy rough sets.
Appl. Soft Comput.
Baiyang Chen, Zhong Yuan, Dezhong Peng, Xiaoliang Chen, Hongmei Chen
2024 A* conf
Decoupled Contrastive Multi-View Clustering with High-Order Random Walks.
AAAI
Yiding Lu, Yijie Lin, Mouxing Yang, Dezhong Peng, Peng Hu, Xi Peng
2024 — conf
Deep Noisy Multi-label Learning for Robust Cross-Modal Retrieval.
PRCV (5)
Ruitao Pu, Dezhong Peng, Fujun Hua
2024 J jnl
Deep Supervised Multi-View Learning With Graph Priors.
IEEE Trans. Image Process.
Peng Hu, Liangli Zhen, Xi Peng, Hongyuan Zhu, Jie Lin, Xu Wang, Dezhong Peng
2024 J jnl
Detecting anomalies with granular-ball fuzzy rough sets.
Inf. Sci.
Xinyu Su, Zhong Yuan, Baiyang Chen, Dezhong Peng, Hongmei Chen, Yingke Chen
2024 A* conf
DiDA: Disambiguated Domain Alignment for Cross-Domain Retrieval with Partial Labels.
AAAI
Haoran Liu, Ying Ma, Ming Yan, Yingke Chen, Dezhong Peng, Xu Wang
2024 J jnl
DifFilter: Defending Against Adversarial Perturbations With Diffusion Filter.
IEEE Trans. Inf. Forensics Secur.
Yong Chen, XueDong Li, Peng Hu, Dezhong Peng, Xu Wang
2024 J jnl
Discrete aggregation hashing for image set classification.
Expert Syst. Appl.
Yuan Sun, Dezhong Peng, Zhenwen Ren
2024 A* conf
Distribution Consistency Guided Hashing for Cross-Modal Retrieval.
ACM Multimedia
Yuan Sun, Kaiming Liu, Yongxiang Li, Zhenwen Ren, Jian Dai, Dezhong Peng
2024 A* conf
Dual Self-Paced Cross-Modal Hashing.
AAAI
Yuan Sun, Jian Dai, Zhenwen Ren, Yingke Chen, Dezhong Peng, Peng Hu
2024 J jnl
Dual Self-Paced Hashing for Image Retrieval.
IEEE Trans. Multim.
Yuan Sun, Yang Qin, Dezhong Peng, Zhenwen Ren, Chao Yang, Peng Hu
2024 A* conf
Dual Semantic Fusion Hashing for Multi-Label Cross-Modal Retrieval.
IJCAI
Kaiming Liu, Yunhong Gong, Yu Cao, Zhenwen Ren, Dezhong Peng, Yuan Sun
2024 J jnl
Evolving filter criteria for randomly initialized network pruning in image classification.
Neurocomputing
Xiangru Chen, Chenjing Liu, Peng Hu, Jie Lin, Yunhong Gong, Yingke Chen, Dezhong Peng, Xue Geng
2024 J jnl
Exploiting fuzzy rough entropy to detect anomalies.
Int. J. Approx. Reason.
Sihan Wang, Zhong Yuan, Chuan Luo, Hongmei Chen, Dezhong Peng
2024 J jnl
Fusing multi-scale fuzzy information to detect outliers.
Inf. Fusion
Baiyang Chen, Yongxiang Li, Dezhong Peng, Hongmei Chen, Zhong Yuan
2024 J jnl
Graph and text multi-modal representation learning with momentum distillation on Electronic Health Records.
Knowl. Based Syst.
Yu Cao, Xu Wang, Qian Wang, Zhong Yuan, Yongguo Shi, Dezhong Peng
2024 J jnl
Hierarchical Consensus Hashing for Cross-Modal Retrieval.
IEEE Trans. Multim.
Yuan Sun, Zhenwen Ren, Peng Hu, Dezhong Peng, Xu Wang
2024 A* conf
Image Clustering with External Guidance.
ICML
Yunfan Li, Peng Hu, Dezhong Peng, Jiancheng Lv, Jianping Fan, Xi Peng
2024 J jnl
Kernelized Fuzzy-Rough Anomaly Detection.
IEEE Trans. Fuzzy Syst.
Yan Wu, Sihan Wang, Hongmei Chen, Dezhong Peng, Zhong Yuan
2024 — conf
MFCD:A Deep Learning Method with Fuzzy Clustering for Time Series Anomaly Detection.
APWeb/WAIM (3)
Kaisheng Luo, Chang Liu, Baiyang Chen, XueDong Li, Dezhong Peng, Zhong Yuan
2024 J jnl
MetaVG: A Meta-Learning Framework for Visual Grounding.
IEEE Signal Process. Lett.
Chao Su, Zhi Li, Tianyi Lei, Dezhong Peng, Xu Wang
2024 A* conf
Noisy-Correspondence Learning for Text-to-Image Person Re-Identification.
CVPR
Yang Qin, Yingke Chen, Dezhong Peng, Xi Peng, Joey Tianyi Zhou, Peng Hu
2024 J jnl
ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL.
CoRR
Yang Qin, Chao Chen, Zhihang Fu, Ze Chen, Dezhong Peng, Peng Hu, Jieping Ye
2024 J jnl
Relaxed Energy Preserving Hashing for Image Retrieval.
IEEE Trans. Intell. Transp. Syst.
Yuan Sun, Jian Dai, Zhenwen Ren, Qilin Li, Dezhong Peng
2024 J jnl
RoMo: Robust Unsupervised Multimodal Learning With Noisy Pseudo Labels.
IEEE Trans. Image Process.
Yongxiang Li, Yang Qin, Yuan Sun, Dezhong Peng, Xi Peng, Peng Hu
2024 A* conf
Robust Contrastive Cross-modal Hashing with Noisy Labels.
ACM Multimedia
Longan Wang, Yang Qin, Yuan Sun, Dezhong Peng, Xi Peng, Peng Hu
2024 J jnl
Robust Multi-View Clustering With Noisy Correspondence.
IEEE Trans. Knowl. Data Eng.
Yuan Sun, Yang Qin, Yongxiang Li, Dezhong Peng, Xi Peng, Peng Hu
2024 J jnl
SEBGM: Sentence Embedding Based on Generation Model with multi-task learning.
Comput. Speech Lang.
Qian Wang, Weiqi Zhang, Tianyi Lei, Yu Cao, Dezhong Peng, Xu Wang
2024 J jnl
Single-Cell RNA-Seq Debiased Clustering via Batch Effect Disentanglement.
IEEE Trans. Neural Networks Learn. Syst.
Yunfan Li, Yijie Lin, Peng Hu, Dezhong Peng, Han Luo, Xi Peng
2023 B conf
A Trigger-Free Method Enhanced by Coreference Information for Document-Level Event Extraction.
IJCNN
Fumin Chen, Xu Wang, Xiaohui Liu, Dezhong Peng
2023 J jnl
Anomaly detection based on weighted fuzzy-rough density.
Appl. Soft Comput.
Zhong Yuan, Baiyang Chen, Jia Liu, Hongmei Chen, Dezhong Peng, Peilin Li
2023 J jnl
CLSEP: Contrastive learning of sentence embedding with prompt.
Knowl. Based Syst.
Qian Wang, Weiqi Zhang, Tianyi Lei, Yu Cao, Dezhong Peng, Xu Wang
2023 A* conf
Comprehensive and Delicate: An Efficient Transformer for Image Restoration.
CVPR
Haiyu Zhao, Yuanbiao Gou, Boyun Li, Dezhong Peng, Jiancheng Lv, Xi Peng
2023 A* conf
Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image Retrieval.
AAAI
Xu Wang, Dezhong Peng, Ming Yan, Peng Hu
2023 J jnl
Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image Retrieval.
CoRR
Xu Wang, Dezhong Peng, Ming Yan, Peng Hu
2023 J jnl
Cross-Domain Alignment for Zero-Shot Sketch-Based Image Retrieval.
IEEE Trans. Circuits Syst. Video Technol.
Xu Wang, Dezhong Peng, Peng Hu, Yunhong Gong, Yong Chen
2023 J jnl
Cross-Modal Retrieval With Partially Mismatched Pairs.
IEEE Trans. Pattern Anal. Mach. Intell.
Peng Hu, Zhenyu Huang, Dezhong Peng, Xu Wang, Xi Peng
2023 A* conf
Cross-modal Active Complementary Learning with Self-refining Correspondence.
NeurIPS
Yang Qin, Yuan Sun, Dezhong Peng, Joey Tianyi Zhou, Xi Peng, Peng Hu
2023 J jnl
Cross-modal Active Complementary Learning with Self-refining Correspondence.
CoRR
Yang Qin, Yuan Sun, Dezhong Peng, Joey Tianyi Zhou, Xi Peng, Peng Hu
2023 J jnl
Decoupled Contrastive Multi-view Clustering with High-order Random Walks.
CoRR
Yiding Lu, Yijie Lin, Mouxing Yang, Dezhong Peng, Peng Hu, Xi Peng
2023 A* conf
Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric.
CVPR
Pengxin Zeng, Yunfan Li, Peng Hu, Dezhong Peng, Jiancheng Lv, Xi Peng
2023 J jnl
Development of a knowledge-based healthcare-associated infections surveillance system in China.
BMC Medical Informatics Decis. Mak.
Yu Cao, Yaojun Niu, Xuetao Tian, Dezhong Peng, Li Lu, Haojun Zhang
2023 — conf
Dynamic Voting for Efficient Reasoning in Large Language Models.
EMNLP (Findings)
Mingfeng Xue, Dayiheng Liu, Wenqiang Lei, Xingzhang Ren, Baosong Yang, Jun Xie, Yidan Zhang, Dezhong Peng, Jiancheng Lv
2023 J jnl
Fuzzy granular anomaly detection using Markov random walk.
Inf. Sci.
Chang Liu, Zhong Yuan, Baiyang Chen, Hongmei Chen, Dezhong Peng
2023 B conf
GLQA: A Generation-based Method for Legal Question Answering.
IJCNN
Weiqi Zhang, Hechuan Shen, Tianyi Lei, Qian Wang, Dezhong Peng, Xu Wang
2023 J jnl
Hierarchical Hashing Learning for Image Set Classification.
IEEE Trans. Image Process.
Yuan Sun, Xu Wang, Dezhong Peng, Zhenwen Ren, Xiaobo Shen
2023 J jnl
Image Clustering with External Guidance.
CoRR
Yunfan Li, Peng Hu, Dezhong Peng, Jiancheng Lv, Jianping Fan, Xi Peng
2023 A* conf
Incomplete Multi-view Clustering via Prototype-based Imputation.
IJCAI
Haobin Li, Yunfan Li, Mouxing Yang, Peng Hu, Dezhong Peng, Xi Peng
2023 J jnl
Incomplete Multi-view Clustering via Prototype-based Imputation.
CoRR
Haobin Li, Yunfan Li, Mouxing Yang, Peng Hu, Dezhong Peng, Xi Peng
2023 J jnl
Learning relationship-preserving representation for multi-task adversarial attacks.
Neurocomputing
Yong Chen, Xu Wang, Peng Hu, Zhong Yuan, Dezhong Peng, Qilin Li
2023 J jnl
MFGAD: Multi-fuzzy granules anomaly detection.
Inf. Fusion
Zhong Yuan, Hongmei Chen, Chuan Luo, Dezhong Peng
2023 J jnl
Multiview Clustering by Consensus Spectral Rotation Fusion.
IEEE Trans. Image Process.
Jie Chen, Hua Mao, Dezhong Peng, Changqing Zhang, Xi Peng
2023 J jnl
Noisy-Correspondence Learning for Text-to-Image Person Re-identification.
CoRR
Yang Qin, Yingke Chen, Dezhong Peng, Xi Peng, Joey Tianyi Zhou, Peng Hu
2023 A* conf
ROAD: Robust Unsupervised Domain Adaptation with Noisy Labels.
ACM Multimedia
Yanglin Feng, Hongyuan Zhu, Dezhong Peng, Xi Peng, Peng Hu
2023 A* conf
RONO: Robust Discriminative Learning with Noisy Labels for 2D-3D Cross-Modal Retrieval.
CVPR
Yanglin Feng, Hongyuan Zhu, Dezhong Peng, Xi Peng, Peng Hu
2023 J jnl
Statistically Dependent Blind Signal Separation Under Relaxed Sparsity.
IEEE Signal Process. Lett.
Yongxiang Li, Dezhong Peng, Yong Xiang, Qingchuan Tao, Zhong Yuan
2023 A* conf
Stepwise Refinement Short Hashing for Image Retrieval.
ACM Multimedia
Yuan Sun, Dezhong Peng, Jian Dai, Zhenwen Ren
2023 A* conf
Unifying Discrete and Continuous Representations for Unsupervised Paraphrase Generation.
EMNLP
Mingfeng Xue, Dayiheng Liu, Wenqiang Lei, Jie Fu, Jian Lan, Mei Li, Baosong Yang, Jun Xie, Yidan Zhang, Dezhong Peng, Jiancheng Lv
2023 J jnl
Unsupervised Contrastive Cross-Modal Hashing.
IEEE Trans. Pattern Anal. Mach. Intell.
Peng Hu, Hongyuan Zhu, Jie Lin, Dezhong Peng, Yin-Ping Zhao, Xi Peng
2022 B conf
Adaptive Meta-learner via Gradient Similarity for Few-shot Text Classification.
COLING
Tianyi Lei, Honghui Hu, Qiaoyang Luo, Dezhong Peng, Xu Wang
2022 J jnl
Adaptive Meta-learner via Gradient Similarity for Few-shot Text Classification.
CoRR
Tianyi Lei, Honghui Hu, Qiaoyang Luo, Dezhong Peng, Xu Wang
2022 A* conf
Deep Evidential Learning with Noisy Correspondence for Cross-modal Retrieval.
ACM Multimedia
Yang Qin, Dezhong Peng, Xi Peng, Xu Wang, Peng Hu
2022 J jnl
Deep Fair Clustering via Maximizing and Minimizing Mutual Information.
CoRR
Pengxin Zeng, Yunfan Li, Peng Hu, Dezhong Peng, Jiancheng Lv, Xi Peng
2022 J jnl
Deep Semisupervised Class- and Correlation-Collapsed Cross-View Learning.
IEEE Trans. Cybern.
Xu Wang, Peng Hu, Pei Liu, Dezhong Peng
2022 J jnl
Deep Semisupervised Multiview Learning With Increasing Views.
IEEE Trans. Cybern.
Peng Hu, Xi Peng, Hongyuan Zhu, Liangli Zhen, Jie Lin, Huaibai Yan, Dezhong Peng
2022 A* conf
Feature and Semantic Views Consensus Hashing for Image Set Classification.
ACM Multimedia
Yuan Sun, Dezhong Peng, Haixiao Huang, Zhenwen Ren
2022 J jnl
Improving patient self-description in Chinese online consultation using contextual prompts.
BMC Medical Informatics Decis. Mak.
XueDong Li, Dezhong Peng, Yue Wang
2022 J jnl
Large-Scale Affine Matrix Rank Minimization With a Novel Nonconvex Regularizer.
IEEE Trans. Neural Networks Learn. Syst.
Zhi Wang, Yu Liu, Xin Luo, Jianjun Wang, Chao Gao, Dezhong Peng, Wu Chen
2022 J jnl
MagicGAN: Multiagent Attacks Generate Interferential Category via GAN.
Knowl. Based Syst.
Yong Chen, Xu Wang, Peng Hu, Dezhong Peng
2022 A* conf
Maximizing h-hop Independently Submodular Functions Under Connectivity Constraint.
INFOCOM
Wenzheng Xu, Dezhong Peng, Weifa Liang, Xiaohua Jia, Zichuan Xu, Pan Zhou, Weigang Wu, Xiang Chen
2022 J jnl
Multi-scaled self-attention for drug-target interaction prediction based on multi-granularity representation.
BMC Bioinform.
Yuni Zeng, Xiangru Chen, Dezhong Peng, Lijun Zhang, Haixiao Huang
2022 J jnl
Twin Contrastive Learning for Online Clustering.
CoRR
Yunfan Li, Mouxing Yang, Dezhong Peng, Taihao Li, Jiantao Huang, Xi Peng
2022 J jnl
Twin Contrastive Learning for Online Clustering.
Int. J. Comput. Vis.
Yunfan Li, Mouxing Yang, Dezhong Peng, Taihao Li, Jiantao Huang, Xi Peng
2021 J jnl
A robust digital watermarking method for depth-image-based rendering 3D video.
Multim. Tools Appl.
Yifan Luo, Dezhong Peng
2021 J jnl
Approximation Algorithms for the Generalized Team Orienteering Problem and its Applications.
IEEE/ACM Trans. Netw.
Wenzheng Xu, Weifa Liang, Zichuan Xu, Jian Peng, Dezhong Peng, Tang Liu, Xiaohua Jia, Sajal K. Das
2021 — conf
CLASS: A Novel Method for Chinese Legal Judgments Summarization.
CSAE
Dongjin Li, Ke Yang, Lijun Zhang, Dawei Yin, Dezhong Peng
2021 A* conf
Contrastive Clustering.
AAAI
Yunfan Li, Peng Hu, Jerry Zitao Liu, Dezhong Peng, Joey Tianyi Zhou, Xi Peng
2021 J jnl
Cross-modal discriminant adversarial network.
Pattern Recognit.
Peng Hu, Xi Peng, Hongyuan Zhu, Jie Lin, Liangli Zhen, Wei Wang, Dezhong Peng
2021 J jnl
DRSL: Deep Relational Similarity Learning for Cross-modal Retrieval.
Inf. Sci.
Xu Wang, Peng Hu, Liangli Zhen, Dezhong Peng
2021 J jnl
Deep drug-target binding affinity prediction with multiple attention blocks.
Briefings Bioinform.
Yuni Zeng, Xiangru Chen, Yujie Luo, XueDong Li, Dezhong Peng
2021 J jnl
Evolving Deep Convolutional Variational Autoencoders for Image Classification.
IEEE Trans. Evol. Comput.
Xiangru Chen, Yanan Sun, Mengjie Zhang, Dezhong Peng
2021 J jnl
Global-Attention-Based Neural Networks for Vision Language Intelligence.
IEEE CAA J. Autom. Sinica
Pei Liu, Yingjie Zhou, Dezhong Peng, Dapeng Wu
2021 J jnl
Joint Versus Independent Multiview Hashing for Cross-View Retrieval.
IEEE Trans. Cybern.
Peng Hu, Xi Peng, Hongyuan Zhu, Jie Lin, Liangli Zhen, Dezhong Peng
2021 J jnl
UAVData: A dataset for unmanned aerial vehicle detection.
Soft Comput.
Yuni Zeng, Qianwen Duan, Xiangru Chen, Dezhong Peng, Yao Mao, Ke Yang
2021 J jnl
When BERT meets Bilbo: a learning curve analysis of pretrained language model on disease classification.
BMC Medical Informatics Decis. Mak.
XueDong Li, Walter Yuan, Dezhong Peng, Qiaozhu Mei, Yue Wang
2020 J jnl
A robust watermarking method for MPEG-4 SLS audio.
Multim. Tools Appl.
Yifan Luo, Dezhong Peng
2020 J jnl
Contrastive Clustering.
CoRR
Yunfan Li, Peng Hu, Zitao Liu, Dezhong Peng, Joey Tianyi Zhou, Xi Peng
2020 J jnl
Kernel truncated regression representation for robust subspace clustering.
Inf. Sci.
Liangli Zhen, Dezhong Peng, Wei Wang, Xin Yao
2020 J jnl
Objective reduction for visualising many-objective solution sets.
Inf. Sci.
Liangli Zhen, Miqing Li, Dezhong Peng, Xin Yao
2020 — conf
When BERT Meets Bilbo: A Learning Curve Analysis of Pretrained Language Model on Disease Classification.
ICHI
XueDong Li, Walter Yuan, Dezhong Peng, Qiaozhu Mei, Yue Wang
2019 J jnl
A General Approach for Achieving Supervised Subspace Learning in Sparse Representation.
IEEE Access
Jianshun Sang, Dezhong Peng, Yongsheng Sang
2019 — conf
A Semantic-Based Short-Text Fast Clustering Method on Hotline Records in Chengdu.
DASC/PiCom/DataCom/CyberSciTech
Xiaorong Pu, Kun Long, Kecheng Chen, Mei Xie, Jiancheng Lv, Dezhong Peng
2019 J jnl
Adversarial correlated autoencoder for unsupervised multi-view representation learning.
Knowl. Based Syst.
Xu Wang, Dezhong Peng, Peng Hu, Yongsheng Sang
2019 J jnl
An Improved Minor Component Analysis Algorithm Based on Convergence Analysis of 5G Multi-Dimensional Signals.
IEEE Access
Peng Chen, Lei Wu, Dezhong Peng, Xiaoyue Gong, Victor Hugo C. de Albuquerque
2019 J jnl
Analysis and Improvement of a Mutual Authentication Scheme for Wireless Body Area Networks.
J. Medical Syst.
Rui Chen, Dezhong Peng
2019 A* conf
Deep Supervised Cross-Modal Retrieval.
CVPR
Liangli Zhen, Peng Hu, Xu Wang, Dezhong Peng
2019 J jnl
Dual-Domain Audio Watermarking Algorithm Based on Flexible Segmentation and Adaptive Embedding.
IEEE Access
Yifan Luo, Dezhong Peng, Yongsheng Sang, Yong Xiang
2019 — conf
Improving Rare Disease Classification Using Imperfect Knowledge Graph.
ICHI
XueDong Li, Yue Wang, Dongwu Wang, Walter Yuan, Dezhong Peng, Qiaozhu Mei
2019 J jnl
Improving rare disease classification using imperfect knowledge graph.
BMC Medical Informatics Decis. Mak.
XueDong Li, Yue Wang, Dongwu Wang, Walter Yuan, Dezhong Peng, Qiaozhu Mei
2019 J jnl
Multi-View Linear Discriminant Analysis Network.
IEEE Trans. Image Process.
Peng Hu, Dezhong Peng, Yongsheng Sang, Yong Xiang
2019 J jnl
Multimodal adversarial network for cross-modal retrieval.
Knowl. Based Syst.
Peng Hu, Dezhong Peng, Xu Wang, Yong Xiang
2019 J jnl
Progressive Average-Based Smart Meter Privacy Enhancement Using Rechargeable Batteries.
IEEE Internet Things J.
Iynkaran Natgunanathan, Mohammad Belayet Hossain, Yong Xiang, Longxiang Gao, Dezhong Peng, Jianxin Li
2019 A* conf
Scalable Deep Multimodal Learning for Cross-Modal Retrieval.
SIGIR
Peng Hu, Liangli Zhen, Dezhong Peng, Pei Liu
2019 A* conf
Separated Variational Hashing Networks for Cross-Modal Retrieval.
ACM Multimedia
Peng Hu, Xu Wang, Liangli Zhen, Dezhong Peng
2019 J jnl
Spectrogram based multi-task audio classification.
Multim. Tools Appl.
Yuni Zeng, Hua Mao, Dezhong Peng, Zhang Yi
2018 J jnl
A Novel NTRU-Based Handover Authentication Scheme for Wireless Networks.
IEEE Commun. Lett.
Rui Chen, Dezhong Peng
2018 J jnl
Local feature based multi-view discriminant analysis.
Knowl. Based Syst.
Peng Hu, Dezhong Peng, Jixiang Guo, Liangli Zhen
2018 J jnl
Massive MIMO Linear Precoding: A Survey.
IEEE Syst. J.
Nusrat Fatema, Guang Hua, Yong Xiang, Dezhong Peng, Iynkaran Natgunanathan
2018 J jnl
Multiobjective Test Problems with Degenerate Pareto Fronts.
CoRR
Liangli Zhen, Miqing Li, Ran Cheng, Dezhong Peng, Xin Yao
2018 J jnl
Spread Spectrum Audio Watermarking Using Multiple Orthogonal PN Sequences and Variable Embedding Strengths and Polarities.
IEEE ACM Trans. Audio Speech Lang. Process.
Yong Xiang, Iynkaran Natgunanathan, Dezhong Peng, Guang Hua, Bo Liu
2017 — conf
Adjusting Parallel Coordinates for Investigating Multi-objective Search.
SEAL
Liangli Zhen, Miqing Li, Ran Cheng, Dezhong Peng, Xin Yao
2017 J jnl
An Anonymous Authentication Scheme with the Enhanced Security for Wireless Communications.
Wirel. Pers. Commun.
Rui Chen, Dezhong Peng
2017 J jnl
Kernel Truncated Regression Representation for Robust Subspace Clustering.
CoRR
Liangli Zhen, Dezhong Peng, Xin Yao
2017 J jnl
Precoding-Based Blind Separation of MIMO FIR Mixtures.
IEEE Access
Liu Yang, Yong Xiang, Dezhong Peng
2017 J jnl
Second-Order Cyclostationary Statistics-Based Blind Source Extraction From Convolutional Mixtures.
IEEE Access
Yong Xiang, Dezhong Peng, Indivarie Ubhayaratne, Bernard Rolfe, Michael Pereira
2017 J jnl
Underdetermined Blind Separation by Combining Sparsity and Independence of Sources.
IEEE Access
Peng Chen, Dezhong Peng, Liangli Zhen, Yifan Luo, Yong Xiang
2017 J jnl
Underdetermined Blind Source Separation Using Sparse Coding.
IEEE Trans. Neural Networks Learn. Syst.
Liangli Zhen, Dezhong Peng, Zhang Yi, Yong Xiang, Peng Chen
2014 J jnl
A second-order blind equalization method robust to ill-conditioned SIMO FIR channels.
Digit. Signal Process.
Yong Xiang, Liu Yang, Dezhong Peng, Shengli Xie
2014 J jnl
Robust patchwork-based watermarking method for stereo audio signals.
Multim. Tools Appl.
Iynkaran Natgunanathan, Yong Xiang, Yue Rong, Dezhong Peng
2013 J jnl
Adaptive blind equalization of time-varying SIMO systems driven by QPSK inputs.
Digit. Signal Process.
Dezhong Peng, Yong Xiang, Hieu Minh Trinh, Zhihong Man
2013 J jnl
Free-gram phrase identification for modeling Chinese text.
Inf. Process. Lett.
Xi Peng, Zhang Yi, Xiao-Yong Wei, Dezhong Peng, Yongsheng Sang
2013 J jnl
Local Neighborhood Embedding for Unsupervised Nonlinear Dimension Reduction.
J. Softw.
Liangli Zhen, Xi Peng, Dezhong Peng
2013 J jnl
Locally linear representation for subspace learning and clustering
CoRR
Liangli Zhen, Zhang Yi, Xi Peng, Dezhong Peng
2013 J jnl
Novel Z-Domain Precoding Method for Blind Separation of Spatially Correlated Signals.
IEEE Trans. Neural Networks Learn. Syst.
Yong Xiang, Dezhong Peng, Yang Xiang, Song Guo
2012 J jnl
A Dual-Channel Time-Spread Echo Method for Audio Watermarking.
IEEE Trans. Inf. Forensics Secur.
Yong Xiang, Iynkaran Natgunanathan, Dezhong Peng, Wanlei Zhou, Shui Yu
2012 J jnl
A Globally Convergent MC Algorithm With an Adaptive Learning Rate.
IEEE Trans. Neural Networks Learn. Syst.
Dezhong Peng, Zhang Yi, Yong Xiang, Haixian Zhang
2011 J jnl
CM-Based Blind Equalization of Time-Varying SIMO-FIR Channel With Single Pulsation Estimation.
IEEE Trans. Veh. Technol.
Dezhong Peng, Yong Xiang, Zhang Yi, Shui Yu
2011 J jnl
Effective Pseudonoise Sequence and Decoding Function for Imperceptibility and Robustness Enhancement in Time-Spread Echo-Based Audio Watermarking.
IEEE Trans. Multim.
Yong Xiang, Dezhong Peng, Iynkaran Natgunanathan, Wanlei Zhou
2010 J jnl
A new blind method for separating M+1 sources from M mixtures.
Comput. Math. Appl.
Dezhong Peng, Yong Xiang, Hieu Minh Trinh
2010 J jnl
Estimation of basis frequencies for time-varying SIMO channels: a second-order method.
IEEE Trans. Signal Process.
Dezhong Peng, Yong Xiang, Defeng Huang
2010 J jnl
Underdetermined blind separation of non-sparse sources using spatial time-frequency distributions.
Digit. Signal Process.
Dezhong Peng, Yong Xiang
2009 J jnl
A unified learning algorithm to extract principal and minor components.
Digit. Signal Process.
Dezhong Peng, Zhang Yi, Yong Xiang
2009 J jnl
Underdetermined Blind Source Separation Based on Relaxed Sparsity Condition of Sources.
IEEE Trans. Signal Process.
Dezhong Peng, Yong Xiang
2008 J jnl
A neural networks learning algorithm for minor component analysis and its convergence analysis.
Neurocomputing
Dezhong Peng, Zhang Yi, Jiancheng Lv, Yong Xiang
2008 J jnl
A stable MCA learning algorithm.
Comput. Math. Appl.
Dezhong Peng, Zhang Yi, Jiancheng Lv, Yong Xiang
2008 J jnl
On the discrete time dynamics of a self-stabilizing MCA learning algorithm.
Math. Comput. Model.
Dezhong Peng, Zhang Yi, Yong Xiang
2007 J jnl
A Modified Oja-Xu MCA Learning Algorithm and Its Convergence Analysis.
IEEE Trans. Circuits Syst. II Express Briefs
Dezhong Peng, Zhang Yi
2007 J jnl
Convergence analysis of a simple minor component analysis algorithm.
Neural Networks
Dezhong Peng, Zhang Yi, Wenjing Luo
2007 J jnl
Convergence analysis of the OJAn MCA learning algorithm by the deterministic discrete time method.
Theor. Comput. Sci.
Dezhong Peng, Zhang Yi
2007 J jnl
Dynamics of Generalized PCA and MCA Learning Algorithms.
IEEE Trans. Neural Networks
Dezhong Peng, Zhang Yi
2006 J jnl
Convergence analysis of a deterministic discrete time system of feng's MCA learning algorithm.
IEEE Trans. Signal Process.
Dezhong Peng, Zhang Yi
2005 — conf
A Modified MCA EXIN Algorithm and Its Convergence Analysis.
ISNN (1)
Dezhong Peng, Zhang Yi, XiaoLin Xiang