Yuheng Jia

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 82

Top Topics

Hyperspectral Image Classification

Subspace Clustering

Matrix Factorization

Top Venues

IEEE Trans. Circuits Syst. Video Technol.

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Image Process.

Publications

Yuheng Jia, Sirui Tao, Ran Wang, Yongheng Wang
Ensemble Clustering via Co-Association Matrix Self-Enhancement. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Zhiqiang Kou, Jing Wang, Yuheng Jia, Xin Geng
Inaccurate Label Distribution Learning with Dependency Noise. CoRR (2024)
Shujun Yang, Yuheng Jia, Yao Ding, Xin Wu, Danfeng Hong
Unlabeled Data Guided Partial Label Learning for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Weili Jiang, Yiming Li, Yuheng Jia, Yuan Feng, Zhang Yi, Mao Chen, Jianyong Wang
Ori-Net: Orientation-guided Neural Network for Automated Coronary Arteries Segmentation. Expert Syst. Appl. 238 (Part C) (2024)
Yuheng Jia, Jia-Nan Li, Wenhui Wu, Ran Wang
Semi-supervised Symmetric Matrix Factorization with Low-Rank Tensor Representation. CoRR (2024)
Weili Jiang, Yiming Li, Yuheng Jia, Yuan Feng, Yi Zhang, Jianyong Wang, Mao Chen
Segmentation of coronary artery based on discriminative frequency learning and coronary-geometric refinement. Comput. Biol. Medicine 181 (2024)
Qian Zeng, Yuheng Jia, Chuanqi Li, Liyuan Liu
3-D Deployment of UAV-BSs for Effective Communication Coverage. IEEE Internet Things J. 11 (14) (2024)
Fuchao Yang, Yuheng Jia, Hui Liu, Yongqiang Dong, Junhui Hou
Noisy Label Removal for Partial Multi-Label Learning. KDD (2024)
Jianhan Qi, Yuheng Jia, Hui Liu, Junhui Hou
Superpixel Graph Contrastive Clustering with Semantic-Invariant Augmentations for Hyperspectral Images. CoRR (2024)
Jiahao Jiang, Yuheng Jia, Hui Liu, Junhui Hou
FairMatch: Promoting Partial Label Learning by Unlabeled Samples. KDD (2024)
Liyang Hu, Yuheng Jia, Weijie Chen, Longhui Wen, Zhirui Ye
A Flexible and Robust Tensor Completion Approach for Traffic Data Recovery With Low-Rankness. IEEE Trans. Intell. Transp. Syst. 25 (3) (2024)
Yuheng Jia, Jianhong Cheng, Hui Liu, Junhui Hou
Towards Calibrated Deep Clustering Network. CoRR (2024)
Yuheng Jia, Xiaorui Peng, Ran Wang, Min-Ling Zhang
Long-Tailed Partial Label Learning by Head Classifier and Tail Classifier Cooperation. AAAI (2024)
Yuheng Jia, Fuchao Yang, Yongqiang Dong
Partial Label Learning with Dissimilarity Propagation guided Candidate Label Shrinkage. NeurIPS (2023)
Mingyuan Xu, Haiyun Guo, Yuheng Jia, Zhitao Dai, Jinqiao Wang
Pseudo Label Rectification With Joint Camera Shift Adaptation and Outlier Progressive Recycling for Unsupervised Person Re-Identification. IEEE Trans. Intell. Transp. Syst. 24 (3) (2023)
Yuheng Jia, Guanxing Lu, Hui Liu, Junhui Hou
Semi-Supervised Subspace Clustering via Tensor Low-Rank Representation. IEEE Trans. Circuits Syst. Video Technol. 33 (7) (2023)
Zhiqiang Kou, Yuheng Jia, Xin Geng
Inaccurate Label Distribution Learning. CoRR (2023)
Yuheng Jia, Jiahao Jiang, Yongheng Wang
Semantic Dissimilarity Guided Locality Preserving Projections for Partial Label Dimensionality Reduction. KDD (2023)
Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou
Deep Attention-Guided Graph Clustering With Dual Self-Supervision. IEEE Trans. Circuits Syst. Video Technol. 33 (7) (2023)
Yuheng Jia, Jiawei Tang, Jiahao Jiang
Label Distribution Learning from Logical Label. CoRR (2023)
Zhiqiang Kou, Jing Wang, Yuheng Jia, Xin Geng
Exploiting Multi-Label Correlation in Label Distribution Learning. CoRR (2023)
Ran Wang, Jingyu Xiong, Haopeng Ke, Yuheng Jia, Debby Dan Wang
Improving the Adversarial Robustness of Deep Neural Networks via Efficient Two-Stage Training. ICMLC (2023)
Luosang Gadeng, Yuheng Jia, Jianyong Wang, Yiming Li, Yuan Feng, Mao Chen, Zhang Yi
MemGCN: memory-augmented graph neural network for predict conduction disturbance after transcatheter aortic valve replacement. Appl. Intell. 53 (22) (2023)
Yuheng Jia, Chongjie Si, Min-Ling Zhang
Complementary Classifier Induced Partial Label Learning. CoRR (2023)
Yuheng Jia, Chongjie Si, Min-Ling Zhang
Complementary Classifier Induced Partial Label Learning. KDD (2023)
Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou
EGRC-Net: Embedding-Induced Graph Refinement Clustering Network. IEEE Trans. Image Process. 32 (2023)
Kouzhiqiang Yucheng Xie, Jing Wang, Yuheng Jia, Boyu Shi, Xin Geng
RankMatch: A Novel Approach to Semi-Supervised Label Distribution Learning Leveraging Inter-label Correlations. CoRR (2023)
Zhiqiang Kou, Yuheng Jia, Jing Wang, Boyu Shi, Xin Geng
Data Augmentation For Label Enhancement. CoRR (2023)
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang
Semisupervised Affinity Matrix Learning via Dual-Channel Information Recovery. IEEE Trans. Cybern. 52 (8) (2022)
Dengyong Zhang, Taowei Wang, Shujun Yang, Yuheng Jia, Feng Li
Spectral Reweighting and Spectral Similarity Weighting for Sparse Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang
Self-Supervised Symmetric Nonnegative Matrix Factorization. IEEE Trans. Circuits Syst. Video Technol. 32 (7) (2022)
Zhihao Peng, Yuheng Jia, Hui Liu, Junhui Hou, Qingfu Zhang
Maximum Entropy Subspace Clustering Network. IEEE Trans. Circuits Syst. Video Technol. 32 (4) (2022)
Chongjie Si, Yuheng Jia, Ran Wang, Min-Ling Zhang, Yanghe Feng, Chongxiao Qu
Multi-label Classification with High-rank and High-order Label Correlations. CoRR (2022)
Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou
Adaptive Attribute and Structure Subspace Clustering Network. IEEE Trans. Image Process. 31 (2022)
Guanxing Lu, Yuheng Jia, Junhui Hou
Semi-Supervised Subspace Clustering via Tensor Low-Rank Representation. CoRR (2022)
Hui Liu, Yuheng Jia, Junhui Hou, Qingfu Zhang
Learning Low-Rank Graph With Enhanced Supervision. IEEE Trans. Circuits Syst. Video Technol. 32 (4) (2022)
Yang He, Yuheng Jia, Liyang Hu, Chengchuan An, Zhenbo Lu, Jingxin Xia
A Parameter-free Nonconvex Low-rank Tensor Completion Model for Spatiotemporal Traffic Data Recovery. CoRR (2022)
Hui Liu, Yuheng Jia, Junhui Hou, Qingfu Zhang
Global-Local Balanced Low-Rank Approximation of Hyperspectral Images for Classification. IEEE Trans. Circuits Syst. Video Technol. 32 (4) (2022)
Yuheng Jia, Sirui Tao, Ran Wang, Yongheng Wang
Ensemble Clustering via Co-association Matrix Self-enhancement. CoRR (2022)
Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou
Graph Augmentation Clustering Network. CoRR (2022)
Shujun Yang, Yu Zhang, Yuheng Jia, Weijia Zhang
Local Low-Rank Approximation With Superpixel-Guided Locality Preserving Graph for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Shujun Yang, Junhui Hou, Yuheng Jia, Shaohui Mei, Qian Du
Superpixel-Guided Discriminative Low-Rank Representation of Hyperspectral Images for Classification. IEEE Trans. Image Process. 30 (2021)
Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou
Attention-driven Graph Clustering Network. CoRR (2021)
Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou
Deep Attention-guided Graph Clustering with Dual Self-supervision. CoRR (2021)
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang
Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation. IEEE Trans. Circuits Syst. Video Technol. 31 (12) (2021)
Wenhui Wu, Yuheng Jia, Shiqi Wang, Ran Wang, Hongfei Fan, Sam Kwong
Positive and Negative Label-Driven Nonnegative Matrix Factorization. IEEE Trans. Circuits Syst. Video Technol. 31 (7) (2021)
Yuheng Jia, Wenhui Wu, Ran Wang, Junhui Hou, Sam Kwong
Joint Optimization for Pairwise Constraint Propagation. IEEE Trans. Neural Networks Learn. Syst. 32 (7) (2021)
Shujun Yang, Junhui Hou, Yuheng Jia, Shaohui Mei, Qian Du
Superpixel-guided Discriminative Low-rank Representation of Hyperspectral Images for Classification. CoRR (2021)
Ran Wang, Sam Kwong, Xu Wang, Yuheng Jia
-labelsets ensemble for multi-label classification. Pattern Recognit. 109 (2021)
Hua Li, Yuheng Jia, Runmin Cong, Wenhui Wu, Sam Tak-Wu Kwong, Chuanbo Chen
Superpixel Segmentation Based on Spatially Constrained Subspace Clustering. IEEE Trans. Ind. Informatics 17 (11) (2021)
Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou
Attention-driven Graph Clustering Network. ACM Multimedia (2021)
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang
Self-supervised Symmetric Nonnegative Matrix Factorization. CoRR (2021)
Yuheng Jia, Hui Liu, Junhui Hou, Qingfu Zhang
Clustering Ensemble Meets Low-rank Tensor Approximation. AAAI (2021)
Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou
Adaptive Attribute and Structure Subspace Clustering Network. CoRR (2021)
Jingchao Cao, Ran Wang, Yuheng Jia, Xinfeng Zhang, Shiqi Wang, Sam Kwong
No-reference image quality assessment for contrast-changed images via a semi-supervised robust PCA model. Inf. Sci. 574 (2021)
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong
Semisupervised Adaptive Symmetric Non-Negative Matrix Factorization. IEEE Trans. Cybern. 51 (5) (2021)
Yuheng Jia, Junhui Hou, Sam Kwong
Constrained Clustering With Dissimilarity Propagation-Guided Graph-Laplacian PCA. IEEE Trans. Neural Networks Learn. Syst. 32 (9) (2021)
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang
Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation. CoRR (2020)
Zhihao Peng, Yuheng Jia, Junhui Hou
Non-Negative Transfer Learning With Consistent Inter-Domain Distribution. IEEE Signal Process. Lett. 27 (2020)
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong
Pairwise Constraint Propagation With Dual Adversarial Manifold Regularization. IEEE Trans. Neural Networks Learn. Syst. 31 (12) (2020)
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong
Clustering-Aware Graph Construction: A Joint Learning Perspective. IEEE Trans. Signal Inf. Process. over Networks 6 (2020)
Yuheng Jia, Sam Kwong, Ran Wang
Applying Exponential Family Distribution to Generalized Extreme Learning Machine. IEEE Trans. Syst. Man Cybern. Syst. 50 (5) (2020)
Yuheng Jia, Sam Kwong, Junhui Hou, Wenhui Wu
Semi-Supervised Non-Negative Matrix Factorization With Dissimilarity and Similarity Regularization. IEEE Trans. Neural Networks Learn. Syst. 31 (7) (2020)
Zhihao Peng, Yuheng Jia, Hui Liu, Junhui Hou, Qingfu Zhang
Maximum Entropy Subspace Clustering Network. CoRR (2020)
Yuheng Jia, Hui Liu, Junhui Hou, Qingfu Zhang
Clustering Ensemble Meets Low-rank Tensor Approximation. CoRR (2020)
Hua Li, Yuheng Jia, Runmin Cong, Wenhui Wu, Sam Kwong, Chuanbo Chen
Superpixel Segmentation Based on Spatially Constrained Subspace Clustering. CoRR (2020)
Shujun Yang, Junhui Hou, Yuheng Jia, Shaohui Mei, Qian Du
Hyperspectral Image Classification via Sparse Representation With Incremental Dictionaries. IEEE Geosci. Remote. Sens. Lett. 17 (9) (2020)
Yuheng Jia, Sam Kwong, Wenhui Wu, Ran Wang, Wei Gao
Sparse Bayesian Learning-Based Kernel Poisson Regression. IEEE Trans. Cybern. 49 (1) (2019)
Shujun Yang, Junhui Hou, Yuheng Jia, Shaohui Mei, Qian Du
Pseudolabel Guided Kernel Learning for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (3) (2019)
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong
Clustering-aware Graph Construction: A Joint Learning Perspective. CoRR (2019)
Wenhui Wu, Sam Kwong, Junhui Hou, Yuheng Jia, Horace Ho-Shing Ip
Simultaneous Dimensionality Reduction and Classification via Dual Embedding Regularized Nonnegative Matrix Factorization. IEEE Trans. Image Process. 28 (8) (2019)
Hui Liu, Yuheng Jia, Junhui Hou, Qingfu Zhang
Imbalance-aware Pairwise Constraint Propagation. ACM Multimedia (2019)
Hua Li, Sam Kwong, Chuanbo Chen, Yuheng Jia, Runmin Cong
Superpixel Segmentation Based on Square-Wise Asymmetric Partition and Structural Approximation. IEEE Trans. Multim. 21 (10) (2019)
Yuheng Jia, Sam Kwong, Junhui Hou
Semi-Supervised Spectral Clustering With Structured Sparsity Regularization. IEEE Signal Process. Lett. 25 (3) (2018)
Yuheng Jia, Sam Kwong, Junhui Hou, Wenhui Wu
Convex Constrained Clustering with Graph-Laplacian Pca. ICME (2018)
Wenhui Wu, Yuheng Jia, Sam Kwong, Junhui Hou
Pairwise Constraint Propagation-Induced Symmetric Nonnegative Matrix Factorization. IEEE Trans. Neural Networks Learn. Syst. 29 (12) (2018)
Wenhui Wu, Sam Kwong, Yu Zhou, Yuheng Jia, Wei Gao
Nonnegative matrix factorization with mixed hypergraph regularization for community detection. Inf. Sci. 435 (2018)
Ran Wang, Sam Kwong, Yuheng Jia, Zhiqi Huang, Lang Wu
Mutual Information Based K-Labelsets Ensemble for Multi-Label Classification. FUZZ-IEEE (2018)
Wei Gao, Sam Kwong, Yuheng Jia
Joint Machine Learning and Game Theory for Rate Control in High Efficiency Video Coding. IEEE Trans. Image Process. 26 (12) (2017)
Mengyuan Wu, Sam Kwong, Yuheng Jia, Ke Li, Qingfu Zhang
Adaptive weights generation for decomposition-based multi-objective optimization using Gaussian process regression. GECCO (2017)
Jiao Zhang, Sam Kwong, Yuheng Jia, Ka-Chun Wong
NSSRF: global network similarity search with subgraph signatures and its applications. Bioinform. 33 (11) (2017)
Wei Gao, Sam Kwong, Yu Zhou, Yuheng Jia, Jia Zhang, Wenhui Wu
Multiscale phase congruency analysis for image edge visual saliency detection. ICMLC (2016)
Jie Wang, Liangjian Cai, Jinzhu Peng, Yuheng Jia
A Novel Multiple Instance Learning Method Based on Extreme Learning Machine. Comput. Intell. Neurosci. 2015 (2015)