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Hongyuan Zhang 0001
Person information
- affiliation: Northwestern Polytechnical University, Xi'an, Shaanxi, China
Other persons with the same name
- Hongyuan Zhang — disambiguation page
- Hongyuan Zhang 0002
— Shenzhen University, Shenzhen, China
- Hongyuan Zhang 0003
- Hongyuan Zhang 0004 — University of Minnesota - Twin Cities, Minneapolis, MN, USA
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2020 – today
- 2025
- [c4]Sida Huang, Hongyuan Zhang, Xuelong Li:
Enhance Vision-Language Alignment with Noise. AAAI 2025: 17449-17457 - [c3]Yanchen Xu, Siqi Huang, Hongyuan Zhang, Xuelong Li:
Why Does Dropping Edges Usually Outperform Adding Edges in Graph Contrastive Learning? AAAI 2025: 21824-21832 - [i15]Mengkang Hu, Tianxing Chen, Yude Zou, Yuheng Lei, Qiguang Chen, Ming Li, Yao Mu, Hongyuan Zhang, Wenqi Shao, Ping Luo:
Text2World: Benchmarking Large Language Models for Symbolic World Model Generation. CoRR abs/2502.13092 (2025) - 2024
- [j17]Ziheng Jiao
Graph manifold learning with non-gradient decision layer. Neurocomputing 579: 127390 (2024) - [j16]Hongyuan Zhang
Decouple Graph Neural Networks: Train Multiple Simple GNNs Simultaneously Instead of One. IEEE Trans. Pattern Anal. Mach. Intell. 46(11): 7451-7462 (2024) - [j15]Hongyuan Zhang
Orthogonal subspace exploration for matrix completion. Pattern Recognit. 153: 110456 (2024) - [j14]Xuelong Li
Pivotal-Aware Principal Component Analysis. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12201-12210 (2024) - [j13]Hongyuan Zhang
Discretize Relaxed Solution of Spectral Clustering via a Nonheuristic Algorithm. IEEE Trans. Neural Networks Learn. Syst. 35(12): 17965-17972 (2024) - [c2]Ziheng Jiao
CNN to GNN: Unsupervised Multi-level Knowledge Learning. CIKM 2024: 4313-4317 - [i14]Ziheng Jiao, Hongyuan Zhang
CNN2GNN: How to Bridge CNN with GNN. CoRR abs/2404.14822 (2024) - [i13]Hongyuan Zhang
Data Augmentation of Contrastive Learning is Estimating Positive-incentive Noise. CoRR abs/2408.09929 (2024) - [i12]Tianxing Chen, Yao Mu, Zhixuan Liang, Zanxin Chen, Shijia Peng, Qiangyu Chen, Mingkun Xu, Ruizhen Hu, Hongyuan Zhang, Xuelong Li, Ping Luo:
G3Flow: Generative 3D Semantic Flow for Pose-aware and Generalizable Object Manipulation. CoRR abs/2411.18369 (2024) - [i11]Yanchen Xu, Siqi Huang, Hongyuan Zhang, Xuelong Li:
Why Does Dropping Edges Usually Outperform Adding Edges in Graph Contrastive Learning? CoRR abs/2412.08128 (2024) - 2023
- [j12]Xuelong Li
Matrix Completion via Non-Convex Relaxation and Adaptive Correlation Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45(2): 1981-1991 (2023) - [j11]Rui Zhang
Manifold Neural Network With Non-Gradient Optimization. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3986-3993 (2023) - [j10]Hongyuan Zhang
Non-Graph Data Clustering via $\mathcal {O}(n)$O(n) Bipartite Graph Convolution. IEEE Trans. Pattern Anal. Mach. Intell. 45(7): 8729-8742 (2023) - [j9]Hongyuan Zhang
Toward Projected Clustering With Aggregated Mapping. IEEE Trans. Image Process. 32: 4103-4113 (2023) - [j8]Hongyuan Zhang
Embedding Graph Auto-Encoder for Graph Clustering. IEEE Trans. Neural Networks Learn. Syst. 34(11): 9352-9362 (2023) - [c1]Ziheng Jiao, Hongyuan Zhang
Learn Topological Representation with Flexible Manifold Layer. ICASSP 2023: 1-5 - [i10]Hongyuan Zhang
Decouple Graph Neural Networks: Train Multiple Simple GNNs Simultaneously Instead of One. CoRR abs/2304.10126 (2023) - [i9]Hongyuan Zhang, Sida Huang, Xuelong Li:
Variational Positive-incentive Noise: How Noise Benefits Models. CoRR abs/2306.07651 (2023) - [i8]Hongyuan Zhang
Discretize Relaxed Solution of Spectral Clustering via a Non-Heuristic Algorithm. CoRR abs/2310.12752 (2023) - 2022
- [j7]Xuelong Li
Adaptive Graph Auto-Encoder for General Data Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 9725-9732 (2022) - [j6]Rui Zhang
Unsupervised Feature Selection With Extended OLSDA via Embedding Nonnegative Manifold Structure. IEEE Trans. Neural Networks Learn. Syst. 33(5): 2274-2280 (2022) - [j5]Rui Zhang
Maximum Joint Probability With Multiple Representations for Clustering. IEEE Trans. Neural Networks Learn. Syst. 33(9): 4300-4310 (2022) - [i7]Xuelong Li, Hongyuan Zhang
Matrix Completion via Non-Convex Relaxation and Adaptive Correlation Learning. CoRR abs/2203.02189 (2022) - [i6]Xuelong Li, Ziheng Jiao, Hongyuan Zhang
Deep Manifold Learning with Graph Mining. CoRR abs/2207.08377 (2022) - 2021
- [j4]Hongyuan Zhang
Robust multi-view fuzzy clustering via softmin. Neurocomputing 458: 47-55 (2021) - [j3]Rui Zhang
Robust Multi-Task Learning With Flexible Manifold Constraint. IEEE Trans. Pattern Anal. Mach. Intell. 43(6): 2150-2157 (2021) - [j2]Xuelong Li
Autoencoder Constrained Clustering With Adaptive Neighbors. IEEE Trans. Neural Networks Learn. Syst. 32(1): 443-449 (2021) - [i5]Rui Zhang, Hongyuan Zhang
Enhanced Principal Component Analysis under A Collaborative-Robust Framework. CoRR abs/2103.11931 (2021) - [i4]Rui Zhang, Ziheng Jiao, Hongyuan Zhang
Non-Gradient Manifold Neural Network. CoRR abs/2106.07905 (2021) - [i3]Hongyuan Zhang
AnchorGAE: General Data Clustering via O(n) Bipartite Graph Convolution. CoRR abs/2111.06586 (2021) - 2020
- [j1]Rui Zhang
Deep Fuzzy K-Means With Adaptive Loss and Entropy Regularization. IEEE Trans. Fuzzy Syst. 28(11): 2814-2824 (2020) - [i2]Xuelong Li, Hongyuan Zhang
Embedding Graph Auto-Encoder with Joint Clustering via Adjacency Sharing. CoRR abs/2002.08643 (2020) - [i1]Xuelong Li, Hongyuan Zhang
Adaptive Graph Auto-Encoder for General Data Clustering. CoRR abs/2002.08648 (2020)
Coauthor Index
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