Hongyuan Zhang

IEEE Trans. Neural Networks Learn. Syst., August, 2025

Graph Convolutional Network With Self-Augmented Weights for Semi-Supervised Multi-View Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., July, 2025

AI Flow: Perspectives, Scenarios, and Approaches.

[BibT_eX]

[DOI]

CoRR, June, 2025

Dynamic Mixture of Progressive Parameter-Efficient Expert Library for Lifelong Robot Learning.

[BibT_eX]

[DOI]

CoRR, June, 2025

AutoBio: A Simulation and Benchmark for Robotic Automation in Digital Biology Laboratory.

[BibT_eX]

[DOI]

CoRR, May, 2025

AnchorFormer: Differentiable anchor attention for efficient vision transformer.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2025

G3Flow: Generative 3D Semantic Flow for Pose-aware and Generalizable Object Manipulation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Text2World: Benchmarking Large Language Models for Symbolic World Model Generation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Why Does Dropping Edges Usually Outperform Adding Edges in Graph Contrastive Learning?

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Enhance Vision-Language Alignment with Noise.

[BibT_eX]

[DOI]

Sida Huang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Discretize Relaxed Solution of Spectral Clustering via a Nonheuristic Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., December, 2024

Decouple Graph Neural Networks: Train Multiple Simple GNNs Simultaneously Instead of One.

[BibT_eX]

[DOI]

Yanan Zhu

IEEE Trans. Pattern Anal. Mach. Intell., November, 2024

Pivotal-Aware Principal Component Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., September, 2024

Orthogonal subspace exploration for matrix completion.

[BibT_eX]

[DOI]

Pattern Recognit., 2024

Graph manifold learning with non-gradient decision layer.

[BibT_eX]

[DOI]

Neurocomputing, 2024

Data Augmentation of Contrastive Learning is Estimating Positive-incentive Noise.

[BibT_eX]

[DOI]

CoRR, 2024

CNN2GNN: How to Bridge CNN with GNN.

[BibT_eX]

[DOI]

CoRR, 2024

CNN to GNN: Unsupervised Multi-level Knowledge Learning.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Embedding Graph Auto-Encoder for Graph Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., November, 2023

Non-Graph Data Clustering via $\mathcal {O}(n)$O(n) Bipartite Graph Convolution.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Manifold Neural Network With Non-Gradient Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Toward Projected Clustering With Aggregated Mapping.

[BibT_eX]

[DOI]

Yanan Zhu

IEEE Trans. Image Process., 2023

Matrix Completion via Non-Convex Relaxation and Adaptive Correlation Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Discretize Relaxed Solution of Spectral Clustering via a Non-Heuristic Algorithm.

[BibT_eX]

[DOI]

CoRR, 2023

Variational Positive-incentive Noise: How Noise Benefits Models.

[BibT_eX]

[DOI]

Sida Huang

CoRR, 2023

Learn Topological Representation with Flexible Manifold Layer.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Unsupervised Feature Selection With Extended OLSDA via Embedding Nonnegative Manifold Structure.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Maximum Joint Probability With Multiple Representations for Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Adaptive Graph Auto-Encoder for General Data Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Deep Manifold Learning with Graph Mining.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Autoencoder Constrained Clustering With Adaptive Neighbors.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Robust Multi-Task Learning With Flexible Manifold Constraint.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Robust multi-view fuzzy clustering via softmin.

[BibT_eX]

[DOI]

Neurocomputing, 2021

AnchorGAE: General Data Clustering via O(n) Bipartite Graph Convolution.

[BibT_eX]

[DOI]

CoRR, 2021

Non-Gradient Manifold Neural Network.

[BibT_eX]

[DOI]

CoRR, 2021

Enhanced Principal Component Analysis under A Collaborative-Robust Framework.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Deep Fuzzy K-Means With Adaptive Loss and Entropy Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2020

Embedding Graph Auto-Encoder with Joint Clustering via Adjacency Sharing.

[BibT_eX]

[DOI]