Aidong Zhang

发表

Rich-Club Analysis of Structural Brain Network Alterations in HIV Positive Patients With Fully Suppressed Plasma Viral Loads

Wei Wang, Weiqi Wang, Ruili Li, 2022, Frontiers in Neurology.

FedMSplit: Correlation-Adaptive Federated Multi-Task Learning across Multimodal Split Networks

Jiayi Chen, Aidong Zhang, 2022, KDD.

Topological Transduction for Hybrid Few-shot Learning

Jiayi Chen, Aidong Zhang, 2022, WWW.

Aidong Zhang, Jiaying. Chen, 2022, Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining.

Knowledge-Guided Semantics Adjustment for Improved Few-Shot Classification

Aidong Zhang, Guangtao Zheng, 2022, 2022 IEEE International Conference on Data Mining (ICDM).

HGMF: Heterogeneous Graph-based Fusion for Multimodal Data with Incompleteness

Aidong Zhang, Jiayi Chen, Aidong Zhang, 2020, KDD.

CLEAR: Generative Counterfactual Explanations on Graphs

Saumitra Mishra, Jundong Li, Ruocheng Guo, 2022, NeurIPS.

HetMAML: Task-Heterogeneous Model-Agnostic Meta-Learning for Few-Shot Learning Across Modalities

Aidong Zhang, Jiayi Chen, Aidong Zhang, 2021, CIKM.

Interpretable meta-learning of multi-omics data for survival analysis and pathway enrichment

S. Bekiranov, C. Zang, Aidong Zhang, 2023, Bioinform..

Embeddings of genomic region sets capture rich biological associations in lower dimensions

Nathan C. Sheffield, Jason P. Smith, Donald E. Brown, 2021, bioRxiv.

Methods for constructing and evaluating consensus genomic interval sets

Aidong Zhang, Nathan C. Sheffield, Guangtao Zheng, 2023, bioRxiv.

ProtoCell4P: an explainable prototype-based neural network for patient classification using single-cell RNA-seq

S. Bekiranov, Aidong Zhang, Guangzhi Xiong, 2023, Bioinformatics.

Joint representation learning for retrieval and annotation of genomic interval sets

Aidong Zhang, Nathan C. Sheffield, Guangtao Zheng, 2023, bioRxiv.

Fast clustering and cell-type annotation of scATAC data using pre-trained embeddings

Jason P. Smith, Donald E. Brown, Aidong Zhang, 2023, bioRxiv.

Few-Shot Class-Incremental Learning with Meta-Learned Class Structures

Aidong Zhang, Guangtao Zheng, Aidong Zhang, 2021, 2021 International Conference on Data Mining Workshops (ICDMW).

On Hierarchical Disentanglement of Interactive Behaviors for Multimodal Spatiotemporal Data with Incompleteness

Aidong Zhang, Jiayi Chen, Jiayi Chen, 2023, KDD.

Methods for evaluating unsupervised vector representations of genomic regions

Aidong Zhang, Nathan C. Sheffield, Guangtao Zheng, 2024, bioRxiv.

Enhance Diffusion to Improve Robust Generalization

Jianhui Sun, Aidong Zhang, Sanchit Sinha, 2023, KDD.