Ye Liu - Publications, H-index & Citations

刘晔 (Ye Liu)

south china university of technology

9H指数

40论文数

822被引数

收录论文 17

发表时间

GraphSTAR: Proximal Operator-Based Graph Neural Network Enhanced by Dynamic Graph Aggregation for Spatial Transcriptomics GraphSTAR：基于近端算子的图神经网络，通过动态图聚集增强空间转录组学

IEEE Journal of Biomedical and Health Informatics

IF6.8

2026-01-12

PREAI

Junyu Li; Jingquan Yan; Yi Liao; Wenxiong Liao; Ye Liu; Hongmin Cai

Higher -order expanded heterogeneous graph framework for attribute completion with bi-level programming 基于双层规划的高阶扩展异构图框架用于属性补全

Pattern Recognition

IF7.6

2025-12-25

PREAI

Yejia Chen; Yuchen Mou; Ye Liu; Xinjie Shen; Yan Yu; Huaiguang Jiang

Anchor-Based Multiview Subspace Clustering With Anchor-wise and Class-wise Alignments 基于锚点的方法的多视图子空间聚类，结合了锚点对齐和类别对齐。

IEEE Transactions on Neural Networks and Learning Systems

IF8.9

2025-08-04

PREAI

Ye Liu; Hongshan Pu; Junjun Pan; Michael K. Ng; Hongmin Cai

QSTGNN: Quaternion Spatio-Temporal Graph Neural Networks 四元数时空图神经网络

IEEE Transactions on Knowledge and Data Engineering

IF10.4

2025-08-01

PREAI

Ye Liu; Chaoxiong Lin; Yuchen Mou; Huaiguang Jiang; Hongmin Cai

Quantum computation via Floquet tailored Rydberg interactions 通过Floquet定制的Rydberg相互作用进行量子计算

npj Quantum Information

IF8.3

2025-07-09

OAAI

Jun Wu; Jin-Lei Wu; Fu-Qiang Guo; Bing-Bing Liu; Shi-Lei Su; Xue-Ke Song; Liu Ye; Dong Wang

Multi-order graph clustering with adaptive node-level weight learning

PATTERN RECOGNITION

IF7.6

2024-12-01

OAAI

Liu, Ye; Lin, Xuelei; Chen, Yejia; Cheng, Reynold

Can Linguistic Knowledge Improve Multimodal Alignment in Vision-Language Pretraining?语言知识能改善视觉语言预训练中的多模态一致性吗？

ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS

IF6

2024-11-18

OAAI

Wang, Fei; Ding, Liang; Rao, Jun; Liu, Ye; Shen, Li; Ding, Changxing

HeGAE-AC: Heterogeneous graph auto-encoder for attribute completion

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-03-01

PREAI

Chen, Yejia; Liu, Ye

Utilizing symmetry-enhanced physics-informed neural network to obtain the solution beyond sampling domain for partial differential equations

NONLINEAR DYNAMICS

IF6

2023-11-01

PREAI

Li, Jie-Ying; Zhang, Hui; Liu, Ye; Guo, Lei-Lei; Zhang, Li-Sheng; Zhang, Zhi-Yong

Enforcing generalized conditional symmetry in physics-informed neural network for solving the KdV-like equation with Robin initial/boundary conditions 在具有Robin初始/边界条件的类KdV方程的物理通知神经网络中强制执行广义条件对称性

NONLINEAR DYNAMICS

IF6

2023-03-17

PREAI

Zhang, Hui; Cai, Sheng-Jie; Li, Jie-Ying; Liu, Ye; Zhang, Zhi-Yong

Tucker network: Expressive power and comparison

NEURAL NETWORKS

IF6.3

2023-03-01

PREAI

Liu, Ye; Pan, Junjun; Ng, Michael K.

Environment-mediated entropic uncertainty in charging quantum batteries

PHYSICAL REVIEW E

IF2.4

2022-11-03

OAAI

Song, Meng-Long; Li, Li-Juan; Song, Xue-Ke; Ye, Liu; Wang, Dong

Entropic uncertainty relation of two-qubit detectors coupled to scalar fields in an expanding spacetime

EUROPEAN PHYSICAL JOURNAL C

IF4.8

2022-10-28

OAAI

Yang, Huan; Xing, Ling-Ling; Kong, Min; Zhang, Gang; Ye, Liu

Deep neural network compression by Tucker decomposition with nonlinear response 基于非线性响应的深度神经网络Tucker分解压缩

KNOWLEDGE-BASED SYSTEMS

IF7.6

2022-04-01

PREAI

Liu, Ye; Ng, Michael K.

Multiple graph semi-supervised clustering with automatic calculation of graph associations

NEUROCOMPUTING

IF6.5

2021-03-01

PREAI

Liu, Ye; Ng, Michael K.; Zhu, Hong

Multi-Domain Networks Association for Biological Data Using Block Signed Graph Clustering

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2020-03-01

PREAI

Liu, Ye; Ng, Michael K.; Wu, Stephen

Property of various correlation measures of open Dirac system with Hawking effect in Schwarzschild space-time

PHYSICS LETTERS B

IF4.5

2015-01-01

OAAI

He, Juan; Xu, Shuai; Yu, Yang; Ye, Liu '

研究方向

多模态机器学习跨模态对齐与融合跨模态数据生成多模态鲁棒学习图机器学习理论与应用图自监督学习及可解释性分析时空图表示学习大规模异构图表示学习空间组学数据分析时空组学数据的细胞动态建模数字细胞

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