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T

Tiantian He

agency for science, technology and research

18H-index
78Paper Count
870Citation Count
Published Papers 28
Publication Date
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Probing Diametric Coordination Graphs for Multi-Agent Reinforcement Learning
errArtificial Intelligence
IF4.6
err2026-08-12
err0
errOAAI
errMutong Liu; Tiantian He; Yang Liu; Jiming Liu; Yew-Soon Ong
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errSave
Spatiotemporal Graph Neural Network-Incorporated Latent Factorization of Tensors for Dynamic QoS Estimation
errIEEE-CAA Journal of Automatica Sinica
IF19.2
err2026-08-03
err0
PREAI
errXin Luo; Fanghui Bi; Tiantian He
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errSave
Discovering Spatiotemporal–Individual Coupled Features From Nonstandard Tensors—A Novel Dynamic Graph Mixer Approach
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2025-08-06
err0
PREAI
errFanghui Bi; Tiantian He; Yew-Soon Ong; Xin Luo
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errSave
A precise comparison of molecular target prediction methods
errDigital Discovery
IF5.6
err2025-07-26
err0
errOAAI
errTiantian He; Klaudia Caba; Pedro Ballester
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errSave
Predictive biomarkers and molecular subtypes in DLBCL: insights from PCD gene expression and machine learning
errDISCOVER ONCOLOGY
IF2.9
err2025-04-16
err0
errOAAI
errHe, Tiantian; Geng, Jie; Hou, Chuandong; Li, Hongyi; Zhang, Hong; Zhao, Peng; He, Peifeng; Lu, Xuechun
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errSave
Natural Gas Pipeline Leak Detection Based on Dual Feature Drift in Acoustic Signals
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2025-02-01
err0
PREAI
errYao, Lizhong; Zhang, Yu; Wang, Ling; Li, Rui; He, Tiantian
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errSave
A prediction method of diabetes comorbidity based on non-negative latent features
errNEUROCOMPUTING
IF6.5
err2024-12-01
err0
PREAI
errZhou, Leming; Liu, Kechen; Wang, Yonghong; Qin, Hanshu; He, Tiantian
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errSave
Differentiable Clustering for Graph Attention
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-08-01
err5
PREAI
errZhou, Haicang; He, Tiantian; Ong, Yew-Soon; Cong, Gao; Chen, Quan
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errSave
Polarized message-passing in graph neural networks
errartificial intelligence review
IF4.6
err2024-06-01
err6
errOAAI
errHe, Tiantian; Liu, Yang; Ong, Yew-Soon; Wu, Xiaohu; Luo, Xin
errShare
errSave
A Fast Nonnegative Autoencoder-Based Approach to Latent Feature Analysis on High-Dimensional and Incomplete Data
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2024-05-01
err10
PREAI
errBi, Fanghui; He, Tiantian; Luo, Xin
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errSave
Natural gas pipeline leak detection based on acoustic signal analysis and feature reconstruction
errAPPLIED ENERGY
IF11
err2023-12-01
err15
PREAI
errYao, Lizhong; Zhang, Yu; He, Tiantian; Luo, Haijun
errShare
errSave
Semisupervised Graph Neural Networks for Graph Classification
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2023-10-01
err18
PREAI
errXie, Yu; Liang, Yanfeng; Gong, Maoguo; Qin, A. K.; Ong, Yew-Soon; He, Tiantian
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errSave
Two-Stream Graph Convolutional Network-Incorporated Latent Feature Analysis
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2023-07-01
err15
PREAI
errBi, Fanghui; He, Tiantian; Xie, Yuetong; Luo, Xin
errShare
errSave
Co-Learning Bayesian Optimization
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2022-09-01
err2
PREAI
errGuo, Zhendong; Ong, Yew-Soon; He, Tiantian; Liu, Haitao
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errSave
Vicinal Vertex Allocation for Matrix Factorization in Networks
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2022-08-01
err12
errOAAI
errHe, Tiantian; Bai, Lu; Ong, Yew-Soon
errShare
errSave
A multiobjective prediction model with incremental learning ability by developing a multi-source filter neural network for the electrolytic aluminium process
errAPPLIED INTELLIGENCE
IF3.5
err2022-04-01
err8
errOAAI
errYao, Lizhong; Ding, Wei; He, Tiantian; Liu, Shouxin; Nie, Ling
errShare
errSave
Multi-source propagation aware network clustering*
errNEUROCOMPUTING
IF6.5
err2021-09-01
err3
errOAAI
errHe, Tiantian; Ong, Yew-Soon; Hu, Pengwei
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errSave
Exploiting higher-order patterns for community detection in attributed graphs
errINTEGRATED COMPUTER-AIDED ENGINEERING
IF5.3
err2021-03-05
err28
PREAI
errHu, Lun; Pan, Xiangyu; Yan, Hong; Hu, Pengwei; He, Tiantian
errShare
errSave
Dynamic evolutionary model based on a multi-sampling inherited HAPFNN for an aluminium electrolysis manufacturing system
errAPPLIED SOFT COMPUTING
IF6.6
err2021-02-01
err9
PREAI
errDing, Wei; Yao, Lizhong; Li, Yanyan; Long, Wei; Yi, Jun; He, Tiantian
errShare
errSave
Multi-task gradient descent for multi-task learning
errMEMETIC COMPUTING
IF2.3
err2020-10-19
err17
PREAI
errBai, Lu; Ong, Yew-Soon; He, Tiantian; Gupta, Abhishek
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errSave

Research Directions

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Co-authors
Cooperation Journals
王玲 cover
王玲 (Ling Wang)
H-index: 97 · Papers: 1.4K
Y
Yew-Soon Ong
H-index: 81 · Papers: 779
M
Maoguo Gong
H-index: 78 · Papers: 784
罗辛 cover
罗辛 (Xin Luo)
H-index: 77 · Papers: 775
H
Hong Yan
H-index: 74 · Papers: 1.6K
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