Name: Tiantian
Type: User
Company: Agency for Science, Technology and Research (A*STAR)
Bio: Tiantian He is a Senior Scientist at Agency for Science, Technology and Research (A*STAR). His research interests include AI and data mining.
Location: Singapore
Blog: https://he-tiantian.github.io/
Tiantian's Projects
Attributed graph datasets with ground truth clusters
Learning Conjoint Attentions for Graph Neural Nets, NeurIPS 2021
Contextual correlation preserving multi-view featured graph clustering-IEEE TCYB (2019), Graph clustering, community detection, attributed graph, multi-view featured graph, graph analytics
Differentiable clustering for graph attention-TKDE 2024
Algorithm EGCPI published in IEEE/ACM TCBB (2016)-PPI networks, protein complex identification, graph clustering, evolutionary algorithm
Algorithm FSPGA published in IEEE TFS (2018)-Graph clustering, community detection, attributed graph, fuzzy clustering, fuzzy graph analytics
Algorithm LFCIS published in IEEE Access 2018, Graph clustering, community summarization
Graph Clustering, Community Detection, Attributed Networks, Tiantian He
Algorithm MISAGA published in IEEE TCYB (2017)-Graph clustering, community detection, attributed graph, graph analytics
Multi-source propagation aware network clustering (MSPANC) published in Neurocomputing 2021
Pytorch implementation of Polarized message-passing graph neural networks published in Artificial Intelligence, 2024.
Algorithm TBPCI published in IEEE/ACM TCBB 2018
VVAMo-IEEE TCYB 2021, network clustering, probabilistic matrix factorization