Meta-inductive node classification across graphs

by WEN, Zhihao, FANG, Yuan, LIU, Zemin
Published 2021

On generalized degree fairness in graph neural networks

by LIU, Zemin, NGUYEN, Trung Kien, FANG, Yuan
Published 2023

Link prediction on latent heterogeneous graphs

by NGUYEN, Trung Kien, LIU, Zemin, FANG, Yuan
Published 2023

Graphprompt: Unifying pre-training and downstream tasks for graph neural networks

by LIU, Zemin, YU, Xingtong, FANG, Yuan, ZHANG, Xinming
Published 2023

Learning to count isomorphisms with graph neural networks

by YU, Xingtong, LIU, Zemin, FANG, Yuan, ZHANG, Xinming
Published 2023

HGPrompt: Bridging homogeneous and heterogeneous graphs for few-shot prompt learning

by YU, Xingtong, FANG, Yuan, LIU, Zemin, ZHANG, Xinming
Published 2024

Neighbor-anchoring adversarial graph neural networks (extended abstract)

by LIU, Zemin, FANG, Yuan, LIU, Yong, Zheng, Vincent W.
Published 2022

Neighbor-anchoring adversarial graph neural networks

by LIU, Zemin, FANG, Yuan, LIU, Yong, ZHENG, Vincent W.
Published 2023

Neighbor-anchoring adversarial graph neural networks

by Liu, Zemin, Fang, Yuan, Liu, Yong, Zheng, Vincent Wenchen
Published 2023

On size-oriented long-tailed graph classification of graph neural networks

by LIU, Zemin, MAO, Qiheng, LIU, Chenghao, FANG, Yuan, SUN, Jianling
Published 2022

S2N2: An interpretive semantic structure attention neural network for trajectory classification

by JIN, Canghong, TAO, Ting, LUO, Xianzhe, LIU, Zemin, WU, Minghui
Published 2020

mg2vec: Learning relationship-preserving heterogeneous graph representations via metagraph embedding

by ZHANG, Wentao, FANG, Yuan, LIU, Zemin, WU, Min, ZHANG, Xinming
Published 2022

Node-wise localization of graph neural networks

by LIU, Zemin, FANG, Yuan, LIU, Chenghao, HOI, Steven C.H.
Published 2021

Relative and absolute location embedding for few-shot node classification on graph

by LIU, Zemin, FANG, Yuan, LIU, Chenghao, HOI, Steven C. H.
Published 2021

Towards locality-aware meta-learning of tail node embeddings on networks

by LIU, Zemin, ZHANG, Wentao, FANG, Yuan, ZHANG, Xinming, HOI, Steven C. H.
Published 2020

Locality-aware tail node embeddings on homogeneous and heterogeneous networks

by LIU, Zemin, FANG, Yuan, ZHANG, Wentao, ZHANG, Xinming, HOI, Steven C. H.
Published 2023