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Guandong Xu — most-cited papers & profile · Graph Learning
← authors
·
overview
Guandong Xu
24
papers ·
71
citations ·
53
h-index
Tai Po Hospital · Education University of Hong Kong · State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering
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Most-cited papers
DyMRL: Dynamic Multispace Representation Learning for Multimodal Event Forecasting in Knowledge Graph
2026
STAR: Stepwise Task Augmentation with Relation Learning for Aspect Sentiment Quad Prediction
2025
Event Detection in Twitter Stream using Weighted Dynamic Heartbeat Graph Approach
2019
Generative Temporal Link Prediction via Self-tokenized Sequence Modeling
2019
Explainable Depression Detection with Multi-Modalities Using a Hybrid Deep Learning Model on Social Media
2020
Leveraging Multi-level Dependency of Relational Sequences for Social Spammer Detection
2020
Temporal Meta-path Guided Explainable Recommendation
2021
Hyper Meta-Path Contrastive Learning for Multi-Behavior Recommendation
2021
Dual Space Graph Contrastive Learning
2022
Unsupervised Graph Poisoning Attack via Contrastive Loss Back-propagation
2022
Graph Masked Autoencoders with Transformers
2022
Generating Counterfactual Hard Negative Samples for Graph Contrastive Learning
2022
Mitigating the Performance Sacrifice in DP-Satisfied Federated Settings through Graph Contrastive Learning
2022
Self-supervised Hypergraph Representation Learning for Sociological Analysis
2022
GATGPT: A Pre-trained Large Language Model with Graph Attention Network for Spatiotemporal Imputation
2023
Top co-authors
Hongxu Chen
· 7
Haoran Yang
· 6
Xiangguo Sun
· 5
Philip S. Yu
· 4
Qian Li
· 3
Sixiao Zhang
· 3
Xiangyu Zhao
· 3
Hongzhi Yin
· 2
Lin Li
· 2
Qing Li
· 2
Xianzhi Wang
· 2
Yicong Li
· 2
Topics
cs.LG
cs.AI
cs.SI
cs.IR
Uncategorized
stat.ML
cs.CY
cs.CL
cs.CE
econ.EM