Qingyun Sun

About Qingyun Sun

Qingyun Sun, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at Beihang University, specializes in the field of Data Mining, Graph Mining, Deep Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

ReGCL: Rethinking Message Passing in Graph Contrastive Learning

MIKO: Multimodal Intention Knowledge Distillation from Large Language Models for Social-Media Commonsense Discovery

Efficiency Optimization Method for Data Sampling in Power Grid Topology Scheduling Simulation

Dynamic Graph Information Bottleneck

MultiNetAD: Multiplex Network-Based Anomaly Access Detection Featuring Semantic Hierarchies

Poincar\'e Differential Privacy for Hierarchy-aware Graph Embedding

Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization

Higher-order memory guided temporal random walk for dynamic heterogeneous network embedding

Qingyun Sun Information

University

Position

___

Citations(all)

327

Citations(since 2020)

327

Cited By

4

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Qingyun Sun Skills & Research Interests

Data Mining

Graph Mining

Deep Learning

Top articles of Qingyun Sun

ReGCL: Rethinking Message Passing in Graph Contrastive Learning

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

MIKO: Multimodal Intention Knowledge Distillation from Large Language Models for Social-Media Commonsense Discovery

arXiv preprint arXiv:2402.18169

2024/2/28

Efficiency Optimization Method for Data Sampling in Power Grid Topology Scheduling Simulation

Journal of System Simulation

2024/2/15

Dynamic Graph Information Bottleneck

arXiv preprint arXiv:2402.06716

2024/2/9

MultiNetAD: Multiplex Network-Based Anomaly Access Detection Featuring Semantic Hierarchies

2024

Poincar\'e Differential Privacy for Hierarchy-aware Graph Embedding

Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24)

2024/2/18

Qingyun Sun
Qingyun Sun

H-Index: 2

Hao Peng
Hao Peng

H-Index: 4

Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization

2023/11/2

Higher-order memory guided temporal random walk for dynamic heterogeneous network embedding

Pattern Recognition

2023/11/1

Does Graph Distillation See Like Vision Dataset Counterpart?

2023

Hyperbolic Geometric Graph Representation Learning for Hierarchy-imbalance Node Classification

2023/4/11

Unbiased and Efficient Self-Supervised Incremental Contrastive Learning

2023

Adaptive curvature exploration geometric graph neural network

Knowledge and Information Systems (KAIS)

2023/1/22

Heterogeneous Graph Neural Network with Semantic-aware Differential Privacy Guarantees

Knowledge and Information Systems

2023/10

Adaptive Subgraph Neural Network with Reinforced Critical Structure Mining

IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI)

2023

Self-organization Preserved Graph Structure Learning with Principle of Relevant Information

2023

Type Information Utilized Event Detection via Multi-Channel GNNs in Electrical Power Systems

ACM Transactions on Web (ACM TWEB)

2023

Heterogeneous Graph Neural Network for Privacy-Preserving Recommendation

IEEE ICDM

2022/10/2

Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing

2022/10/17

Automating DBSCAN via Deep Reinforcement Learning

CIKM2022

2022/8/9

Aiqoser: building the efficient inference-qos for ai services

2022/6/10

See List of Professors in Qingyun Sun University(Beihang University)

Co-Authors

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