Guojie Song

About Guojie Song

Guojie Song, With an exceptional h-index of 31 and a recent h-index of 25 (since 2020), a distinguished researcher at Peking University, specializes in the field of Graph Representation Learning, Graph Neural Networks, Graph Mining, Intelligent Transportation System.

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

ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution

On structural expressive power of graph transformers

Continual learning on dynamic graphs via parameter isolation

Hierarchical transformer for scalable graph learning

Rethinking structural encodings: Adaptive graph transformer for node classification task

Dual intent enhanced graph neural network for session-based new item recommendation

Polypharmacology of ambroxol in the treatment of COVID-19

Learning discrete adaptive receptive fields for graph convolutional networks

Guojie Song Information

University

Position

Associate Professor of

Citations(all)

6029

Citations(since 2020)

4241

Cited By

3294

hIndex(all)

31

hIndex(since 2020)

25

i10Index(all)

75

i10Index(since 2020)

53

Email

University Profile Page

Google Scholar

Guojie Song Skills & Research Interests

Graph Representation Learning

Graph Neural Networks

Graph Mining

Intelligent Transportation System

Top articles of Guojie Song

ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution

arXiv preprint arXiv:2402.01145

2024/2/2

Jiarui Wang
Jiarui Wang

H-Index: 4

Guojie Song
Guojie Song

H-Index: 18

On structural expressive power of graph transformers

2023/8/6

Continual learning on dynamic graphs via parameter isolation

2023/7/19

Hierarchical transformer for scalable graph learning

arXiv preprint arXiv:2305.02866

2023/5/4

Guojie Song
Guojie Song

H-Index: 18

Liang Wang
Liang Wang

H-Index: 3

Rethinking structural encodings: Adaptive graph transformer for node classification task

2023/4/30

Dual intent enhanced graph neural network for session-based new item recommendation

2023/4/30

Polypharmacology of ambroxol in the treatment of COVID-19

Bioscience Reports

2023/2

Learning discrete adaptive receptive fields for graph convolutional networks

Science China Information Sciences

2023/12

Dual-Process Graph Neural Network for Diversified Recommendation

2023/10/21

KDLGT: A Linear Graph Transformer Framework via Kernel Decomposition Approach

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence

2023/8/19

Versatile multi-stage graph neural network for circuit representation

Advances in Neural Information Processing Systems

2022/12/6

Invariant factor graph neural networks

2022/11/28

Taxonomy-Enhanced Graph Neural Networks

2022/10/17

Streaming graph neural networks with generative replay

2022/8/14

Guest Editorial: Special Issue on Social Media Computing

IEEE Transactions on Big Data

2022/7/8

Guest Editorial: Special Issue on Network Structural Modeling and Learning in Big Data

IEEE Transactions on Big Data

2022/7/8

Polarized graph neural networks

2022/4/25

Meta-weight graph neural network: Push the limits beyond global homophily

2022/4/25

Stepping Back to SMILES transformers for fast molecular representation inference

arXiv preprint arXiv:2112.13305

2021/12/26

Ziyao Li
Ziyao Li

H-Index: 2

Guojie Song
Guojie Song

H-Index: 18

Deep molecular representation learning via fusing physical and chemical information

Advances in Neural Information Processing Systems

2021/12/6

Ziyao Li
Ziyao Li

H-Index: 2

Guojie Song
Guojie Song

H-Index: 18

See List of Professors in Guojie Song University(Peking University)

Co-Authors

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