Xu Shen

Orcid: 0000-0003-0403-0103

Affiliations:
  • Jilin University, Changchun, China
  • Ningbo University, College of Information Science and Engineering, Ningbo, China (former)


According to our database1, Xu Shen authored at least 11 papers between 2022 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Links

Online presence:

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Bibliography

2025
Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems.
CoRR, May, 2025

Harnessing LLMs Explanations to Boost Surrogate Models in Tabular Data Classification.
CoRR, May, 2025

Latte: Transfering LLMs' Latent-level Knowledge for Few-shot Tabular Learning.
CoRR, May, 2025

Raising the Bar in Graph OOD Generalization: Invariant Learning Beyond Explicit Environment Modeling.
CoRR, February, 2025

Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space.
CoRR, January, 2025

Directed Link Prediction Using GNN With Local and Global Feature Fusion.
IEEE Trans. Netw. Sci. Eng., 2025

Unifying Unsupervised Graph-Level Anomaly Detection and Out-of-Distribution Detection: A Benchmark.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024
Graph Rewiring and Preprocessing for Graph Neural Networks Based on Effective Resistance.
IEEE Trans. Knowl. Data Eng., November, 2024

Adaptive multi-scale Graph Neural Architecture Search framework.
Neurocomputing, 2024

Optimizing OOD Detection in Molecular Graphs: A Novel Approach with Diffusion Models.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2022
A Block-Based Adaptive Decoupling Framework for Graph Neural Networks.
Entropy, 2022


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