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Jiangxuan Long

Affiliations:
  • University of Hong Kong, Institute of Data Science, Hong Kong
  • South China University of Technology, School of Software Engineering, Guangzhou, China


According to our database1, Jiangxuan Long authored at least 7 papers between 2024 and 2025.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2025
Theoretical Foundation of Flow-Based Time Series Generation: Provable Approximation, Generalization, and Efficiency.
[BibTeX]
[DOI]
Jiangxuan Long
,
Zhao Song
,
Chiwun Yang
CoRR, March, 2025

Theoretical Guarantees for High Order Trajectory Refinement in Generative Flows.
[BibTeX]
[DOI]
Chengyue Gong
,
Xiaoyu Li
,
Yingyu Liang
,
Jiangxuan Long
,
Zhenmei Shi
,
Zhao Song
,
Yu Tian
CoRR, March, 2025

Neural Algorithmic Reasoning for Hypergraphs with Looped Transformers.
[BibTeX]
[DOI]
Xiaoyu Li
,
Yingyu Liang
,
Jiangxuan Long
,
Zhenmei Shi
,
Zhao Song
,
Zhen Zhuang
CoRR, January, 2025

Beyond Linear Approximations: A Novel Pruning Approach for Attention Matrix.
[BibTeX]
[DOI]
Yingyu Liang
,
Jiangxuan Long
,
Zhenmei Shi
,
Zhao Song
,
Yufa Zhou
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Streaming Kernel PCA Algorithm With Small Space.
[BibTeX]
[DOI]
Yichuan Deng
,
Jiangxuan Long
,
Zhao Song
,
Zifan Wang
,
Han Zhang
Proceedings of the Conference on Parsimony and Learning, 2025

2024
Circuit Complexity Bounds for RoPE-based Transformer Architecture.
[BibTeX]
[DOI]
Bo Chen
,
Xiaoyu Li
,
Yingyu Liang
,
Jiangxuan Long
,
Zhenmei Shi
,
Zhao Song
CoRR, 2024

Fast Second-order Method for Neural Networks under Small Treewidth Setting.
[BibTeX]
[DOI]
Xiaoyu Li
,
Jiangxuan Long
,
Zhao Song
,
Tianyi Zhou
Proceedings of the IEEE International Conference on Big Data, 2024


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