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Yifang Chen

Affiliations:
  • University of Chicago, IL, USA


According to our database1, Yifang Chen authored at least 6 papers between 2024 and 2025.

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

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2025
Time and Memory Trade-off of KV-Cache Compression in Tensor Transformer Decoding.
[BibTeX]
[DOI]
Yifang Chen
,
Xiaoyu Li
,
Yingyu Liang
,
Zhenmei Shi
,
Zhao Song
,
Yu Tian
CoRR, March, 2025

Scaling Law Phenomena Across Regression Paradigms: Multiple and Kernel Approaches.
[BibTeX]
[DOI]
Yifang Chen
,
Xuyang Guo
,
Xiaoyu Li
,
Yingyu Liang
,
Zhenmei Shi
,
Zhao Song
CoRR, March, 2025

Universal Approximation of Visual Autoregressive Transformers.
[BibTeX]
[DOI]
Yifang Chen
,
Xiaoyu Li
,
Yingyu Liang
,
Zhenmei Shi
,
Zhao Song
CoRR, February, 2025

Fundamental Limits of Visual Autoregressive Transformers: Universal Approximation Abilities.
[BibTeX]
[DOI]
Yifang Chen
,
Xiaoyu Li
,
Yingyu Liang
,
Zhenmei Shi
,
Zhao Song
Proceedings of the Forty-second International Conference on Machine Learning, 2025

The Computational Limits of State-Space Models and Mamba via the Lens of Circuit Complexity.
[BibTeX]
[DOI]
Yifang Chen
,
Xiaoyu Li
,
Yingyu Liang
,
Zhenmei Shi
,
Zhao Song
Proceedings of the Conference on Parsimony and Learning, 2025

2024
Fast Gradient Computation for RoPE Attention in Almost Linear Time.
[BibTeX]
[DOI]
Yifang Chen
,
Jiayan Huo
,
Xiaoyu Li
,
Yingyu Liang
,
Zhenmei Shi
,
Zhao Song
CoRR, 2024


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