Equivariant Neural Functional Networks for Transformers

Hoang V. Tran, Thieu Vo, An Nguyen The, Tho Tran Huu, Minh-Khoi Nguyen-Nhat +3 more
2/12/2026

No official code found. Best implementation: MathematicalAI-NUS/Transformer-NFN (3 stars, MIT, last commit 2025-03-01). 1 more below.

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Code Implementations(2)

MathematicalAI-NUS/Transformer-NFNCommunity63%
MIT

[ICLR 2025] Equivariant Neural Functional Networks for Transformers

32Shell, PythonMar 1, 20251 years agoMIT
Fsoft-AIC/Transformer-NFNCommunity62%
MIT

[ICLR 2025] Equivariant Neural Functional Networks for Transformers

31Shell, PythonJan 23, 20251 years agoMIT

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Cite this paper

@article{tran2026equivariant,
  title  = {Equivariant Neural Functional Networks for Transformers},
  author = {Hoang V. Tran and Thieu Vo and An Nguyen The and Tho Tran Huu and Minh-Khoi Nguyen-Nhat and Thanh Tran and Duy-Tung Pham and T. M. Nguyen},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:51fb0adaf7a03618071f1236522d8468c5f65714},
  journal = {ICLR 2025 2025}
}

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