Tianyi Zhou

Affiliations:
  • Tianjin University, School of Computer Software, China


According to our database1, Tianyi Zhou authored at least 9 papers between 2014 and 2025.

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

Timeline

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Links

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Bibliography

2025
FoNE: Precise Single-Token Number Embeddings via Fourier Features.
CoRR, February, 2025

Transformers Learn Low Sensitivity Functions: Investigations and Implications.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Fourier Circuits in Neural Networks and Transformers: A Case Study of Modular Arithmetic with Multiple Inputs.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024
Simplicity Bias of Transformers to Learn Low Sensitivity Functions.
CoRR, 2024

Fourier Circuits in Neural Networks: Unlocking the Potential of Large Language Models in Mathematical Reasoning and Modular Arithmetic.
CoRR, 2024

Pre-trained Large Language Models Use Fourier Features to Compute Addition.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Faster Sampling Algorithms for Polytopes with Small Treewidth.
Proceedings of the IEEE International Conference on Big Data, 2024

Fast Second-order Method for Neural Networks under Small Treewidth Setting.
Proceedings of the IEEE International Conference on Big Data, 2024

2014
Geometry based visualization of hierarchical structures.
Proceedings of the 2014 IEEE/ACIS 13th International Conference on Computer and Information Science, 2014


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