Toni J. B. Liu

According to our database, Toni J. B. Liu authored at least 9 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Jacobian Scopes: token-level causal attributions in LLMs.

Toni J. B. Liu, Baran Zadeoglu, Nicolas Boullé, Raphaël Sarfati, Christopher J. Earls

CoRR, January, 2026

2025

Text-Trained LLMs Can Zero-Shot Extrapolate PDE Dynamics.

Jiajun Bao, Nicolas Boullé, Toni J. B. Liu, Raphaël Sarfati, Christopher J. Earls

CoRR, September, 2025

Lines of Thought in Large Language Models.

Raphaël Sarfati, Toni J. B. Liu, Nicolas Boullé, Christopher J. Earls

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Density estimation with LLMs: a geometric investigation of in-context learning trajectories.

Toni J. B. Liu, Nicolas Boullé, Raphaël Sarfati, Christopher J. Earls

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

What's in a prompt? Language models encode literary style in prompt embeddings.

Raphaël Sarfati, Haley Moller, Toni J. B. Liu, Nicolas Boullé, Christopher J. Earls

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

Shadow Cones: A Generalized Framework for Partial Order Embeddings.

Tao Yu, Toni J. B. Liu, Albert Tseng, Christopher De Sa

Proceedings of the Twelfth International Conference on Learning Representations, 2024

LLMs learn governing principles of dynamical systems, revealing an in-context neural scaling law.

Toni J. B. Liu, Nicolas Boullé, Raphaël Sarfati, Christopher J. Earls

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Shadow Cones: Unveiling Partial Orders in Hyperbolic Space.

Tao Yu, Toni J. B. Liu, Albert Tseng, Christopher De Sa

CoRR, 2023

Coneheads: Hierarchy Aware Attention.

Albert Tseng, Tao Yu, Toni J. B. Liu, Christopher De Sa

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023