Zifan Carl Guo

According to our database, Zifan Carl Guo authored at least 6 papers between 2022 and 2025.

Collaborative distances:

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

2025

(How) Do Language Models Track State?

Belinda Z. Li, Zifan Carl Guo, Jacob Andreas

CoRR, March, 2025

2024

Universal Neurons in GPT2 Language Models.

Wes Gurnee, Theo Horsley, Zifan Carl Guo, Tara Rezaei Kheirkhah, Qinyi Sun, Will Hathaway, Neel Nanda, Dimitris Bertsimas

Trans. Mach. Learn. Res., 2024

Survival of the Fittest Representation: A Case Study with Modular Addition.

Xiaoman Delores Ding, Zifan Carl Guo, Eric J. Michaud, Ziming Liu, Max Tegmark

CoRR, 2024

Opening the AI black box: program synthesis via mechanistic interpretability.

Eric J. Michaud, Isaac Liao, Vedang Lad, Ziming Liu, Anish Mudide, Chloe Loughridge, Zifan Carl Guo, Tara Rezaei Kheirkhah, Mateja Vukelic, Max Tegmark

CoRR, 2024

Algorithmic progress in language models.

Anson Ho, Tamay Besiroglu, Ege Erdil, Zifan Carl Guo, David Owen, Robi Rahman, David Atkinson, Neil Thompson, Jaime Sevilla

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

Enabling Transformers to Understand Low-Level Programs.

Zifan Carl Guo, William S. Moses

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022