Zifan Carl Guo

According to our database, Zifan Carl Guo authored at least 5 papers between 2022 and 2024.

Collaborative distances:

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

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

Algorithmic progress in language models.

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

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

2022

Enabling Transformers to Understand Low-Level Programs.

Zifan Carl Guo, William S. Moses

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022