Zifan Carl Guo

11 papers A* 2Journal 8Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	(How) Do Language Models Track State? ICML Belinda Z. Li, Zifan Carl Guo, Jacob Andreas
2025	J	`jnl`	(How) Do Language Models Track State? CoRR Belinda Z. Li, Zifan Carl Guo, Jacob Andreas
2025	J	`jnl`	Training Language Models to Explain Their Own Computations. CoRR Belinda Z. Li, Zifan Carl Guo, Vincent Huang, Jacob Steinhardt, Jacob Andreas
2024	A*	`conf`	Algorithmic progress in language models. NeurIPS Anson Ho, Tamay Besiroglu, Ege Erdil, Zifan Carl Guo, David Owen, Robi Rahman, David Atkinson, Neil Thompson, Jaime Sevilla
2024	J	`jnl`	Algorithmic progress in language models. CoRR Anson Ho, Tamay Besiroglu, Ege Erdil, David Owen, Robi Rahman, Zifan Carl Guo, David Atkinson, Neil Thompson, Jaime Sevilla
2024	J	`jnl`	Opening the AI Black Box: Distilling Machine-Learned Algorithms into Code. Entropy Eric J. Michaud, Isaac Liao, Vedang Lad, Ziming Liu, Anish Mudide, Chloe Loughridge, Zifan Carl Guo, Tara Rezaei Kheirkhah, Mateja Vukelic, Max Tegmark
2024	J	`jnl`	Opening the AI black box: program synthesis via mechanistic interpretability. CoRR Eric J. Michaud, Isaac Liao, Vedang Lad, Ziming Liu, Anish Mudide, Chloe Loughridge, Zifan Carl Guo, Tara Rezaei Kheirkhah, Mateja Vukelic, Max Tegmark
2024	J	`jnl`	Survival of the Fittest Representation: A Case Study with Modular Addition. CoRR Xiaoman Delores Ding, Zifan Carl Guo, Eric J. Michaud, Ziming Liu, Max Tegmark
2024	J	`jnl`	Universal Neurons in GPT2 Language Models. CoRR Wes Gurnee, Theo Horsley, Zifan Carl Guo, Tara Rezaei Kheirkhah, Qinyi Sun, Will Hathaway, Neel Nanda, Dimitris Bertsimas
2024	J	`jnl`	Universal Neurons in GPT2 Language Models. Trans. Mach. Learn. Res. Wes Gurnee, Theo Horsley, Zifan Carl Guo, Tara Rezaei Kheirkhah, Qinyi Sun, Will Hathaway, Neel Nanda, Dimitris Bertsimas
2022	—	`conf`	Enabling Transformers to Understand Low-Level Programs. HPEC Zifan Carl Guo, William S. Moses