Alexander Shypula

According to our database, Alexander Shypula authored at least 7 papers between 2021 and 2025.

Collaborative distances:

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

2025

Evaluating the Diversity and Quality of LLM Generated Content.

Alexander Shypula, Shuo Li, Botong Zhang, Vishakh Padmakumar, Kayo Yin, Osbert Bastani

CoRR, April, 2025

LLM Program Optimization via Retrieval Augmented Search.

Sagnik Anupam, Alexander Shypula, Osbert Bastani

CoRR, January, 2025

Automated High-Level Code Optimization for Warehouse Performance.

Alexander Shypula, Aman Madaan, Yimeng Zeng, Uri Alon, Jacob R. Gardner, Milad Hashemi, Graham Neubig, Parthasarathy Ranganathan, Osbert Bastani, Amir Yazdanbakhsh

IEEE Micro, 2025

2024

Learning Performance-Improving Code Edits.

Alexander Shypula, Aman Madaan, Yimeng Zeng, Uri Alon, Jacob R. Gardner, Yiming Yang, Milad Hashemi, Graham Neubig, Parthasarathy Ranganathan, Osbert Bastani, Amir Yazdanbakhsh

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Learning Performance-Improving Code Edits.

Aman Madaan, Alexander Shypula, Uri Alon, Milad Hashemi, Parthasarathy Ranganathan, Yiming Yang, Graham Neubig, Amir Yazdanbakhsh

CoRR, 2023

Explain-then-translate: an analysis on improving program translation with self-generated explanations.

Zilu Tang, Mayank Agarwal, Alexander Shypula, Bailin Wang, Derry Wijaya, Jie Chen, Yoon Kim

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2021

Learning to Superoptimize Real-world Programs.

Alex Shypula, Pengcheng Yin, Jeremy Lacomis, Claire Le Goues, Edward J. Schwartz, Graham Neubig

CoRR, 2021