7 citations · 12 across the 6 of their papers we have counts for
6 papers
A Barrier-Free Synchronization Algorithm for Multi-Engine AI Accelerators
Chungha Sung, Nikil V. Shyamsunder, Hanliang Zhang +2
Multi-engine AI accelerators such as AWS Trainium comprise specialized compute engines that execute in parallel, and the compiler must synchronize the data dependencies between the…
Validated Code Translation for Projects with External Libraries
Hanliang Zhang, Arindam Sharma, Cristina David +5
Large Language Models (LLMs) have shown promise for program translation, particularly for migrating systems code to memory-safe languages such as Rust. However, existing approaches…
Scalable, Validated Code Translation of Entire Projects using Large Language Models
Hanliang Zhang, Cristina David, Meng Wang +2
Large language models (LLMs) show promise in code translation due to their ability to generate idiomatic code. However, a significant limitation when using LLMs for code translatio…
Quantifying the benefits of code hints for refactoring deprecated Java APIs
Cristina David, Pascal Kesseli, Daniel Kroening +1
When done manually, refactoring legacy code in order to eliminate uses of deprecated APIs is an error-prone and time-consuming process. In this paper, we investigate to which degre…
Towards Translating Real-World Code with LLMs: A Study of Translating to Rust
Hasan Ferit Eniser, Hanliang Zhang, Cristina David +5
Large language models (LLMs) show promise in code translation - the task of translating code written in one programming language to another language - due to their ability to write…
Ownership guided C to Rust translation
Hanliang Zhang, Cristina David, Yijun Yu +1
Dubbed a safer C, Rust is a modern programming language that combines memory safety and low-level control. This interesting combination has made Rust very popular among developers…