3 papers
stat.ME2023
UBSea: A Unified Community Detection Framework
Xiancheng Lin, Hao Chen
Detecting communities in networks and graphs is an important task across many disciplines such as statistics, social science and engineering. There are generally three different ki…
cs.SE2023
Code Representation Pre-training with Complements from Program Executions
Jiabo Huang, Jianyu Zhao, Yuyang Rong +3
Large language models (LLMs) for natural language processing have been grafted onto programming language modeling for advancing code intelligence. Although it can be represented in…
cs.LG2023
Understanding Programs by Exploiting (Fuzzing) Test Cases
Jianyu Zhao, Yuyang Rong, Yiwen Guo +2
Semantic understanding of programs has attracted great attention in the community. Inspired by recent successes of large language models (LLMs) in natural language understanding, t…