Xiaofei Ma

Publication Activity (10 Years)

Years Active: 2024-2024
Publications (10 Years): 8

Top Topics

Sampling Strategy

Test Generation

Top Venues

Publications

Yuhao Zhang, Shiqi Wang, Haifeng Qian, Zijian Wang, Mingyue Shang, Linbo Liu, Sanjay Krishna Gouda, Baishakhi Ray, Murali Krishna Ramanathan, Xiaofei Ma, Anoop Deoras
CodeFort: Robust Training for Code Generation Models. CoRR (2024)
Gabriel Ryan, Siddhartha Jain, Mingyue Shang, Shiqi Wang, Xiaofei Ma, Murali Krishna Ramanathan, Baishakhi Ray
Code-Aware Prompting: A Study of Coverage-Guided Test Generation in Regression Setting using LLM. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Dejiao Zhang, Wasi Uddin Ahmad, Ming Tan, Hantian Ding, Ramesh Nallapati, Dan Roth, Xiaofei Ma, Bing Xiang
Code Representation Learning at Scale. ICLR (2024)
Nan Jiang, Xiaopeng Li, Shiqi Wang, Qiang Zhou, Soneya Binta Hossain, Baishakhi Ray, Varun Kumar, Xiaofei Ma, Anoop Deoras
Training LLMs to Better Self-Debug and Explain Code. CoRR (2024)
Haifeng Qian, Sujan Kumar Gonugondla, Sungsoo Ha, Mingyue Shang, Sanjay Krishna Gouda, Ramesh Nallapati, Sudipta Sengupta, Xiaofei Ma, Anoop Deoras
BASS: Batched Attention-optimized Speculative Sampling. CoRR (2024)
Haifeng Qian, Sujan Kumar Gonugondla, Sungsoo Ha, Mingyue Shang, Sanjay Krishna Gouda, Ramesh Nallapati, Sudipta Sengupta, Xiaofei Ma, Anoop Deoras
BASS: Batched Attention-optimized Speculative Sampling. ACL (Findings) (2024)
Siddhartha Jain, Xiaofei Ma, Anoop Deoras, Bing Xiang
Lightweight reranking for language model generations. ACL (1) (2024)
Di Wu, Wasi Uddin Ahmad, Dejiao Zhang, Murali Krishna Ramanathan, Xiaofei Ma
Repoformer: Selective Retrieval for Repository-Level Code Completion. CoRR (2024)