Ma, Xiaofei

8 publications

NeurIPS 2025 Approximately Aligned Decoding Daniel Melcer, Sujan Kumar Gonugondla, Pramuditha Perera, Haifeng Qian, Wen-Hao Chiang, Yanjun Wang, Nihal Jain, Pranav Garg, Xiaofei Ma, Anoop Deoras

NeurIPS 2025 Automated Composition of Agents: A Knapsack Approach for Agentic Component Selection Michelle Yuan, Khushbu Pahwa, Shuaichen Chang, Mustafa Devrim Kaba, Jiarong Jiang, Xiaofei Ma, Yi Zhang, Monica Sunkara

ICLR 2024 Code Representation Learning at Scale Dejiao Zhang, Wasi Uddin Ahmad, Ming Tan, Hantian Ding, Ramesh Nallapati, Dan Roth, Xiaofei Ma, Bing Xiang

NeurIPS 2024 LeDex: Training LLMs to Better Self-Debug and Explain Code Nan Jiang, Xiaopeng Li, Shiqi Wang, Qiang Zhou, Soneya Binta Hossain, Baishakhi Ray, Varun Kumar, Xiaofei Ma, Anoop Deoras

ICML 2024 Repoformer: Selective Retrieval for Repository-Level Code Completion Di Wu, Wasi Uddin Ahmad, Dejiao Zhang, Murali Krishna Ramanathan, Xiaofei Ma

ICLR 2023 Street: A Multi-Task Structured Reasoning and Explanation Benchmark Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma, Henghui Zhu, Rui Dong, Deguang Kong, Juliette Burger, Anjelica Ramos, Zhiheng Huang, William Yang Wang, George Karypis, Bing Xiang, Dan Roth

TMLR 2022 Uncertainty-Based Active Learning for Reading Comprehension Jing Wang, Jie Shen, Xiaofei Ma, Andrew Arnold

ICLRW 2019 Passage Ranking with Weak Supervision Peng Xu, Xiaofei Ma, Ramesh Nallapati, Bing Xiang