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Xiaofei Ma

Applied Science Manager, Amazon Web Services

2 papers at NeurIPS 2025

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Poster Session 1

1 paper
Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Approximately Aligned Decoding
#606 · Daniel Melcer, Sujan Kumar Gonugondla, Pramuditha Perera, Haifeng Qian, Wen-Hao Chiang, Yanjun Wang, Nihal Jain, Pranav Garg, Xiaofei Ma, Anoop Deoras

Efficiently generate text avoiding constraint violations, with less distortion of LLM output distribution.

Poster Session 3

1 paper
Thursday, December 4, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Automated Composition of Agents: A Knapsack Approach for Agentic Component Selection
#1908 · Michelle Yuan, Khushbu Pahwa, Shuaichen Chang, Mustafa Devrim Kaba, MONICA SUNKARA, Jiarong Jiang, Xiaofei Ma, Yi Zhang