Roy Xie
Duke University
ruoyu.xie@duke.edu
I am a second-year Computer Science Ph.D. student at Duke NLP,
advised by Bhuwan Dhingra. My research focuses on developing efficient algorithms for language modeling. I am currently exploring reinforcement learning methods to improve the reasoning efficiency of LLMs, especially for complex tasks that involve long sequences.
My research is supported by the NSF Graduate Research
Fellowship. Before Duke, I worked closely with Antonios Anastasopoulos on low-resource NLP.
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Roy Xie, Junlin Wang, Paul Rosu, Chunyuan Deng, Bolun Sun, Zihao Lin, Bhuwan Dhingra
Preprint, 2025
Roy Xie, Junlin Wang, Ruomin Huang, Minxing Zhang, Rong Ge, Jian Pei, Neil Gong, Bhuwan Dhingra
EMNLP, 2024
Roy Xie, Chengxuan Huang, Junlin Wang, Bhuwan
Dhingra
EMNLP Findings, 2024
Roy Xie, Orevaoghene Ahia, Yulia Tsvetkov,
Antonios Anastasopoulos
NAACL, 2024
Roy Xie, Antonios Anastasopoulos
EACL Findings, 2023
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