Longxu Dou
Research Scientist at Sea AI Lab (SAIL)
Singapore, Singapore
Summary
👤
Senior🎓
Top SchoolLongxu Dou is a research scientist with 10 years of experience building language-understanding systems, currently leading the Sailor Project at Sea AI Lab to advance South-East Asian large language models. He combines a PhD-level foundation from Harbin Institute of Technology with hands-on research internships at Microsoft in areas like Text-to-SQL and Data-to-Text, and now focuses on terminal/CLI coding agents that blend agentic behavior with human-in-the-loop learning. Based in Singapore, Longxu bridges academic rigor and product-driven research, shipping practical agentic tooling for developer workflows. His work emphasizes interactive, executable language interfaces rather than purely generative models, reflecting a strong interest in making LLMs actionable in real-world developer environments.
10 years of coding experience
Doctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at Harbin Institute of Technology
Github Skills (109)
sequence-to-sequence10
multimodal10
conformer10
ctc10
artificial-intelligence10
speech-synthesis10
transformer-architecture10
facebook10
sequence10
machine-translation9
nmt9
generative-ai9
nlp9
conll9
python9
Programming languages (7)
Github contributions (5)
longxudou/HIT-SCIR-CoNLL2019
Sep 2019 - Jul 2020
"HIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Efficient Training and Effective Encoding"-1st system in CoNLL2019 shared task
Contributions:13 commits, 12 pushes, 1 branch in 9 months
nlprepresentationpipelinemeaningeffective
longxudou/Paper_Reading
May 2018 - Oct 2020
Contributions:19 commits, 28 pushes, 1 branch in 2 years 5 months
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