Xiaosen Zheng
Singapore
Summary
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Rockstar🎓
Top SchoolXiaosen Zheng is a Data-Centric AI researcher with eight years of experience bridging academic rigor and industry impact across Singapore and global labs. Currently a researcher at TikTok after internships and research roles at Sea AI Lab, CMU, and Intel, Xiaosen focuses on improving dataset quality and model robustness rather than just model architecture. Pursuing a PhD in Computer Science at Singapore Management University and grounded in a software engineering bachelor’s, they combine deep learning practice with applied research engineering. Known for moving between short-term high-impact research internships and longer research-engineering roles, Xiaosen excels at turning empirical insights about data into reproducible tooling and publications that influence production ML workflows.
8 years of coding experience
1 year of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Singapore Management UniversityBachelor's Degree, Software Engineering, Bachelor's Degree, Software Engineering at Central South University
English, Chinese, Chinese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (67)
leaderboard10
foundation-models10
ai-chat10
evaluation10
llm-inference9
audio9
nlp9
python9
language-model9
gpt4all9
deep-learning9
pytorch9
large-language-models9
vision-and-language9
multimodal-deep-learning9
Programming languages (5)
Github contributions (5)
sail-sg/Agent-Smith
Feb 2024 - Mar 2025
[ICML 2024] Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast
Contributions:1 PR, 6 pushes, 2 comments in 1 year 1 month
jailbreakllmmultimodal
xszheng2020/memorization
Mar 2022 - Jun 2022
An Empirical Study of Memorization in NLP (ACL 2022)
Contributions:8 commits, 5 pushes, 3 branches in 3 months
natural-language-processingdata-centric-aiinfluence-functionsinterpretabilitymemorization
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