Xinyuan Niu
4 papers · 2024–2025 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
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Research topics
Keywords
large language model
(3)
in-context learning
(1)
intellectual property
(1)
reward function
(1)
semantic space
(1)
inverse problem
(1)
text watermarking
(1)
scaling law
(1)
dialogue system
(1)
data curation
(1)
multi-turn conversation
(1)
paraphrasing attack
(1)
conversation planning
(1)
model provenance
(1)
knowledge transfer
(1)
data-centric benchmark
(1)
Papers
Broaden your SCOPE! Efficient Multi-turn Conversation Planning for LLMs with Semantic Space
ICLR 2025
Uncovering Scaling Laws for Large Language Models via Inverse Problems
EMNLP 2025
Position Paper: Data-Centric AI in the Age of Large Language Models
EMNLP 2024
Waterfall: Scalable Framework for Robust Text Watermarking and Provenance for LLMs
EMNLP 2024