Mianqiu Huang
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
Top co-authors
Research topics
Keywords
large language model
(4)
reinforcement learning from human feedback
(2)
preference alignment
(1)
in-context learning
(1)
confidence calibration
(1)
computational efficiency
(1)
safety alignment
(1)
probability calibration
(1)
model training
(1)
uncertainty estimation
(1)
memory optimization
(1)
context length
(1)
length extrapolation
(1)
inference-time alignment
(1)
long context
(1)
content safety
(1)
gpu memory
(1)
long-context modeling
(1)
safety training
(1)
dynamic alignment
(1)
Papers
LongSafety: Enhance Safety for Long-Context LLMs
ACL 2025
MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time
NAACL 2025
Calibrating the Confidence of Large Language Models by Eliciting Fidelity
EMNLP 2024
Memorize Step by Step: Efficient Long-Context Prefilling with Incremental Memory and Decremental Chunk
EMNLP 2024