Qiming Ge
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
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Research topics
Keywords
policy optimization
(2)
large language model
(2)
catastrophic forgetting
(1)
direct preference optimization
(1)
preference optimization
(1)
language model alignment
(1)
model safety
(1)
safety alignment
(1)
reinforcement learning from human feedback
(1)
closed-form solution
(1)
human feedback
(1)
language model
(1)
low-rank adaptation
(1)
scaling law
(1)
downstream task
(1)
validation loss
(1)
refusal behavior
(1)
human preference
(1)
orthogonal subspace
(1)
overkill detection
(1)
Papers
Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law
ACL 2025
Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data
EMNLP 2024
Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback
ICML 2024
Navigating the OverKill in Large Language Models
ACL 2024
Orthogonal Subspace Learning for Language Model Continual Learning
EMNLP 2023