Qiming Ge
5 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (6) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(18)
π£
Hot Topic Early Bird
Conferences
ACL (2)
EMNLP (2)
ICML (1)
Top co-authors
Keywords
large language model
(2)
continual learning
(1)
catastrophic forgetting
(1)
policy optimization
(1)
direct preference optimization
(1)
preference optimization
(1)
language model alignment
(1)
model safety
(1)
safety alignment
(1)
reinforcement learning from human feedback
(1)
human feedback
(1)
language model
(1)
low-rank adaptation
(1)
scaling law
(1)
downstream task
(1)
validation loss
(1)
refusal behavior
(1)
orthogonal subspace
(1)
overkill detection
(1)
contrastive decoding
(1)
Papers
Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law
ACL 2025
Navigating the OverKill in Large Language Models
ACL 2024
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
Orthogonal Subspace Learning for Language Model Continual Learning
EMNLP 2023