Xiyu Liu
6 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(23)
Conferences
ACL (4)
AAAI (1)
EMNLP (1)
Top co-authors
Keywords
large language model
(4)
parameter-efficient fine-tuning
(3)
low-rank adaptation
(3)
model compression
(3)
language model
(2)
neural network optimization
(2)
knowledge distillation
(1)
knowledge editing
(1)
privacy preservation
(1)
efficient computing
(1)
model pruning
(1)
rank optimization
(1)
backdoor attack
(1)
parameter-efficient tuning
(1)
feed-forward network
(1)
inference efficiency
(1)
pre-trained language model
(1)
soft prompt
(1)
prompt tuning
(1)
gradient-free optimization
(1)
Papers
Relation Also Knows: Rethinking the Recall and Editing of Factual Associations in Auto-Regressive Transformer Language Models
AAAI 2025
BeamLoRA: Beam-Constraint Low-Rank Adaptation
ACL 2025
Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models
ACL 2025
CBP-Tuning: Efficient Local Customization for Black-box Large Language Models
EMNLP 2025
Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning
ACL 2024
A Gradient Control Method for Backdoor Attacks on Parameter-Efficient Tuning
ACL 2023