Xiyu Liu
6 papers · 2023–2025 · 3 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 · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(23)
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Core AI
(6)
Deep Learning
(3)
Natural Language Processing
(3)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Resources & Methods
(3)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Learning Paradigms
(1)
Techniques
(1)
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
Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models
ACL 2025
BeamLoRA: Beam-Constraint Low-Rank Adaptation
ACL 2025
CBP-Tuning: Efficient Local Customization for Black-box Large Language Models
EMNLP 2025
Relation Also Knows: Rethinking the Recall and Editing of Factual Associations in Auto-Regressive Transformer Language Models
AAAI 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