Yuchen Zeng
7 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Application Areas
(4)
Deep Learning
(3)
Core AI
(3)
Core Methods
(3)
Learning Paradigms
(3)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Architectures
(1)
Generation
(1)
Models
(1)
Keywords
parameter-efficient fine-tuning
(2)
state space model
(2)
transfer learning
(1)
prompt engineering
(1)
multimodal learning
(1)
model adaptation
(1)
sparse regularization
(1)
tensor decomposition
(1)
expressive power
(1)
in-context learning
(1)
image classification
(1)
low-rank adaptation
(1)
group fairness
(1)
transformer network
(1)
parameter-efficient tuning
(1)
weight matrix
(1)
pre-trained language model
(1)
linear attention
(1)
prompt tuning
(1)
sequence modeling
(1)
Papers
Parameter-Efficient Fine-Tuning of State Space Models
ICML 2025
State-offset Tuning: State-based Parameter-Efficient Fine-Tuning for State Space Models
ACL 2025
TabFlex: Scaling Tabular Learning to Millions with Linear Attention
ICML 2025
The Expressive Power of Low-Rank Adaptation
ICLR 2024
Equal Improvability: A New Fairness Notion Considering the Long-term Impact
ICLR 2023
LIFT: Language-Interfaced Fine-Tuning for Non-language Machine Learning Tasks
NeurIPS 2022
Multiway clustering via tensor block models
NeurIPS 2019