Wenwen Ouyang
3 papers · 2025–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Applications
(1)
Clinical
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
low-rank adaptation
(2)
large language model
(2)
multimodal learning
(1)
model adaptation
(1)
clinical text extraction
(1)
time series
(1)
time series modeling
(1)
graph topology
(1)
dynamic graph
(1)
language model
(1)
parameter-efficient fine-tuning
(1)
parameter-efficient tuning
(1)
query routing
(1)
adaptive system
(1)
dynamic adaptation
(1)
communication topology
(1)
agent collaboration
(1)
clinical text
(1)
clinical decision support
(1)
agent orchestration
(1)
Papers
AMAS: Adaptively Determining Communication Topology for LLM-based Multi-agent System
EMNLP 2025
FT-MDT: Extracting Decision Trees from Medical Texts via a Novel Low-rank Adaptation Method
EMNLP 2025
Time-LlaMA: Adapting Large Language Models for Time Series Modeling via Dynamic Low-rank Adaptation
ACL 2025