Hui Yi Leong
4 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
(22)
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(4)
Machine Learning
(4)
Core AI
(4)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Natural Language Processing
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Healthcare & Medicine
(1)
Applications
(1)
Clinical
(1)
Resources & Methods
(1)
Keywords
low-rank adaptation
(3)
large language model
(2)
parameter-efficient fine-tuning
(2)
model adaptation
(1)
clinical text extraction
(1)
time series
(1)
time series modeling
(1)
hessian matrix
(1)
graph topology
(1)
dynamic graph
(1)
language model
(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
Sensitivity-LoRA : Low-Load Sensitivity-Based Fine-Tuning for Large Language Models
EMNLP 2025
Time-LlaMA: Adapting Large Language Models for Time Series Modeling via Dynamic Low-rank Adaptation
ACL 2025