Hua Zhou
6 papers · 2019–2025 · 3 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
(14)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(6)
Mathematics & Optimization
(3)
Optimization
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Clinical
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
convex optimization
(3)
proximal algorithm
(2)
constrained optimization
(2)
domain adaptation
(2)
medical imaging
(1)
knowledge distillation
(1)
model merging
(1)
reinforcement learning from human feedback
(1)
alternating direction method
(1)
proximal gradient
(1)
convergence rate
(1)
convolutional neural network
(1)
parameter-efficient fine-tuning
(1)
mixture of expert
(1)
supervised fine-tuning
(1)
computed tomography
(1)
convex regression
(1)
proximal distance
(1)
bilingual model
(1)
continuous pretraining
(1)
Papers
CareBot: A Pioneering Full-Process Open-Source Medical Language Model
AAAI 2025
MoSLD: An Extremely Parameter-Efficient Mixture-of-Shared LoRAs for Multi-Task Learning
COLING 2025
Extensions to the Proximal Distance Method of Constrained Optimization
JMLR 2022
Domain Knowledge-Assisted Automatic Diagnosis of Idiopathic Pulmonary Fibrosis (IPF) Using High Resolution Computed Tomography (HRCT) (Student Abstract)
AAAI 2020
Provable Convex Co-clustering of Tensors
JMLR 2020
Proximal Distance Algorithms: Theory and Practice
JMLR 2019