Chengsheng Mao
6 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π Conference Pioneer
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(3)
Learning Types Β· Machine Learning
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Learning Types Β· Deep Learning
(1)
Methods
(1)
Keywords
disease classification
(2)
non-negative matrix factorization
(2)
feature learning
(1)
text classification
(1)
supervised learning
(1)
policy learning
(1)
tensor factorization
(1)
document embedding
(1)
word embedding
(1)
graph convolutional network
(1)
confounding variable
(1)
patient stratification
(1)
medical visual question answering
(1)
llm agent
(1)
softmax classifier
(1)
text graph
(1)
non-negative tensor factorization
(1)
word co-occurrence
(1)
genetic pathway
(1)
patient outcome
(1)
Papers
AMANDA: Agentic Medical Knowledge Augmentation for Data-Efficient Medical Visual Question Answering
EMNLP 2025
Deep Reinforcement Learning for Efficient and Fair Allocation of Healthcare Resources
IJCAI 2025
PANTHER: Pathway Augmented Nonnegative Tensor Factorization for HighER-order Feature Learning
AAAI 2021
ScanMap: Supervised Confounding Aware Non-negative Matrix Factorization for Polygenic Risk Modeling
MLHC 2020
Graph Convolutional Networks for Text Classification
AAAI 2019
Integrating Hypertension Phenotype and Genotype with Hybrid Non-negative Matrix Factorization
MLHC 2018