Liantao Ma
7 papers · 2020–2026 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (10) π Academic Marathon (6)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(19)
Conferences
AAAI (4)
ACL (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
reinforcement learning
(2)
clinical prediction
(2)
electronic medical record
(2)
optimal transport
(2)
representation learning
(2)
graph classification
(1)
knowledge transfer
(1)
data augmentation
(1)
feature embedding
(1)
monte carlo tree search
(1)
information gain
(1)
decision boundary
(1)
electronic health record
(1)
continuous-time model
(1)
gromov-wasserstein distance
(1)
shapley value
(1)
similar patient
(1)
temporal domain generalization
(1)
instance evolving trajectory
(1)
virtual instance
(1)
Papers
ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs
ACL 2026
Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance
AAAI 2026
Temporal Domain Generalization via Learning Instance-level Evolving Patterns
IJCAI 2024
Fused Gromov-Wasserstein Graph Mixup for Graph-level Classifications
NIPS 2023
GRASP: Generic Framework for Health Status Representation Learning Based on Incorporating Knowledge from Similar Patients
AAAI 2021
ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context
AAAI 2020
AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration
AAAI 2020