Chang Lu
6 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze
π
Renaissance Researcher
(5)
β
The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Computer Science
(2)
Core Methods
(2)
Foundations
(2)
Computer Vision
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Domain-Specific
(1)
Learning Types
(1)
Optimization & Theory
(1)
Keywords
electronic health record
(3)
concept learning
(2)
pac learning
(2)
description logic
(2)
graph representation learning
(1)
knowledge representation
(1)
multi-label classification
(1)
computational complexity
(1)
knowledge base
(1)
structural risk minimization
(1)
clinical note
(1)
parameterized complexity
(1)
fixed-parameter tractability
(1)
interpretable prediction
(1)
icd coding
(1)
healthcare prediction
(1)
maximum satisfiability
(1)
temporal event prediction
(1)
health event prediction
(1)
dynamic disease graph
(1)
Papers
Concept Sketching for Description Logics
UAI 2026
When Can We Learn from Noisy Logical Data? Parameterized Complexity of Approximate Concept Fitting in Description Logics
UAI 2026
No Black Boxes: Interpretable and Interactable Predictive Healthcare with Knowledge-Enhanced Agentic Causal Discovery
EMNLP 2025
Towards Semi-Structured Automatic ICD Coding via Tree-based Contrastive Learning
NeurIPS 2023
Context-Aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs
AAAI 2022
Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare
IJCAI 2021