Derui Lyu
6 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(16)
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Renaissance Researcher
(5)
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Trend Setter
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Research topics
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(3)
Knowledge & Reasoning
(2)
Mathematics & Optimization
(2)
Learning Types
(2)
Optimization
(2)
Reasoning
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Application Areas
(1)
Clinical
(1)
Core Methods
(1)
Learning Paradigms
(1)
Keywords
causal inference
(2)
zero-shot learning
(2)
causal discovery
(2)
continuous optimization
(2)
directed acyclic graph
(2)
large language model
(2)
classifier expansion
(2)
causal structure
(1)
semantic space
(1)
classifier weight
(1)
counterfactual reasoning
(1)
retrieval-augmented generation
(1)
conversational agent
(1)
binary-masked characterization
(1)
multi-view description
(1)
mental health chatbot
(1)
order-guided optimization
(1)
ancestral constraint
(1)
attribute generation
(1)
path existence
(1)
Papers
Counterfactual-Driven Zero-Shot Classifier Expansion
AAAI 2026
Continuous Structure Constraint Integration for Robust Causal Discovery
AISTATS 2025
Differentiable Structure Learning with Ancestral Constraints
ICML 2025
Expanding the Category of Classifiers with LLM Supervision
IJCAI 2025
Constructing a Knowledge-Guided Mental Health Chatbot with LLMs
ACML 2024
Differentiable Structure Learning with Partial Orders
NeurIPS 2024