Guojia Wan
7 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(15)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Knowledge & Reasoning
(3)
Reinforcement Learning
(3)
Methods
(3)
Representation
(3)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
multi-hop reasoning
(3)
knowledge graph
(3)
knowledge graph reasoning
(2)
bayesian reinforcement learning
(1)
curriculum learning
(1)
uncertainty quantification
(1)
logical reasoning
(1)
heterogeneous information network
(1)
instruction tuning
(1)
hierarchical reinforcement learning
(1)
markov decision process
(1)
gaussian priors
(1)
first-order logic
(1)
complex reasoning
(1)
knowledge graph completion
(1)
path finding
(1)
permutation invariant
(1)
gaussian representation
(1)
large language model
(1)
graph neural network
(1)
Papers
Brain Wiring Knowledge Graph Reasoning: A Region Embedding Approach for Logical Neuronal Relation Inference
MICCAI 2025
Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning
AAAI 2025
Joint Learning Neuronal Skeleton and Brain Circuit Topology with Permutation Invariant Encoders for Neuron Classification
AAAI 2024
Self-Supervised Contrastive Graph Views for Learning Neuron-level Circuit Network
MICCAI 2024
GaussianPath:A Bayesian Multi-Hop Reasoning Framework for Knowledge Graph Reasoning
AAAI 2021
Reasoning Like Human: Hierarchical Reinforcement Learning for Knowledge Graph Reasoning
IJCAI 2020
Reinforcement Learning Based Meta-Path Discovery in Large-Scale Heterogeneous Information Networks
AAAI 2020