Jinduo Liu
7 papers · 2020–2025 · 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
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Interdisciplinary Bridge Β· Gold
πΊοΈ
Taxonomy Completionist
(18)
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Keywords
effective connectivity
(2)
functional magnetic resonance imaging
(2)
brain connectivity
(2)
neural network
(2)
concept-based explanation
(1)
interpretability
(1)
attention mechanism
(1)
neural architecture search
(1)
brain regions
(1)
deep model
(1)
structural equation model
(1)
adversarial perturbation
(1)
generative adversarial network
(1)
meta-reinforcement learning
(1)
concept extraction
(1)
deep rl
(1)
causal explanation
(1)
invariant subgraph
(1)
brain functional network
(1)
prototype-based explanation
(1)
Papers
Causal Invariance-aware Augmentation for Brain Graph Contrastive Learning
ICML 2025
Inferring Causal Protein Signaling Networks with Reinforcement Learning via Artificial Bee Colony Neural Architecture Search
IJCAI 2025
MSGFlowNet: Learning Effective Connectivity Network based on Sparse Generative Flow Network from fMRI and EEG Data
MICCAI 2025
Concept-Level Causal Explanation Method for Brain Function Network Classification
IJCAI 2024
MetaRLEC: Meta-Reinforcement Learning for Discovery of Brain Effective Connectivity
AAAI 2024
Towards Automating Model Explanations with Certified Robustness Guarantees
AAAI 2022
EC-GAN: Inferring Brain Effective Connectivity via Generative Adversarial Networks
AAAI 2020