Huiguang He
5 papers · 2020–2025 · 3 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 π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird
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Research topics
Keywords
brain-computer interface
(3)
multimodal learning
(2)
structured prediction
(1)
knowledge distillation
(1)
incremental learning
(1)
message passing
(1)
fmri decoding
(1)
brain decoding
(1)
weisfeiler-lehman test
(1)
visual reconstruction
(1)
brain activity
(1)
generative model
(1)
diffusion model
(1)
convolutional neural network
(1)
graph isomorphism
(1)
video reconstruction
(1)
permutation invariance
(1)
representational similarity analysis
(1)
semantic feature
(1)
graph neural network
(1)
Papers
Animate Your Thoughts: Reconstruction of Dynamic Natural Vision from Human Brain Activity
ICLR 2025
EmoGrowth: Incremental Multi-label Emotion Decoding with Augmented Emotional Relation Graph
ICML 2025
CLIP-MUSED: CLIP-Guided Multi-Subject Visual Neural Information Semantic Decoding
ICLR 2024
Going Deeper into Permutation-Sensitive Graph Neural Networks
ICML 2022
Conditional Generative Neural Decoding with Structured CNN Feature Prediction
AAAI 2020