Yixuan He
6 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(6)
Architectures
(5)
Machine Learning
(4)
Artificial Intelligence
(2)
Computer Science
(2)
Core AI
(2)
Core Methods
(2)
Learning Types
(2)
Optimization & Theory
(2)
Natural Language Processing
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Foundations
(1)
Keywords
graph neural network
(3)
directed graph
(2)
node classification
(2)
optimal transport
(1)
distributed learning
(1)
sign language translation
(1)
diffusion process
(1)
vector quantization
(1)
sensor networks
(1)
graph embedding
(1)
generalization error
(1)
global ranking
(1)
ranking recovery
(1)
phase retrieval
(1)
pairwise comparison
(1)
convergence rate
(1)
spectral method
(1)
graph transformer
(1)
vision-language model
(1)
codebook learning
(1)
Papers
Generalization Error of Graph Neural Networks in the Mean-field Regime
ICML 2024
LLMs are Good Sign Language Translators
CVPR 2024
Robust Angular Synchronization via Directed Graph Neural Networks
ICLR 2024
DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion
ICLR 2023
GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural Networks
ICML 2022
MagNet: A Neural Network for Directed Graphs
NeurIPS 2021