Yanfei Dong
6 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
π
Renaissance Researcher
(5)
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Trend Setter
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Research topics
Artificial Intelligence
(6)
Core AI
(6)
Deep Learning
(3)
Machine Learning
(2)
Architectures
(2)
Core Methods
(2)
Computer Science
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications Β· Computer Science
(1)
Applications Β· Natural Language Processing
(1)
Generation
(1)
Mathematics
(1)
Models
(1)
Keywords
graph neural network
(2)
message passing
(2)
particle filtering
(1)
logical reasoning
(1)
information extraction
(1)
named entity recognition
(1)
reading comprehension
(1)
graph representation
(1)
generative model
(1)
benchmark dataset
(1)
graph isomorphism
(1)
dataset bia
(1)
pre-trained language model
(1)
concept erasure
(1)
factor graph
(1)
k-nearest neighbor graph
(1)
shapley value
(1)
layout generation
(1)
spatial constraint
(1)
spatial attention
(1)
Papers
Minimalist Concept Erasure in Generative Models
ICML 2025
Constrained Layout Generation with Factor Graphs
CVPR 2024
Investigating Layer Importance in Large Language Models
EMNLP 2024
Lightweight Spatial Modeling for Combinatorial Information Extraction From Documents
EACL 2023
PF-GNN: Differentiable particle filtering based approximation of universal graph representations
ICLR 2022
ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning
ICLR 2020