Jeongwhan Choi
11 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Cross-Pollinator (12) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (20)
π
Grand Slam
π
Triple Crown
π€
Dynamic Duo
(10)
π
Century Club
(10)
π₯
Unstoppable
(5)
β
The Questioner
β‘
Prolific Year
(6)
Conferences
AAAI (3)
ICML (3)
ICLR (2)
IJCAI (2)
NIPS (1)
Top co-authors
Keywords
graph neural network
(4)
graph signal processing
(3)
graph filter
(2)
oversmoothing problem
(2)
transformer architecture
(2)
self-attention mechanism
(2)
singular value decomposition
(2)
inductive bia
(1)
sequential recommendation
(1)
recommendation system
(1)
neural differential equation
(1)
graph convolution
(1)
linear transformer
(1)
recommender system
(1)
long-range dependency
(1)
spatio-temporal forecasting
(1)
spatio-temporal prediction
(1)
controlled differential equation
(1)
traffic forecasting
(1)
reaction-diffusion equation
(1)
Papers
Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs
AAAI 2026
PIORF: Physics-Informed Ollivier-Ricci Flow for LongβRange Interactions in Mesh Graph Neural Networks
ICLR 2025
Learning Advanced Self-Attention for Linear Transformers in the Singular Value Domain
IJCAI 2025
PANDA: Expanded Width-Aware Message Passing Beyond Rewiring
ICML 2024
Polynomial-based Self-Attention for Table Representation Learning
ICML 2024
SVD-AE: Simple Autoencoders for Collaborative Filtering
IJCAI 2024
Graph Convolutions Enrich the Self-Attention in Transformers!
NIPS 2024
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention
AAAI 2024
Learning Flexible Body Collision Dynamics with Hierarchical Contact Mesh Transformer
ICLR 2024
GREAD: Graph Neural Reaction-Diffusion Networks
ICML 2023
Graph Neural Controlled Differential Equations for Traffic Forecasting
AAAI 2022