Hyowon Wi
6 papers · 2024–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(4)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
ICML (2)
AAAI (1)
ACL (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
singular value decomposition
(2)
graph signal processing
(2)
graph filter
(2)
self-attention mechanism
(2)
oversmoothing problem
(2)
transformer architecture
(2)
graph convolution
(1)
linear transformer
(1)
recommender system
(1)
graph neural network
(1)
spectral clipping
(1)
catastrophic forgetting
(1)
fourier transform
(1)
inductive bia
(1)
low-rank adaptation
(1)
sequential recommendation
(1)
Papers
Can Spectral-Clipping Enable Better Learning While Forgetting Less for Low-Rank Adaptation?
ACL 2026
Learning Advanced Self-Attention for Linear Transformers in the Singular Value Domain
IJCAI 2025
Graph Convolutions Enrich the Self-Attention in Transformers!
NIPS 2024
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention
AAAI 2024
PANDA: Expanded Width-Aware Message Passing Beyond Rewiring
ICML 2024
Polynomial-based Self-Attention for Table Representation Learning
ICML 2024