Hyowon Wi
6 papers · 2024–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
🏆
Keyword Champion
(2)
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The Questioner
Venues
Top co-authors
Research topics
Keywords
over-smoothing problem
(2)
graph signal processing
(2)
self-attention mechanism
(2)
graph filter
(2)
singular value decomposition
(2)
transformer architecture
(2)
hidden state
(1)
inductive bia
(1)
low-rank adaptation
(1)
sequential recommendation
(1)
graph convolution
(1)
linear transformer
(1)
recommender system
(1)
self attention
(1)
matrix polynomial
(1)
model scalability
(1)
graph neural network
(1)
table representation learning
(1)
over smoothing
(1)
spectral clipping
(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
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention
AAAI 2024
Graph Convolutions Enrich the Self-Attention in Transformers!
NeurIPS 2024
PANDA: Expanded Width-Aware Message Passing Beyond Rewiring
ICML 2024
Polynomial-based Self-Attention for Table Representation Learning
ICML 2024