Noseong Park

26 papers at tracked venues · 19 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×5 ICLR ×5 ICML ×4 CIKM ×3 NeurIPS ×3 IJCAI ×2 WSDM ×2 ACL ×1 SIGKDD ×1

Frequent coauthors

Jeongwhan Choi

×12

Kookjin Lee

×10

Hyowon Wi

×8

Yehjin Shin

×5

Jonghyun Choi

×4

Sanghyun Hong

×4

Sumin Park

×3

Sung-Bae Cho

×3

Woojin Cho

×3

Minju Jo

×3

Woojin Cho

×3

Dongeun Lee

×3

Papers

Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs
AAAI 2026 ·
Jeongwhan Choi
,
Seungjun Park
,
Sumin Park
,
Sung-Bae Cho
, Noseong Park
Can Spectral-Clipping Enable Better Learning While Forgetting Less for Low-Rank Adaptation?
ACL 2026 ·
Hyowon Wi
, Noseong Park
How Many Experts Are Enough? Towards Optimal Semantic Specialization for Mixture-of-Experts
AAAI 2026 ·
Sumin Park
, Noseong Park
Efficiently Parameterized Neural Metriplectic Systems
ICLR 2025 ·
Anthony Gruber
,
Kookjin Lee
,
Haksoo Lim
, Noseong Park,
Nathaniel Trask
Learning Advanced Self-Attention for Linear Transformers in the Singular Value Domain
IJCAI 2025 ·
Hyowon Wi
,
Jeongwhan Choi
, Noseong Park
MimiQ: Low-Bit Data-Free Quantization of Vision Transformers with Encouraging Inter-Head Attention Similarity
AAAI 2025 ·
Kanghyun Choi
,
Hyeyoon Lee
,
Dain Kwon
,
Sunjong Park
,
Kyuyeun Kim
, Noseong Park,
Jonghyun Choi
,
Jinho Lee
Neural Functions for Learning Periodic Signal
ICLR 2025 ·
Woojin Cho
,
Minju Jo
,
Kookjin Lee
, Noseong Park
PDEfuncta: Spectrally-Aware Neural Representation for PDE Solution Modeling
NeurIPS 2025 ·
Minju Jo
,
Woojin Cho
,
Uvini Balasuriya Mudiyanselage
,
Seungjun Lee
, Noseong Park,
Kookjin Lee
PIORF: Physics-Informed Ollivier-Ricci Flow for Long-Range Interactions in Mesh Graph Neural Networks
ICLR 2025 ·
Youn-Yeol Yu
,
Jeongwhan Choi
,
Jaehyeon Park
,
Kookjin Lee
, Noseong Park
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
CIKM 2025 ·
Meeyoung Cha
,
Chanyoung Park
, Noseong Park,
Carl Yang
,
Senjuti Basu Roy
,
Jessie Li
,
Jaap Kamps
,
Kijung Shin
,
Bryan Hooi
,
Lifang He
SCONE: A Novel Stochastic Sampling to Generate Contrastive Views and Hard Negative Samples for Recommendation
WSDM 2025 ·
Chaejeong Lee
,
Jeongwhan Choi
,
Hyowon Wi
,
Sung-Bae Cho
, Noseong Park
TV-Rec: Time-Variant Convolutional Filter for Sequential Recommendation
NeurIPS 2025 ·
Yehjin Shin
,
Jeongwhan Choi
,
Seojin Kim
, Noseong Park
Addressing Prediction Delays in Time Series Forecasting: A Continuous GRU Approach with Derivative Regularization
SIGKDD 2024 ·
Sheo Yon Jhin
,
Seojin Kim
, Noseong Park
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention
AAAI 2024 ·
Yehjin Shin
,
Jeongwhan Choi
,
Hyowon Wi
, Noseong Park
Bridging Dynamic Factor Models and Neural Controlled Differential Equations for Nowcasting GDP
CIKM 2024 ·
Seonkyu Lim
,
Jeongwhan Choi
, Noseong Park,
Sang-Ha Yoon
,
ShinHyuck Kang
,
Young-Min Kim
,
Hyunjoong Kang
Continuous-time Autoencoders for Regular and Irregular Time Series Imputation
WSDM 2024 ·
Hyowon Wi
,
Yehjin Shin
, Noseong Park
DataFreeShield: Defending Adversarial Attacks without Training Data
ICML 2024 ·
Hyeyoon Lee
,
Kanghyun Choi
,
Dain Kwon
,
Sunjong Park
,
Mayoore Selvarasa Jaiswal
, Noseong Park,
Jonghyun Choi
,
Jinho Lee
Graph Convolutions Enrich the Self-Attention in Transformers!
NeurIPS 2024 ·
Jeongwhan Choi
,
Hyowon Wi
,
Jayoung Kim
,
Yehjin Shin
,
Kookjin Lee
,
Nathaniel Trask
, Noseong Park
Identifying Contemporaneous and Lagged Dependence Structures by Promoting Sparsity in Continuous-time Neural Networks
CIKM 2024 ·
Fan Wu
,
Woojin Cho
,
David Korotky
,
Sanghyun Hong
,
Donsub Rim
, Noseong Park,
Kookjin Lee
Learning Flexible Body Collision Dynamics with Hierarchical Contact Mesh Transformer
ICLR 2024 ·
Youn-Yeol Yu
,
Jeongwhan Choi
,
Woojin Cho
,
Kookjin Lee
,
Nayong Kim
,
Kiseok Chang
,
ChangSeung Woo
,
Ilho Kim
,
SeokWoo Lee
,
Joon-Young Yang
,
Sooyoung Yoon
, Noseong Park
Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations
AAAI 2024 ·
Woojin Cho
,
Seunghyeon Cho
,
Hyundong Jin
,
Jinsung Jeon
,
Kookjin Lee
,
Sanghyun Hong
,
Dongeun Lee
,
Jonghyun Choi
, Noseong Park
PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images
ICLR 2024 ·
Jinsung Jeon
,
Hyundong Jin
,
Jonghyun Choi
,
Sanghyun Hong
,
Dongeun Lee
,
Kookjin Lee
, Noseong Park
PANDA: Expanded Width-Aware Message Passing Beyond Rewiring
ICML 2024 ·
Jeongwhan Choi
,
Sumin Park
,
Hyowon Wi
,
Sung-Bae Cho
, Noseong Park
Parameterized Physics-informed Neural Networks for Parameterized PDEs
ICML 2024 ·
Woojin Cho
,
Minju Jo
,
Haksoo Lim
,
Kookjin Lee
,
Dongeun Lee
,
Sanghyun Hong
, Noseong Park
Polynomial-based Self-Attention for Table Representation Learning
ICML 2024 ·
Jayoung Kim
,
Yehjin Shin
,
Jeongwhan Choi
,
Hyowon Wi
, Noseong Park
SVD-AE: Simple Autoencoders for Collaborative Filtering
IJCAI 2024 ·
Seoyoung Hong
,
Jeongwhan Choi
,
Yeon-Chang Lee
,
Srijan Kumar
, Noseong Park