← Authors

Noseong Park

37 papers · 2018–2026 · 8 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (7) 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (7) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (12) 🀝 Dynamic Duo (11) πŸ‘‘ Triple Crown πŸ† Grand Slam 🧬 Topic Evolution πŸ† Keyword Champion (2) ❓ The Questioner (2) ⚑ Prolific Year (6) πŸ—ƒοΈ Keyword Collector (107) πŸ”₯ Unstoppable (5) πŸ’Ž Century Club (35)

Conferences

AAAI (8) ICLR (7) ICML (7) IJCAI (6) NIPS (5) ACL (2) CVPR (1) IJCNLP (1)

Top co-authors

Jeongwhan Choi (11) Kookjin Lee (11) Woojin Cho (5) Jinsung Jeon (5) Hyowon Wi (5) Dongeun Lee (5) Minju Jo (5) Jayoung Kim (5) Jinho Lee (4) Jonghyun Choi (4)

Keywords

generative adversarial network (4) graph neural network (4) text classification (3) controlled differential equation (3) adversarial attack (3) graph signal processing (3) neural ordinary differential equation (3) tabular data synthesis (2) transformer architecture (2) graph filter (2) model quantization (2) self-attention mechanism (2) physics-informed neural network (2) singular value decomposition (2) model compression (2) data augmentation (2) synthetic data generation (2) fourier transform (2) knowledge distillation (2) partial differential equation (2)

Papers

Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs AAAI 2026
How Many Experts Are Enough? Towards Optimal Semantic Specialization for Mixture-of-Experts AAAI 2026
Efficiently Parameterized Neural Metriplectic Systems ICLR 2025
MimiQ: Low-Bit Data-Free Quantization of Vision Transformers with Encouraging Inter-Head Attention Similarity AAAI 2025
Neural Functions for Learning Periodic Signal ICLR 2025
PIORF: Physics-Informed Ollivier-Ricci Flow for Long–Range Interactions in Mesh Graph Neural Networks ICLR 2025
Learning Advanced Self-Attention for Linear Transformers in the Singular Value Domain IJCAI 2025
PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images ICLR 2024
Parameterized Physics-informed Neural Networks for Parameterized PDEs ICML 2024
Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations AAAI 2024
Graph Convolutions Enrich the Self-Attention in Transformers! NIPS 2024
SVD-AE: Simple Autoencoders for Collaborative Filtering IJCAI 2024
DataFreeShield: Defending Adversarial Attacks without Training Data ICML 2024
Polynomial-based Self-Attention for Table Representation Learning ICML 2024
PANDA: Expanded Width-Aware Message Passing Beyond Rewiring ICML 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
Learnable Path in Neural Controlled Differential Equations AAAI 2023
STaSy: Score-based Tabular data Synthesis ICLR 2023
GREAD: Graph Neural Reaction-Diffusion Networks ICML 2023
CoDi: Co-evolving Contrastive Diffusion Models for Mixed-type Tabular Synthesis ICML 2023
Hawkes Process Based on Controlled Differential Equations IJCAI 2023
Hypernetwork-based Meta-Learning for Low-Rank Physics-Informed Neural Networks NIPS 2023
Graph Neural Controlled Differential Equations for Traffic Forecasting AAAI 2022
GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks NIPS 2022
LORD: Lower-Dimensional Embedding of Log-Signature in Neural Rough Differential Equations ICLR 2022
It's All in the Teacher: Zero-Shot Quantization Brought Closer to the Teacher CVPR 2022
SHIELD: Defending Textual Neural Networks against Multiple Black-Box Adversarial Attacks with Stochastic Multi-Expert Patcher ACL 2022
Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples NIPS 2021
Invertible Tabular GANs: Killing Two Birds with One Stone for Tabular Data Synthesis NIPS 2021
A Sweet Rabbit Hole by DARCY: Using Honeypots to Detect Universal Trigger’s Adversarial Attacks ACL 2021
A Sweet Rabbit Hole by DARCY: Using Honeypots to Detect Universal Trigger’s Adversarial Attacks IJCNLP 2021
A Novel Method to Solve Neural Knapsack Problems ICML 2021
DPM: A Novel Training Method for Physics-Informed Neural Networks in Extrapolation AAAI 2021
VEST: A System for Vulnerability Exploit Scoring & Timing IJCAI 2019
FakeTables: Using GANs to Generate Functional Dependency Preserving Tables with Bounded Real Data IJCAI 2019
MEGAN: Mixture of Experts of Generative Adversarial Networks for Multimodal Image Generation IJCAI 2018