Kijung Shin

8

Papers

1

Total Citations

Papers (8)

RDB2G-Bench: A Comprehensive Benchmark for Automatic Graph Modeling of Relational Databases

NeurIPS 2025arXiv

TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents

DiffIM: Differentiable Influence Minimization with Surrogate Modeling and Continuous Relaxation

Spear and Shield: Adversarial Attacks and Defense Methods for Model-Based Link Prediction on Continuous-Time Dynamic Graphs

FlowerFormer: Empowering Neural Architecture Encoding using a Flow-aware Graph Transformer

Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More

Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective

Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs