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Kijung Shin

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 12:57 AM AMS

10

papers

127

total citations

papers (10)

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

VITA: ‘Carefully Chosen and Weighted Less’ Is Better in Medication Recommendation

HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs

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

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

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

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

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

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

NEURIPS 2025arXiv

DiffIM: Differentiable Influence Minimization with Surrogate Modeling and Continuous Relaxation