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Kijung Shin

23 papers · 2017–2026 · 9 conferences · across top CS/AI conferences

Achievements

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+9 more ↓ 🐝 Cross-Pollinator (13) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (8) 🌈 Renaissance Researcher (8)
🌍 Conference Polyglot (8) πŸƒ Academic Marathon (8) πŸ† Grand Slam πŸ‘‘ Triple Crown πŸ—ƒοΈ Keyword Collector (91) ⚑ Prolific Year (8) πŸ’Ž Century Club (21) πŸ”₯ Unstoppable (6) πŸ“ˆ Trend Setter

Conferences

AAAI (10) ICML (5) IJCAI (2) ACL (1) CVPR (1) EMNLP (1) ICLR (1) NIPS (1) WACV (1)

Research topics

Papers

Feature-Centric Unsupervised Node Representation Learning Without Homophily Assumption AAAI 2026 Pre-Deployment Advertisement Ranking under Data Scarcity via Context-Aware Criteria Generation with VLMs ACL 2026 β€˜Hello, World!’: Making GNNs Talk with LLMs EMNLP 2025 TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents AAAI 2025 DiffIM: Differentiable Influence Minimization with Surrogate Modeling and Continuous Relaxation AAAI 2025 Mitigating Over-Squashing in Graph Neural Networks by Spectrum-Preserving Sparsification ICML 2025 VITA: β€˜Carefully Chosen and Weighted Less’ Is Better in Medication Recommendation AAAI 2024 Spear and Shield: Adversarial Attacks and Defense Methods for Model-Based Link Prediction on Continuous-Time Dynamic Graphs AAAI 2024 FlowerFormer: Empowering Neural Architecture Encoding using a Flow-aware Graph Transformer CVPR 2024 Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy NIPS 2024 HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs ICLR 2024 Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More ICML 2024 Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective ICML 2024 Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs ICML 2024 I’m Me, We’re Us, and I’m Us: Tri-directional Contrastive Learning on Hypergraphs AAAI 2023 Robust and Efficient Alignment of Calcium Imaging Data Through Simultaneous Low Rank and Sparse Decomposition WACV 2023 Towards Deep Attention in Graph Neural Networks: Problems and Remedies ICML 2023 HashNWalk: Hash and Random Walk Based Anomaly Detection in Hyperedge Streams IJCAI 2022 Meta-Learning for Online Update of Recommender Systems AAAI 2022 PREMERE: Meta-Reweighting via Self-Ensembling for Point-of-Interest Recommendation AAAI 2021 Midas: Microcluster-Based Detector of Anomalies in Edge Streams AAAI 2020 TellTail: Fast Scoring and Detection of Dense Subgraphs AAAI 2020 Why You Should Charge Your Friends for Borrowing Your Stuff IJCAI 2017