| Towards Deep Attention in Graph Neural Networks: Problems and Remedies SY Lee, F Bu, J Yoo, K Shin ICML 2023 (arXiv 2306.02376), 2023 | 12 | 2023 |
| Double Prioritized State Recycled Experience Replay F Bu, DE Chang ICCE-Asia 2020 (arXiv 2007.03961), 2020 | 8 | 2020 |
| How Transitive Are Real-World Group Interactions? - Measurement and Reproduction S Kim, F Bu, M Choe, J Yoo, K Shin KDD 2023 (arXiv 2306.02358), 2023 | 7* | 2023 |
| Feedback Gradient Descent: Efficient and Stable Optimization with Orthogonality for DNNs F Bu, DE Chang AAAI 2022 (arXiv 2205.08385), 2022 | 7 | 2022 |
| Hypercore Decomposition for Non-Fragile Hyperedges: Concepts, Algorithms, Observations, and Applications F Bu, G Lee, K Shin Data Mining and Knowledge Discovery (2023) 37, 2389–2437 (arXiv 2301.08440), 2023 | 6 | 2023 |
| A Survey on Hypergraph Mining: Patterns, Tools, and Generators G Lee, F Bu, T Eliassi-Rad, K Shin arXiv 2401.08878, 2024 | 4 | 2024 |
| Characterization of Simplicial Complexes by Counting Simplets Beyond Four Nodes H Kim, J Ko, F Bu, K Shin WWW 2023 (arXiv 2302.05505), 2023 | 4 | 2023 |
| HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs S Kim, S Kang, F Bu, SY Lee, J Yoo, K Shin ICLR 2024 (arXiv 2404.00638), 2024 | 2 | 2024 |
| Interplay between Topology and Edge Weights in Real-World Graphs: Concepts, Patterns, and an Algorithm F Bu, S Kang, K Shin Data Mining and Knowledge Discovery (2023) 37, 2139–2191 (arXiv 2305.09083), 2023 | 1 | 2023 |
| Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective SY Lee, S Kim, F Bu, J Yoo, J Tang, K Shin arXiv 2402.04621, 2024 | | 2024 |
| Robust Graph Clustering via Meta Weighting for Noisy Graphs H Jo, F Bu, K Shin CIKM 2023 (arXiv 2311.00322), 2023 | | 2023 |
| On Improving the Cohesiveness of Graphs by Merging Nodes: Formulation, Analysis, and Algorithms F Bu, K Shin KDD 2023 (arXiv 2306.06368), 2023 | | 2023 |
| A Novel Optimization Algorithm with Orthogonality for Deep Neural Networks Inspired by Feedback Integrators F Bu KAIST Master's Thesis, 2021 | | 2021 |
Kijung ShinAssociate Professor, KAISTkaist.ac.kr üzerinde doğrulanmış e-posta adresine sahip
