Fanchen Bu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 23

Top Topics

Group Discussion

Mining Patterns

Graph Clustering

Top Venues

Data Min. Knowl. Discov.

Publications

Fanchen Bu, Ruochen Yang, Paul Bogdan, Kijung Shin
Exploring Edge Probability Graph Models Beyond Edge Independency: Concepts, Analyses, and Algorithms. CoRR (2024)
Sunwoo Kim, Shinhwan Kang, Fanchen Bu, Soo Yong Lee, Jaemin Yoo, Kijung Shin
HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs. CoRR (2024)
Geon Lee, Fanchen Bu, Tina Eliassi-Rad, Kijung Shin
A Survey on Hypergraph Mining: Patterns, Tools, and Generators. CoRR (2024)
Fanchen Bu, Hyeonsoo Jo, Soo Yong Lee, Sungsoo Ahn, Kijung Shin
Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More. CoRR (2024)
Sunwoo Kim, Shinhwan Kang, Fanchen Bu, Soo Yong Lee, Jaemin Yoo, Kijung Shin
HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs. ICLR (2024)
Soo Yong Lee, Sunwoo Kim, Fanchen Bu, Jaemin Yoo, Jiliang Tang, Kijung Shin
Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective. CoRR (2024)
Fanchen Bu, Kijung Shin
On Improving the Cohesiveness of Graphs by Merging Nodes: Formulation, Analysis, and Algorithms. CoRR (2023)
Fanchen Bu, Geon Lee, Kijung Shin
Hypercore decomposition for non-fragile hyperedges: concepts, algorithms, observations, and applications. Data Min. Knowl. Discov. 37 (6) (2023)
Sunwoo Kim, Fanchen Bu, Minyoung Choe, Jaemin Yoo, Kijung Shin
How Transitive Are Real-World Group Interactions? - Measurement and Reproduction. KDD (2023)
Hyeonsoo Jo, Fanchen Bu, Kijung Shin
Robust Graph Clustering via Meta Weighting for Noisy Graphs. CIKM (2023)
Hyunju Kim, Jihoon Ko, Fanchen Bu, Kijung Shin
Characterization of Simplicial Complexes by Counting Simplets Beyond Four Nodes. CoRR (2023)
Fanchen Bu, Shinhwan Kang, Kijung Shin
Interplay between topology and edge weights in real-world graphs: concepts, patterns, and an algorithm. Data Min. Knowl. Discov. 37 (6) (2023)
Soo Yong Lee, Fanchen Bu, Jaemin Yoo, Kijung Shin
Towards Deep Attention in Graph Neural Networks: Problems and Remedies. CoRR (2023)
Hyeonsoo Jo, Fanchen Bu, Kijung Shin
Robust Graph Clustering via Meta Weighting for Noisy Graphs. CoRR (2023)
Fanchen Bu, Kijung Shin
On Improving the Cohesiveness of Graphs by Merging Nodes: Formulation, Analysis, and Algorithms. KDD (2023)
Soo Yong Lee, Fanchen Bu, Jaemin Yoo, Kijung Shin
Towards Deep Attention in Graph Neural Networks: Problems and Remedies. ICML (2023)
Fanchen Bu, Shinhwan Kang, Kijung Shin
Interplay between Topology and Edge Weights in Real-World Graphs: Concepts, Patterns, and an Algorithm. CoRR (2023)
Sunwoo Kim, Fanchen Bu, Minyoung Choe, Jaemin Yoo, Kijung Shin
How Transitive Are Real-World Group Interactions? - Measurement and Reproduction. CoRR (2023)
Fanchen Bu, Geon Lee, Kijung Shin
Hypercore Decomposition for Non-Fragile Hyperedges: Concepts, Algorithms, Observations, and Applications. CoRR (2023)
Hyunju Kim, Jihoon Ko, Fanchen Bu, Kijung Shin
Characterization of Simplicial Complexes by Counting Simplets Beyond Four Nodes. WWW (2023)
Fanchen Bu, Dong Eui Chang
Feedback Gradient Descent: Efficient and Stable Optimization with Orthogonality for DNNs. AAAI (2022)
Fanchen Bu, Dong Eui Chang
Feedback Gradient Descent: Efficient and Stable Optimization with Orthogonality for DNNs. CoRR (2022)
Fanchen Bu, Dong Eui Chang
Double Prioritized State Recycled Experience Replay. CoRR (2020)