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Fanchen Bu
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 23
Top Topics
Power Laws
Group Discussion
Mining Patterns
Graph Clustering
Top Venues
CoRR
KDD
Data Min. Knowl. Discov.
ICLR
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Publications
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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)