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Fanchen Bu

11 papers at tracked venues · 8 at CORE A* · active 2024–2025

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Venues

ICDM ×3ICML ×3SIGKDD ×2AAAI ×1ICLR ×1NeurIPS ×1

Frequent coauthors

Kijung Shin
×11
Soo Yong Lee
×5
Sunwoo Kim
×3
Jaemin Yoo
×3
Hyunjin Hwang
×2
Hyeonsoo Jo
×2
Sungsoo Ahn
×2
Shinhwan Kang
×2
Junghun Lee
×1
Hyunju Kim
×1
Jihoon Ko
×1
Ruochen Yang
×1

Papers

  1. DiffIM: Differentiable Influence Minimization with Surrogate Modeling and Continuous Relaxation
    AAAI 2025 ·
    Junghun Lee
    ,
    Hyunju Kim
    , Fanchen Bu,
    Jihoon Ko
    ,
    Kijung Shin
  2. Edge Probability Graph Models Beyond Edge Independency: Concepts, Analyses, and Algorithms
    ICDM 2025 · Fanchen Bu,
    Ruochen Yang
    ,
    Paul Bogdan
    ,
    Kijung Shin
  3. HyperSearch: Prediction of New Hyperedges Through Unconstrained yet Efficient Search
    ICDM 2025 ·
    Hyunjin Choo
    , Fanchen Bu,
    Hyunjin Hwang
    ,
    Young-Gyu Yoon
    ,
    Kijung Shin
  4. Identifying Group Anchors in Real-World Group Interactions Under Label Scarcity
    ICDM 2025 · Fanchen Bu,
    Geon Lee
    ,
    Kijung Shin
    ,
    Minyoung Choe
  5. Mitigating Over-Squashing in Graph Neural Networks by Spectrum-Preserving Sparsification
    ICML 2025 ·
    Langzhang Liang
    , Fanchen Bu,
    Zixing Song
    ,
    Zenglin Xu
    ,
    Shirui Pan
    ,
    Kijung Shin
  6. On Measuring Unnoticeability of Graph Adversarial Attacks: Observations, New Measure, and Applications
    SIGKDD 2025 ·
    Hyeonsoo Jo
    ,
    Hyunjin Hwang
    , Fanchen Bu,
    Soo Yong Lee
    ,
    Chanyoung Park
    ,
    Kijung Shin
  7. RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
    SIGKDD 2025 ·
    Federico Berto
    ,
    Chuanbo Hua
    ,
    Junyoung Park
    ,
    Laurin Luttmann
    ,
    Yining Ma
    , Fanchen Bu,
    Jiarui Wang
    ,
    Haoran Ye
    ,
    Minsu Kim
    ,
    Sanghyeok Choi
    ,
    Nayeli Gast Zepeda
    ,
    André Hottung
    ,
    Jianan Zhou
    ,
    Jieyi Bi
    ,
    Yu Hu
    ,
    Fei Liu
    ,
    Hyeonah Kim
    ,
    Jiwoo Son
    ,
    Haeyeon Kim
    ,
    Davide Angioni
    ,
    Wouter Kool
    ,
    Zhiguang Cao
    ,
    Qingfu Zhang
    ,
    Joungho Kim
    ,
    Jie Zhang
    ,
    Kijung Shin
    ,
    Cathy Wu
    ,
    Sungsoo Ahn
    ,
    Guojie Song
    ,
    Changhyun Kwon
    ,
    Kevin Tierney
    ,
    Lin Xie
    ,
    Jinkyoo Park
  8. Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective
    ICML 2024 ·
    Soo Yong Lee
    ,
    Sunwoo Kim
    , Fanchen Bu,
    Jaemin Yoo
    ,
    Jiliang Tang
    ,
    Kijung Shin
  9. HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs
    ICLR 2024 ·
    Sunwoo Kim
    ,
    Shinhwan Kang
    , Fanchen Bu,
    Soo Yong Lee
    ,
    Jaemin Yoo
    ,
    Kijung Shin
  10. Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy
    NeurIPS 2024 ·
    Sunwoo Kim
    ,
    Soo Yong Lee
    , Fanchen Bu,
    Shinhwan Kang
    ,
    Kyungho Kim
    ,
    Jaemin Yoo
    ,
    Kijung Shin
  11. Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More
    ICML 2024 · Fanchen Bu,
    Hyeonsoo Jo
    ,
    Soo Yong Lee
    ,
    Sungsoo Ahn
    ,
    Kijung Shin