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Charu C. Aggarwal

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

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Venues

AAAI ×2CIKM ×2ICLR ×2SIGKDD ×2ICML ×1IJCAI ×1NeurIPS ×1SDM ×1WSDM ×1

Frequent coauthors

Yanjie Fu
×2
Dongjie Wang
×2
Yu Wang
×2
Yuying Zhao
×2
Tyler Derr
×2
Jie Ren
×2
Shenglai Zeng
×2
Suhang Wang
×2
Horst Samulowitz
×2
Kunpeng Liu
×1
Xiangliang Zhang
×1
Khalid K. Osman
×1

Papers

  1. AI4DE: The 1st International Workshop on AI for Data Editing
    SIGKDD 2025 ·
    Yanjie Fu
    ,
    Kunpeng Liu
    ,
    Dongjie Wang
    ,
    Xiangliang Zhang
    ,
    Khalid K. Osman
    , Charu Aggarwal,
    Suzanne M. Shontz
    ,
    Huan Liu
    ,
    Jian Pei
  2. Edge Classification on Graphs: New Directions in Topological Imbalance
    WSDM 2025 ·
    Xueqi Cheng
    ,
    Yu Wang
    ,
    Yunchao Liu
    ,
    Yuying Zhao
    , Charu C. Aggarwal,
    Tyler Derr
  3. Fast Outlier Detection in Oblique Subspaces
    CIKM 2025 ·
    Bowen Li
    , Charu C. Aggarwal,
    Peixiang Zhao
  4. Keeping an Eye on LLM Unlearning: The Hidden Risk and Remedy
    NeurIPS 2025 ·
    Jie Ren
    ,
    Zhenwei Dai
    ,
    Xianfeng Tang
    ,
    Yue Xing
    ,
    Shenglai Zeng
    ,
    Jingying Zeng
    ,
    Qiankun Peng
    ,
    Samarth Varshney
    ,
    Suhang Wang
    ,
    Qi He
    , Charu Aggarwal,
    Hui Liu
  5. Precedence-Constrained Winter Value for Effective Graph Data Valuation
    ICLR 2025 ·
    Hongliang Chi
    ,
    Wei Jin
    , Charu C. Aggarwal,
    Yao Ma
  6. Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion
    AAAI 2025 ·
    Sharmishtha Dutta
    ,
    Alex Gittens
    ,
    Mohammed J. Zaki
    , Charu C. Aggarwal
  7. Efficient Contrastive Learning for Fast and Accurate Inference on Graphs
    ICML 2024 ·
    Teng Xiao
    ,
    Huaisheng Zhu
    ,
    Zhiwei Zhang
    ,
    Zhimeng Guo
    , Charu C. Aggarwal,
    Suhang Wang
    ,
    Vasant G. Honavar
  8. Ensembles for Outlier Detection and Evaluation
    CIKM 2024 · Charu C. Aggarwal
  9. Feature-Engineered Random Forests
    SDM 2024 ·
    Saket Sathe
    , Charu Aggarwal,
    Horst Samulowitz
    ,
    Deepak S. Turaga
  10. Instance-Level Metalearning for Outlier Detection
    IJCAI 2024 ·
    Long Vu
    ,
    Peter Kirchner
    , Charu C. Aggarwal,
    Horst Samulowitz
  11. Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness in Online Dating Recommendations Based on User Sexual Orientation
    AAAI 2024 ·
    Yuying Zhao
    ,
    Yu Wang
    ,
    Yi Zhang
    ,
    Pamela J. Wisniewski
    , Charu C. Aggarwal,
    Tyler Derr
  12. Sharpness-Aware Data Poisoning Attack
    ICLR 2024 ·
    Pengfei He
    ,
    Han Xu
    ,
    Jie Ren
    ,
    Yingqian Cui
    ,
    Shenglai Zeng
    ,
    Hui Liu
    , Charu C. Aggarwal,
    Jiliang Tang
  13. Unsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning
    SIGKDD 2024 ·
    Wangyang Ying
    ,
    Dongjie Wang
    ,
    Xuanming Hu
    ,
    Yuanchun Zhou
    , Charu C. Aggarwal,
    Yanjie Fu