Aggarwal, Charu C.

16 publications

NeurIPS 2025 Keeping an Eye on LLM Unlearning: The Hidden Risk and Remedy Jie Ren, Zhenwei Dai, Xianfeng Tang, Yue Xing, Shenglai Zeng, Hui Liu, Jingying Zeng, Qiankun Peng, Samarth Varshney, Suhang Wang, Qi He, Charu C. Aggarwal, Hui Liu

TMLR 2025 Language Models Are Good Tabular Learners Zhenhan Huang, Kavitha Srinivas, Horst Samulowitz, Niharika S. D'Souza, Charu C. Aggarwal, Pin-Yu Chen, Jianxi Gao

ICLR 2025 Precedence-Constrained Winter Value for Effective Graph Data Valuation Hongliang Chi, Wei Jin, Charu C. Aggarwal, Yao Ma

AAAI 2025 Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion Sharmishtha Dutta, Alex Gittens, Mohammed J. Zaki, Charu C. Aggarwal

ICML 2024 Efficient Contrastive Learning for Fast and Accurate Inference on Graphs Teng Xiao, Huaisheng Zhu, Zhiwei Zhang, Zhimeng Guo, Charu C. Aggarwal, Suhang Wang, Vasant G Honavar

IJCAI 2024 Instance-Level Metalearning for Outlier Detection Long Vu, Peter Kirchner, Charu C. Aggarwal, Horst Samulowitz

AAAI 2024 Leveraging Opposite Gender Interaction Ratio as a Path Towards Fairness in Online Dating Recommendations Based on User Sexual Orientation Yuying Zhao, Yu Wang, Yi Zhang, Pamela J. Wisniewski, Charu C. Aggarwal, Tyler Derr

ICLR 2024 Sharpness-Aware Data Poisoning Attack Pengfei He, Han Xu, Jie Ren, Yingqian Cui, Shenglai Zeng, Hui Liu, Charu C. Aggarwal, Jiliang Tang

AAAI 2020 Joint Modeling of Local and Global Temporal Dynamics for Multivariate Time Series Forecasting with Missing Values Xianfeng Tang, Huaxiu Yao, Yiwei Sun, Charu C. Aggarwal, Prasenjit Mitra, Suhang Wang

ECML-PKDD 2018 Temporally Evolving Community Detection and Prediction in Content-Centric Networks Ana Paula Appel, Renato Luiz de Freitas Cunha, Charu C. Aggarwal, Marcela Megumi Terakado

IJCAI 2017 Link Prediction with Spatial and Temporal Consistency in Dynamic Networks Wenchao Yu, Wei Cheng, Charu C. Aggarwal, Haifeng Chen, Wei Wang

ECML-PKDD 2016 Trust Hole Identification in Signed Networks Jiawei Zhang, Qianyi Zhan, Lifang He, Charu C. Aggarwal, Philip S. Yu

ECML-PKDD 2014 Scalable Information Flow Mining in Networks Karthik Subbian, Chidananda Sridhar, Charu C. Aggarwal, Jaideep Srivastava

AISTATS 2013 Unsupervised Link Selection in Networks Quanquan Gu, Charu C. Aggarwal, Jiawei Han

CVPR 2011 Towards Cross-Category Knowledge Propagation for Learning Visual Concepts Guo-Jun Qi, Charu C. Aggarwal, Yong Rui, Qi Tian, Shiyu Chang, Thomas S. Huang

MLJ 2006 XRules: An Effective Algorithm for Structural Classification of XML Data Mohammed Javeed Zaki, Charu C. Aggarwal