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C

Charų C. Aggarwal

ibm t. j. watson research center

107H-index
761Paper Count
5.2WCitation Count
Published Papers 56
Publication Date
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A Comprehensive Survey on Data Augmentation
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2025-10-16
err0
PREAI
errZaitian Wang; Pengfei Wang; Kunpeng Liu; Pengyang Wang; Yanjie Fu; Chang-Tien Lu; Charu C. Aggarwal; Jian Pei; Yuanchun Zhou
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errSave
Deep Graph Anomaly Detection: A Survey and New Perspectives
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2025-09-01
err0
errOAAI
errHezhe Qiao; Hanghang Tong; Bo An; Irwin King; Charu Aggarwal; Guansong Pang
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errSave
DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2025-08-01
err0
errOAAI
errZahra Zamanzadeh Darban; Yiyuan Yang; Geoffrey I. Webb; Charu C. Aggarwal; Qingsong Wen; Shirui Pan; Mahsa Salehi
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errSave
Counterfactual Learning on Graphs: A Survey
errMACHINE INTELLIGENCE RESEARCH
IF8.7
err2025-01-24
err0
errOAAI
errGuo, Zhimeng; Wu, Zongyu; Xiao, Teng; Aggarwal, Charu; Liu, Hui; Wang, Suhang
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State of the Art and Potentialities of Graph-level Learning
errACM COMPUTING SURVEYS
IF28
err2024-10-10
err0
errOAAI
errYang, Zhenyu; Zhang, Ge; Wu, Jia; Yang, Jian; Sheng, Quan z.; Xue, Shan; Zhou, Chuan; Aggarwal, Charu; Peng, Hao; Hu, Wenbin; Hancock, Edwin; Lio, Pietro
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errSave
Deep Learning for Time Series Anomaly Detection: A Survey
errACM COMPUTING SURVEYS
IF28
err2024-10-07
err1
errOAAI
errDarban, Zahra zamanzadeh; Webb, Geoffrey i.; Pan, Shirui; Aggarwal, Charu; Salehi, Mahsa
errShare
errSave
Physics-Informed Explainable Continual Learning on Graphs
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-09-01
err0
PREAI
errPeng, Ciyuan; Tang, Tao; Yin, Qiuyang; Bai, Xiaomei; Lim, Suryani; Aggarwal, Charu C.
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errSave
Z-Laplacian Matrix Factorization: Network Embedding With Interpretable Graph Signals
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-08-01
err0
PREAI
errWan, Liangtian; Fu, Zhengqiang; Ling, Yi; Sun, Yuchen; Li, Xiaona; Sun, Lu; Xia, Feng; Yan, Xiaoran; Aggarwal, Charu C.
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errSave
Attributed Graph Force Learning
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-04-01
err2
PREAI
errSun, Ke; Xia, Feng; Liu, Jiaying; Xu, Bo; Saikrishna, Vidya; Aggarwal, Charu C. C.
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errSave
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks
errACM COMPUTING SURVEYS
IF28
err2023-12-08
err4
errOAAI
errChen, Zhiqian; Chen, Fanglan; Zhang, Lei; Ji, Taoran; Fu, Kaiqun; Zhao, Liang; Chen, Feng; Wu, Lingfei; Aggarwal, Charu; Lu, Chang-Tien
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errSave
Guest Editorial Introduction to the Special Issue on Anomaly Detection in Emerging Data-Driven Applications: Theory, Algorithms, and Applications
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2023-12-01
err0
errOAAI
errLi, Jianxin; He, Lifang; Peng, Hao; Cui, Peng; Aggarwal, Charu C.; Yu, Philip S.
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errSave
Biomarker-directed, pembrolizumab-based combination therapy in non-small cell lung cancer: phase 2 KEYNOTE-495/KeyImPaCT trial interim results
errNATURE MEDICINE
IF50
err2023-07-10
err14
PREAI
errGutierrez, Martin; Lam, Wei-Sen; Hellmann, Matthew D.; Gubens, Matthew A.; Aggarwal, Charu; Tan, Daniel Shao Weng; Felip, Enriqueta; Chiu, Joanne W. Y.; Lee, Jong-Seok; Yang, James Chih-Hsin; Garon, Edward B.; Finocchiaro, Giovanna; Ahn, Myung-Ju; Luft, Alexander; Landers, Gregory A.; Basso, Andrea; Ma, Hua; Kobie, Julie; Palcza, John; Cristescu, Razvan; Fong, Lawrence; Snyder, Alexandra; Yuan, Jianda; Herbst, Roy S.
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errSave
Deep Anomaly Analytics: Advancing the Frontier of Anomaly Detection
errIEEE INTELLIGENT SYSTEMS
IF6.1
err2023-03-01
err0
errOAAI
errXia, Feng; Akoglu, Leman; Aggarwal, Charu; Liu, Huan
errShare
errSave
Graph Learning for Anomaly Analytics: Algorithms, Applications, and Challenges
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2023-02-16
err12
errOAAI
errRen, Jing; Xia, Feng; Lee, Ivan; Hoshyar, Azadeh Noori; Aggarwal, Charu
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errSave
Deep Learning for Anomaly Detection
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2022-06-01
err8
errOAAI
errPang, Guansong; Aggarwal, Charu; Shen, Chunhua; Sebe, Nicu
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errSave
Self-supervised Short-text Modeling through Auxiliary Context Generation
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2022-04-12
err5
errOAAI
errChoudhary, Nurendra; Aggarwal, Charu C.; Subbian, Karthik; Reddy, Chandan K.
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errSave
Automated Feature Selection: A Reinforcement Learning Perspective
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2022-01-01
err26
PREAI
errLiu, Kunpeng; Fu, Yanjie; Wu, Le; Li, Xiaolin; Aggarwal, Charu; Xiong, Hui
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errSave
Communication from the Editor-in-Chief: State of the ACM Transactions on Knowledge Discovery from Data
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2021-07-21
err1
errOAAI
errAggarwal, Charu C.
errShare
errSave
Spatiotemporal Representation Learning for Driving Behavior Analysis: A Joint Perspective of Peer and Temporal Dependencies
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2019-01-01
err12
errOAAI
errWang, Pengyang; Li, Xiaolin; Zheng, Yu; Aggarwal, Charu; Fu, Yanjie
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errSave
Random-Forest-Inspired Neural Networks
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2018-10-29
err23
errOAAI
errWang, Suhang; Aggarwal, Charu; Liu, Huan
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
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Philip S. Yu
H-index: 166 · Papers: 2.7K
J
Jiawei Han
H-index: 147 · Papers: 1.3K
T
Thomas S. Huang
H-index: 144 · Papers: 1.4K
R
Roy S. Herbst
H-index: 134 · Papers: 1.3K
E
Enriqueta Felip
H-index: 129 · Papers: 1.5K
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