| Nodoze: Combatting threat alert fatigue with automated provenance triage WU Hassan, S Guo, D Li, Z Chen, K Jee, Z Li, A Bates network and distributed systems security symposium, 2019 | 495 | 2019 |
| A predictive machine learning approach for microstructure optimization and materials design R Liu, A Kumar, Z Chen, A Agrawal, V Sundararaghavan, A Choudhary Scientific reports 5 (1), 11551, 2015 | 456 | 2015 |
| You are what you do: Hunting stealthy malware via data provenance analysis. Q Wang, WU Hassan, D Li, K Jee, X Yu, K Zou, J Rhee, Z Chen, W Cheng, ... NDSS, 2020 | 327 | 2020 |
| Domain specialization as the key to make large language models disruptive: A comprehensive survey C Ling, X Zhao, J Lu, C Deng, C Zheng, J Wang, T Chowdhury, Y Li, ... arXiv preprint arXiv:2305.18703, 2023 | 260 | 2023 |
| Structural temporal graph neural networks for anomaly detection in dynamic graphs L Cai, Z Chen, C Luo, J Gui, J Ni, D Li, H Chen Proceedings of the 30th ACM International Conference on Information …, 2021 | 198 | 2021 |
| Community-based anomaly detection in evolutionary networks Z Chen, W Hendrix, NF Samatova Journal of Intelligent Information Systems 39 (1), 59-85, 2012 | 155 | 2012 |
| Entity embedding-based anomaly detection for heterogeneous categorical events T Chen, LA Tang, Y Sun, Z Chen, K Zhang Proceedings of the Twenty-Fifth International Joint Conference on Artificial …, 2016 | 137 | 2016 |
| Convolutional transformer based dual discriminator generative adversarial networks for video anomaly detection X Feng, D Song, Y Chen, Z Chen, J Ni, H Chen Proceedings of the 29th ACM international conference on multimedia, 5546-5554, 2021 | 129 | 2021 |
| Data compression for the exascale computing era-survey SW Son, Z Chen, W Hendrix, A Agrawal, W Liao, A Choudhary Supercomputing frontiers and innovations 1 (2), 76-88, 2014 | 121 | 2014 |
| Graph-based fusing of heterogeneous alerts K Yoshihira, LI Zhichun, Z Chen, H Chen, G Jiang, LA Tang US Patent 10,476,749, 2019 | 115 | 2019 |
| Multi-scale one-class recurrent neural networks for discrete event sequence anomaly detection Z Wang, Z Chen, J Ni, H Liu, H Chen, J Tang Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021 | 98 | 2021 |
| Heterogeneous graph matching networks S Wang, Z Chen, X Yu, D Li, J Ni, LA Tang, J Gui, Z Li, H Chen, PS Yu Proceedings of the 28th International Joint Conference on Artificial …, 2019 | 98 | 2019 |
| NUMARCK: machine learning algorithm for resiliency and checkpointing Z Chen, SW Son, W Hendrix, A Agrawal, W Liao, A Choudhary SC'14: Proceedings of the International Conference for High Performance …, 2014 | 83 | 2014 |
| Asymmetrical hierarchical networks with attentive interactions for interpretable review-based recommendation X Dong, J Ni, W Cheng, Z Chen, B Zong, D Song, Y Liu, H Chen, ... Proceedings of the AAAI Conference on Artificial Intelligence 34 (05), 7667-7674, 2020 | 80 | 2020 |
| Ranking causal anomalies via temporal and dynamical analysis on vanishing correlations W Cheng, K Zhang, H Chen, G Jiang, Z Chen, W Wang Proceedings of the 22nd acm sigkdd international conference on knowledge …, 2016 | 80 | 2016 |
| Dynamic gaussian mixture based deep generative model for robust forecasting on sparse multivariate time series Y Wu, J Ni, W Cheng, B Zong, D Song, Z Chen, Y Liu, X Zhang, H Chen, ... Proceedings of the AAAI Conference on Artificial Intelligence 35 (1), 651-659, 2021 | 77 | 2021 |
| A scalable hierarchical clustering algorithm using spark C Jin, R Liu, Z Chen, W Hendrix, A Agrawal, A Choudhary 2015 IEEE First International Conference on Big Data Computing Service and …, 2015 | 75 | 2015 |
| Real-time detection of abnormal network connections in streaming data LA Tang, Z Chen, H Chen, K Yoshihira, G Jiang US Patent 10,333,815, 2019 | 71 | 2019 |
| Detecting and tracking community dynamics in evolutionary networks Z Chen, KA Wilson, Y Jin, W Hendrix, NF Samatova 2010 IEEE International Conference on Data Mining Workshops, 318-327, 2010 | 70 | 2010 |
| Beyond one-model-fits-all: A survey of domain specialization for large language models X ZHAO, J LU, C DENG, C ZHENG, J WANG, T CHOWDHURY, L YUN, ... arXiv preprint arXiv 2305, 2023 | 66 | 2023 |
Haifeng ChenNEC Laboratories America, Inc.Verified email at chacuo.net
