Zhengzhang Chen

Most-cited papers

NoDoze: Combatting Threat Alert Fatigue with Automated Provenance Triage
Wajih Ul Hassan, Shengjian Guo, Ding Li, Zhengzhang Chen +3 more
2019Network and Distributed System Security Symposium487 citations Open access
Semantic Scholar
You Are What You Do: Hunting Stealthy Malware via Data Provenance Analysis
Qi Wang, Wajih Ul Hassan, Ding Li, Kangkook Jee +7 more
2020Network and Distributed System Security Symposium332 citations Open access
Semantic Scholar
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey
Chen Ling, Xu-Jiang Zhao, Jiaying Lu, Chengyuan Deng +20 more
2023ACM Computing Surveys316 citations Open access
Semantic Scholar
A predictive machine learning approach for microstructure optimization and materials design
Ruo-Qian Liu, Abhishek Kumar, Zhengzhang Chen, Ankit Agrawal +2 more
2015Scientific Reports253 citations Open access
Semantic Scholar
Structural Temporal Graph Neural Networks for Anomaly Detection in Dynamic Graphs
Lei Cai, Zhengzhang Chen, Chen Luo, Jiaping Gui +3 more
2020International Conference on Information and Knowledge Management201 citations
Semantic Scholar
Community-based anomaly detection in evolutionary networks
Zhengzhang Chen, W. Hendrix, N. Samatova
2012Journal of Intelligence and Information Systems121 citations
Semantic Scholar
Convolutional Transformer based Dual Discriminator Generative Adversarial Networks for Video Anomaly Detection
Xinyang Feng, Dong-Jin Song, Yuncong Chen, Zhengzhang Chen +2 more
2021ACM Multimedia107 citations Open access
Semantic Scholar
Data Compression for the Exascale Computing Era - Survey
S. Son, Zhengzhang Chen, W. Hendrix, Ankit Agrawal +2 more
2014Supercomputing Frontiers and Innovations107 citations Open access
Semantic Scholar
MULAN: Multi-modal Causal Structure Learning and Root Cause Analysis for Microservice Systems
Lecheng Zheng, Zhengzhang Chen, Jingrui He, Haifeng Chen
2024The Web Conference91 citations
Semantic Scholar
Entity Embedding-Based Anomaly Detection for Heterogeneous Categorical Events
Ting Chen, Lu-An Tang, Yizhou Sun, Zhengzhang Chen +1 more
2016International Joint Conference on Artificial Intelligence91 citations
Semantic Scholar
Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series
Yinjun Wu, Jingchao Ni, Wei Cheng, Bo Zong +6 more
2021AAAI Conference on Artificial Intelligence84 citations Open access
Semantic Scholar
Multi-Scale One-Class Recurrent Neural Networks for Discrete Event Sequence Anomaly Detection
Z. Wang, Zhengzhang Chen, Jingchao Ni, Hui Liu +2 more
2020Knowledge Discovery and Data Mining79 citations Open access
Semantic Scholar
Heterogeneous Graph Matching Networks for Unknown Malware Detection
Shen Wang, Zhengzhang Chen, Xiao Yu, Ding Li +6 more
2019International Joint Conference on Artificial Intelligence78 citations Open access
Semantic Scholar
MixLLM: Dynamic Routing in Mixed Large Language Models
Xinyuan Wang, Yan-Chi Liu, Wei Cheng, Xu-Jiang Zhao +4 more
2025North American Chapter of the Association for Computational Linguistics77 citations
Semantic Scholar
Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation
Xin Dong, Jingchao Ni, Wei Cheng, Zhengzhang Chen +5 more
2019AAAI Conference on Artificial Intelligence69 citations Open access
Semantic Scholar
Electron Jet Detected by MMS at Dipolarization Front
C.-M. Liu, Hui-Min Fu, A. Vaivads, Y. Khotyaintsev +14 more
201859 citations
Semantic Scholar
Ranking Causal Anomalies via Temporal and Dynamical Analysis on Vanishing Correlations
Wei Cheng, Kai Zhang, Hai-Feng Chen, Guo-Fei Jiang +2 more
2016Knowledge Discovery and Data Mining59 citations Open access
Semantic Scholar
NUMARCK: Machine Learning Algorithm for Resiliency and Checkpointing
Zhengzhang Chen, S. Son, W. Hendrix, Ankit Agrawal +2 more
2014International Conference for High Performance Computing, Networking, Storage and Analysis57 citations
Semantic Scholar
Interdependent Causal Networks for Root Cause Localization
Dong-Jie Wang, Zhengzhang Chen, Jingchao Ni, Liang Tong +3 more
2023Knowledge Discovery and Data Mining55 citations Open access
Semantic Scholar
Beyond One-Model-Fits-All: A Survey of Domain Specialization for Large Language Models
Chen Ling, Xu-Jiang Zhao, Jiaying Lu, Chengyuan Deng +17 more
2023arXiv.org53 citations Open access
Semantic Scholar
A Scalable Hierarchical Clustering Algorithm Using Spark
Chen Jin, Ruo-Qian Liu, Zhengzhang Chen, W. Hendrix +2 more
20152015 IEEE First International Conference on Big Data Computing Service and Applications53 citations
Semantic Scholar
Incremental Causal Graph Learning for Online Root Cause Analysis
Dong-Jie Wang, Zhengzhang Chen, Yanjie Fu, Yanchi Liu +1 more
2023Knowledge Discovery and Data Mining50 citations Open access
Semantic Scholar
This is Why We Can’t Cache Nice Things: Lightning-Fast Threat Hunting using Suspicion-Based Hierarchical Storage
Wajih Ul Hassan, Ding Li, Kangkook Jee, Xiao Yu +7 more
2020Asia-Pacific Computer Systems Architecture Conference47 citations
Semantic Scholar
From Categorical to Numerical: Multiple Transitive Distance Learning and Embedding
Kai Zhang, Qiao-Jun Wang, Zhengzhang Chen, I. Marsic +3 more
2015SDM46 citations
Semantic Scholar
Hierarchical Graph Neural Networks for Causal Discovery and Root Cause Localization
Dongjie Wang, Zhengzhang Chen, Jingchao Ni, Liang Tong +3 more
2023arXiv.org43 citations Open access
Semantic Scholar
Towards Learning Disentangled Representations for Time Series
Yuening Li, Zhengzhang Chen, D. Zha, Meng-Nan Du +4 more
2022Knowledge Discovery and Data Mining42 citations
Semantic Scholar
In Situ Observation of Magnetic Reconnection Between an Earthward Propagating Flux Rope and the Geomagnetic Field
H. Man, Meng Zhou, Xin-Fa Deng, H. Fu +9 more
2018Geophysical Research Letters41 citations Open access
Semantic Scholar
Microstructure, magnetic and transport properties of a Mn2CoAl Heusler compound
Xian-Dong Xu, Zhengzhang Chen, Y. Sakuraba, A. Perumal +9 more
2019Acta Materialia39 citations Open access
Semantic Scholar
Efficient Discovery of Abnormal Event Sequences in Enterprise Security Systems
Boxiang Dong, Zhengzhang Chen, H. Wang, Lu-An Tang +4 more
2017International Conference on Information and Knowledge Management38 citations
Semantic Scholar
MuSES: Multilingual Sentiment Elicitation System for Social Media Data
Yu-Sheng Xie, Zhengzhang Chen, Kunpeng Zhang, Yu Cheng +3 more
2014IEEE Intelligent Systems38 citations
Semantic Scholar
Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification
Shen Wang, Zhengzhang Chen, Ding Li, Zhi-Chun Li +5 more
2018SDM34 citations Open access
Semantic Scholar
JobMiner: a real-time system for mining job-related patterns from social media
Yu Cheng, Yu-Sheng Xie, Zhengzhang Chen, Ankit Agrawal +2 more
2013Knowledge Discovery and Data Mining34 citations
Semantic Scholar
Feedback-driven multiclass active learning for data streams
Yu Cheng, Zhengzhang Chen, Lu Liu, Jiang Wang +2 more
2013International Conference on Information and Knowledge Management34 citations
Semantic Scholar
AutoOD: Neural Architecture Search for Outlier Detection
Yuening Li, Zhengzhang Chen, D. Zha, Kaixiong Zhou +3 more
2021IEEE International Conference on Data Engineering31 citations
Semantic Scholar
Adversarial Defense Framework for Graph Neural Network
Shen Wang, Zhengzhang Chen, Jingchao Ni, Xiao Yu +3 more
2019arXiv.org31 citations
Semantic Scholar
Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation
Min-hua Lin, Zhengzhang Chen, Yan-Chi Liu, Xu-Jiang Zhao +5 more
2024Conference of the European Chapter of the Association for Computational Linguistics29 citations
Semantic Scholar
Automated Anomaly Detection via Curiosity-Guided Search and Self-Imitation Learning
Yue-Ning Li, Zhengzhang Chen, D. Zha, Kaixiong Zhou +3 more
2021IEEE Transactions on Neural Networks and Learning Systems28 citations
Semantic Scholar
FACESEC: A Fine-grained Robustness Evaluation Framework for Face Recognition Systems
Liang Tong, Zhengzhang Chen, Jingchao Ni, Wei Cheng +3 more
2021Computer Vision and Pattern Recognition27 citations
Semantic Scholar
Solving the maximum duo-preservation string mapping problem with linear programming
Wenbin Chen, Zhengzhang Chen, N. Samatova, Ling-Xi Peng +2 more
2014Theoretical Computer Science24 citations Open access
Semantic Scholar
Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion
Binchi Zhang, Zai-Yi Zheng, Zhengzhang Chen, Jun-Dong Li
2025International Conference on Machine Learning23 citations
Semantic Scholar
Collaborative Alerts Ranking for Anomaly Detection
Ying Lin, Zhengzhang Chen, Cheng Cao, Lu-An Tang +4 more
2016arXiv.org22 citations
Semantic Scholar
Behavior-based Community Detection: Application to Host Assessment In Enterprise Information Networks
Cheng Cao, Zhengzhang Chen, James Caverlee, Lu-An Tang +2 more
2018International Conference on Information and Knowledge Management21 citations
Semantic Scholar
Exploring Multi-Modal Data with Tool-Augmented LLM Agents for Precise Causal Discovery
Chengao Shen, Zhengzhang Chen, Dong-Sheng Luo, Dongkuan Xu +2 more
2024Annual Meeting of the Association for Computational Linguistics19 citations Open access
Semantic Scholar
GLAD: Content-Aware Dynamic Graphs For Log Anomaly Detection
Yufei Li, Yan-Chi Liu, Hao-Yu Wang, Zhengzhang Chen +5 more
20232023 IEEE International Conference on Knowledge Graph (ICKG)19 citations Open access
Semantic Scholar
AutoOD: Automated Outlier Detection via Curiosity-guided Search and Self-imitation Learning
Yuening Li, Zhengzhang Chen, D. Zha, Kaixiong Zhou +3 more
2020arXiv.org19 citations
Semantic Scholar
Incremental, distributed single-linkage hierarchical clustering algorithm using mapreduce
Chen Jin, Zhengzhang Chen, W. Hendrix, Ankit Agrawal +1 more
2015Spring Simulation Multiconference19 citations
Semantic Scholar
APTrace: A Responsive System for Agile Enterprise Level Causality Analysis
Jiaping Gui, Ding Li, Zhengzhang Chen, J. Rhee +5 more
2020IEEE International Conference on Data Engineering18 citations
Semantic Scholar
LEMMA-RCA: A Large Multi-modal Multi-domain Dataset for Root Cause Analysis
Lecheng Zheng, Zhengzhang Chen, Dongjie Wang, Chengyuan Deng +2 more
2024arXiv.org17 citations
Semantic Scholar
TINET: Learning Invariant Networks via Knowledge Transfer
Chen Luo, Zhengzhang Chen, Lu-An Tang, Anshumali Shrivastava +3 more
2018Knowledge Discovery and Data Mining17 citations Open access
Semantic Scholar
Superclass-Conditional Gaussian Mixture Model For Learning Fine-Grained Embeddings
Jingchao Ni, Wei Cheng, Zhengzhang Chen, T. Asakura +3 more
2022International Conference on Learning Representations16 citations
Semantic Scholar