| Complex network classification with convolutional neural network R Xin, J Zhang, Y Shao Tsinghua Science and technology 25 (4), 447-457, 2020 | 186 | 2020 |
| Effectively detecting operational anomalies in large-scale IoT data infrastructures by using a GAN-based predictive model P Chen, H Liu, R Xin, T Carval, J Zhao, Y Xia, Z Zhao The Computer Journal 65 (11), 2909-2925, 2022 | 109 | 2022 |
| A general deep learning framework for network reconstruction and dynamics learning Z Zhang, Y Zhao, J Liu, S Wang, R Tao, R Xin, J Zhang Applied Network Science 4, 1-17, 2019 | 63 | 2019 |
| Identifying performance anomalies in fluctuating cloud environments: A robust correlative-GNN-based explainable approach Y Song, R Xin, P Chen, R Zhang, J Chen, Z Zhao Future Generation Computer Systems 145, 77-86, 2023 | 60 | 2023 |
| An interpretable deep-learning architecture of capsule networks for identifying cell-type gene expression programs from single-cell RNA-sequencing data L Wang, R Nie, Z Yu, R Xin, C Zheng, Z Zhang, J Zhang, J Cai Nature Machine Intelligence 2 (11), 693-703, 2020 | 53 | 2020 |
| Causalrca: Causal inference based precise fine-grained root cause localization for microservice applications R Xin, P Chen, Z Zhao Journal of Systems and Software 203, 111724, 2023 | 38 | 2023 |
| Robust and accurate performance anomaly detection and prediction for cloud applications: a novel ensemble learning-based framework R Xin, H Liu, P Chen, Z Zhao Journal of Cloud Computing 12 (1), 7, 2023 | 33 | 2023 |
| Notebook‐as‐a‐VRE (NaaVRE): From private notebooks to a collaborative cloud virtual research environment Z Zhao, S Koulouzis, R Bianchi, S Farshidi, Z Shi, R Xin, Y Wang, N Li, ... Software: Practice and Experience 52 (9), 1947-1966, 2022 | 26 | 2022 |
| Autonomous selection of the fault classification models for diagnosing microservice applications Y Song, R Xin, P Chen, R Zhang, J Chen, Z Zhao Future Generation Computer Systems 153, 326-339, 2024 | 11 | 2024 |
| Multi-objective robust workflow offloading in edge-to-cloud continuum H Liu, R Xin, P Chen, Z Zhao 2022 IEEE 15th International Conference on Cloud Computing (CLOUD), 469-478, 2022 | 6 | 2022 |
| A fine-grained robust performance diagnosis framework for run-time cloud applications R Xin, P Chen, P Grosso, Z Zhao Future Generation Computer Systems 155, 300-311, 2024 | 3 | 2024 |
| ARTICONF decentralized social media platform for democratic crowd journalism I Rito Lima, V Filipe, C Marinho, A Ulisses, A Chakravorty, A Hristov, ... Social Network Analysis and Mining 13 (1), 116, 2023 | 3 | 2023 |
| Robust-PAC time-critical workflow offloading in edge-to-cloud continuum among heterogeneous resources H Liu, R Xin, P Chen, H Gao, P Grosso, Z Zhao Journal of Cloud Computing 12 (1), 58, 2023 | 2 | 2023 |
| A robust and accurate multivariate time series anomaly detection in fluctuating cloud-edge computing systems Y Song, R Xin, R Zhang, J Chen, Z Zhao 2022 IEEE 24th Int Conf on High Performance Computing & Communications; 8th …, 2022 | 2 | 2022 |
| Fired: a fine-grained robust performance diagnosis framework for cloud applications R Xin, H Liu, P Chen, P Grosso, Z Zhao arXiv preprint arXiv:2209.01970, 2022 | 2 | 2022 |
| Ocean Data Quality Assessment through Outlier Detection-enhanced Active Learning N Li, Y Qi, R Xin, Z Zhao 2023 IEEE International Conference on Big Data (BigData), 102-107, 2023 | 1 | 2023 |
| Provenance-enhanced Root Cause Analysis for Jupyter Notebooks R Xin, S Stallinga, H Liu, P Chen, Z Zhao 2022 IEEE/ACM 15th International Conference on Utility and Cloud Computing …, 2022 | 1 | 2022 |
| A Decentralized Service Control Framework for Decentralized Applications in Cloud Environments B Hoogenkamp, S Farshidi, R Xin, Z Shi, P Chen, Z Zhao European Conference on Service-Oriented and Cloud Computing, 65-73, 2022 | 1 | 2022 |
| Trustworthy AI-based Performance Diagnosis Systems for Cloud Applications: A Review R Xin, J Wang, P Chen, Z Zhao ACM Computing Surveys 57 (5), 1-37, 2025 | | 2025 |
| Are GNNs Effective for Multimodal Fault Diagnosis in Microservice Systems? F Gao, R Xin, Y Zhang arXiv preprint arXiv:2501.02766, 2025 | | 2025 |
