| Graph neural networks for graphs with heterophily: A survey X Zheng, Y Wang, Y Liu, M Li, M Zhang, D Jin, PS Yu, S Pan arXiv preprint arXiv:2202.07082, 2022 | 266 | 2022 |
| Deadline‐constrained coevolutionary genetic algorithm for scientific workflow scheduling in cloud computing L Liu, M Zhang, R Buyya, Q Fan Concurrency and Computation: Practice and Experience 29 (5), e3942, 2017 | 141 | 2017 |
| A survey on deep neural network pruning: Taxonomy, comparison, analysis, and recommendations H Cheng, M Zhang, JQ Shi IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024 | 122 | 2024 |
| Overcoming multi-model forgetting in one-shot NAS with diversity maximization M Zhang, H Li, S Pan, X Chang, S Su Proceedings of the ieee/cvf conference on computer vision and pattern …, 2020 | 100 | 2020 |
| A survey on workflow management and scheduling in cloud computing L Liu, M Zhang, Y Lin, L Qin 2014 14th IEEE/ACM International Symposium on Cluster, Cloud and Grid …, 2014 | 85 | 2014 |
| Sparseadapter: An easy approach for improving the parameter-efficiency of adapters S He, L Ding, D Dong, M Zhang, D Tao arXiv preprint arXiv:2210.04284, 2022 | 80 | 2022 |
| idarts: Differentiable architecture search with stochastic implicit gradients M Zhang, SW Su, S Pan, X Chang, EM Abbasnejad, R Haffari International Conference on Machine Learning, 12557-12566, 2021 | 80 | 2021 |
| Convolutional neural networks-based lung nodule classification: A surrogate-assisted evolutionary algorithm for hyperparameter optimization M Zhang, H Li, S Pan, J Lyu, S Ling, S Su IEEE Transactions on Evolutionary Computation 25 (5), 869-882, 2021 | 76 | 2021 |
| One-shot neural architecture search: Maximising diversity to overcome catastrophic forgetting M Zhang, H Li, S Pan, X Chang, C Zhou, Z Ge, S Su IEEE Transactions on Pattern Analysis and Machine Intelligence 43 (9), 2921-2935, 2020 | 75 | 2020 |
| Ligusticum chuanxiong exerts neuroprotection by promoting adult neurogenesis and inhibiting inflammation in the hippocampus of ME cerebral ischemia rats M Wang, M Yao, J Liu, N Takagi, B Yang, M Zhang, L Xu, J Ren, X Fan, ... Journal of Ethnopharmacology 249, 112385, 2020 | 65 | 2020 |
| Structure-free graph condensation: From large-scale graphs to condensed graph-free data X Zheng, M Zhang, C Chen, QVH Nguyen, X Zhu, S Pan Advances in Neural Information Processing Systems 36, 2024 | 60 | 2024 |
| High dimensional Bayesian optimization via supervised dimension reduction M Zhang, H Li, S Su International Joint Conference on Artificial Intelligence, 4292-4298, 2019 | 55 | 2019 |
| Deep model fusion: A survey W Li, Y Peng, M Zhang, L Ding, H Hu, L Shen arXiv preprint arXiv:2309.15698, 2023 | 52 | 2023 |
| An adaptive multi-objective evolutionary algorithm for constrained workflow scheduling in clouds M Zhang, H Li, L Liu, R Buyya Distributed and Parallel Databases 36, 339-368, 2018 | 49 | 2018 |
| LightTS: Lightweight time series classification with adaptive ensemble distillation D Campos, M Zhang, B Yang, T Kieu, C Guo, CS Jensen Proceedings of the ACM on Management of Data 1 (2), 1-27, 2023 | 42 | 2023 |
| Differentiable neural architecture search in equivalent space with exploration enhancement M Zhang, H Li, S Pan, X Chang, Z Ge, S Su Advances in Neural Information Processing Systems 33, 13341-13351, 2020 | 42 | 2020 |
| Genetic algorithm based QoS-aware service composition in multi-cloud M Zhang, L Liu, S Liu 2015 IEEE Conference on Collaboration and Internet Computing (CIC), 113-118, 2015 | 37 | 2015 |
| AutoCTS+: Joint neural architecture and hyperparameter search for correlated time series forecasting X Wu, D Zhang, M Zhang, C Guo, B Yang, CS Jensen Proceedings of the ACM on Management of Data 1 (1), 1-26, 2023 | 36 | 2023 |
| Ontology-based service matching in cloud computing L Liu, X Yao, L Qin, M Zhang 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2544-2550, 2014 | 36 | 2014 |
| Towards deepening graph neural networks: A GNTK-based optimization perspective W Huang, Y Li, W Du, J Yin, RY Da Xu, L Chen, M Zhang arXiv preprint arXiv:2103.03113, 2021 | 35 | 2021 |
Shirui PanFull Professor, ARC Future Fellow, FQA, Director of TrustAGI Lab, Griffith UniversityEmail verificata su griffith.edu.au