| 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 | 290 | 2022 |
| 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 | 162 | 2024 |
| 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 | 144 | 2017 |
| 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 | 102 | 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 | 87 | 2014 |
| 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 | 86 | 2021 |
| 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 |
| 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 |
| 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, 6026-6047, 2023 | 68 | 2023 |
| 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 |
| Deep model fusion: A survey W Li, Y Peng, M Zhang, L Ding, H Hu, L Shen arXiv preprint arXiv:2309.15698, 2023 | 61 | 2023 |
| High dimensional Bayesian optimization via supervised dimension reduction M Zhang, H Li, S Su International Joint Conference on Artificial Intelligence, 4292-4298, 2019 | 58 | 2019 |
| 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 | 56 | 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 |
| FedHiSyn: A hierarchical synchronous federated learning framework for resource and data heterogeneity G Li, Y Hu, M Zhang, J Liu, Q Yin, Y Peng, D Dou Proceedings of the 51st International Conference on Parallel Processing, 1-11, 2022 | 43 | 2022 |
| 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 | 41 | 2020 |
| Applying federated learning in software-defined networks: A survey X Ma, L Liao, Z Li, RX Lai, M Zhang Symmetry 14 (2), 195, 2022 | 40 | 2022 |
| 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 | 39 | 2023 |
| Auto-heg: Automated graph neural network on heterophilic graphs X Zheng, M Zhang, C Chen, Q Zhang, C Zhou, S Pan Proceedings of the ACM Web Conference 2023, 611-620, 2023 | 39 | 2023 |
Shirui PanFull Professor, ARC Future Fellow, FQA, Director of TrustAGI Lab, Griffith UniversityVerified email at griffith.edu.au
