| Residual Attention U-Net for Automated Multi-Class Segmentation of COVID-19 Chest CT Images X Chen, L Yao, Y Zhang ISMB/ECCB 2021 and WISE 2021, 2020 | 237* | 2020 |
| Momentum Contrastive Learning for Few-Shot COVID-19 Diagnosis from Chest CT Images X Chen, L Yao, T Zhou, J Dong, Y Zhang Pattern Recognition 113, 107826, 2021 | 163 | 2021 |
| Deep neural network hyperparameter optimization with orthogonal array tuning X Zhang, X Chen, L Yao, C Ge, M Dong Neural Information Processing: 26th International Conference, ICONIP 2019 …, 2019 | 100 | 2019 |
| A Survey of Deep Reinforcement Learning in Recommender Systems: A Systematic Review and Future Directions X Chen, L Yao, J McAuley, G Zhou, X Wang Knowledge-based Systems 264, 2023 | 91* | 2023 |
| Adversarial Attacks and Detection on Reinforcement Learning-Based Interactive Recommender Systems Y Cao, X Chen, L Yao, X Wang, WE Zhang Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020 | 43 | 2020 |
| Knowledge-guided Deep Reinforcement Learning for Interactive Recommendation X Chen, C Huang, L Yao, X Wang, W liu, W Zhang 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 35 | 2020 |
| Generative Adversarial U-Net for Domain-free Few-shot Medical Diagnosis X Chen, Y Li, L Yao, E Adeli, Y Zhang Pattern Recognition Letters, 2022 | 34* | 2022 |
| Generative Inverse Deep Reinforcement Learning for Online Recommendation X Chen, L Yao, A Sun, X Wang, X Xu, L Zhu CIKM2021, 2020 | 21 | 2020 |
| Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals X Zhang, X Chen, M Dong, H Liu, C Ge, L Yao International Conference on Neural Information Processing in Australian …, 2019 | 17 | 2019 |
| Locality-Sensitive State-Guided Experience Replay Optimization for Sparse Rewards in Online Recommendation X Chen, L Yao, X Wang, J McAuley In Proceedings of the 45th International ACM SIGIR Conference on Research …, 2022 | 11 | 2022 |
| Causal Decision Transformer for Recommender Systems via Offline Reinforcement Learning S Wang, X Chen, D Jannach, L Yao Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 8 | 2023 |
| Generative adversarial reward learning for generalized behavior tendency inference X Chen, L Yao, X Wang, A Sun, QZ Sheng IEEE Transactions on Knowledge and Data Engineering 35 (10), 9878-9889, 2022 | 8 | 2022 |
| Causal Disentangled Variational Auto-Encoder for Preference Understanding in Recommendation S Wang, X Chen, QZ Sheng, Y Zhang, L Yao Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 4 | 2023 |
| Plug-and-Play Model-Agnostic Counterfactual Policy Synthesis for Deep Reinforcement Learning-Based Recommendation S Wang, X Chen, J McAuley, S Cripps, L Yao IEEE Transactions on Neural Networks and Learning Systems, 2023 | 3* | 2023 |
| Intrinsically motivated reinforcement learning based recommendation with counterfactual data augmentation X Chen, S Wang, L Yao, L Qi, Y Li World Wide Web, 2023 | 3 | 2023 |
| On the Opportunities and Challenges of Offline Reinforcement Learning for Recommender Systems X Chen, S Wang, J McAuley, D Jannach, L Yao arXiv preprint arXiv:2308.11336, 2023 | 2 | 2023 |
| Empowerment-driven policy gradient learning with counterfactual augmentation in recommender systems X Chen, L Yao, X Chang, S Wang 2022 IEEE International Conference on Data Mining (ICDM), 885-890, 2022 | 2 | 2022 |
| Deep multi-view spatio-temporal network for urban crime prediction U Salama, X Chen, L Yao, HY Paik, X Wang Databases Theory and Applications: 32nd Australasian Database Conference …, 2021 | 2 | 2021 |
| Model-agnostic counterfactual synthesis policy for interactive recommendation S Wang, X Chen, L Yao arXiv preprint arXiv:2204.00308, 2022 | 1 | 2022 |
| Expert2Vec: distributed expert representation learning in question answering community X Chen, C Huang, X Zhang, X Wang, W Liu, L Yao Advanced Data Mining and Applications: 15th International Conference, ADMA …, 2019 | 1 | 2019 |
Lina YaoResearch Manager at CSIRO Data61 & Professor at University of New South WalesVerified email at csiro.au
