Drug target protein-protein interaction networks: a systematic perspective Y Feng, Q Wang, T Wang BioMed research international 2017, 2017 | 103 | 2017 |
CSAN: A neural network benchmark model for crime forecasting in spatio-temporal scale Q Wang, G Jin, X Zhao, Y Feng, J Huang Knowledge-Based Systems 189, 105120, 2020 | 51 | 2020 |
Doubly stochastic variational inference for neural processes with hierarchical latent variables Q Wang, H Van Hoof International Conference on Machine Learning (ICML2020), 10018-10028, 2020 | 33 | 2020 |
Model-based meta reinforcement learning using graph structured surrogate models and amortized policy search Q Wang, H Van Hoof International Conference on Machine Learning (ICML2022), 23055-23077, 2022 | 17 | 2022 |
多 Agent 深度强化学习综述 梁星星, 冯旸赫, 马扬, 程光权, 黄金才, 王琦, 周玉珍, 刘忠 自动化学报 46 (12), 2537-2557, 2020 | 14 | 2020 |
Novel deep reinforcement learning algorithm based on attention-based value function and autoregressive environment model 梁星星, 冯旸赫, 黄金才, 王琦, 马扬, 刘忠 Journal of Software 31 (4), 948-966, 2020 | 12 | 2020 |
Learning expressive meta-representations with mixture of expert neural processes Q Wang, H van Hoof Advances in neural information processing systems (NeurIPS2022) 35, 26242-26255, 2022 | 11 | 2022 |
Bridge the Inference Gaps of Neural Processes via Expectation Maximization Q Wang, M Federici, H van Hoof The Eleventh International Conference on Learning Representations (ICLR2023), 2023 | 8 | 2023 |
Episodic Multi-Task Learning with Heterogeneous Neural Processes J Shen, X Zhen, Q Wang, M Worring Advances in neural information processing systems (NeurIPS2023 Spotlight), 2023 | 3 | 2023 |
Large-scale generative simulation artificial intelligence: The next hotspot Q Wang, Y Feng, J Huang, Y Lv, Z Xie, X Gao The Innovation 4 (6), 2023 | 2 | 2023 |
A Simple Yet Effective Strategy to Robustify the Meta Learning Paradigm Q Wang, Y Lv, Y Feng, Z Xie, J Huang Advances in neural information processing systems (NeurIPS2023), 2023 | 2 | 2023 |
Balanced Confidence Calibration for Graph Neural Networks H Yang, M Wang, C Wang, M Lao, Y Zhou 2024 ACM SIGKDD International Conference on Knowledge Discovery and Data …, 2024 | | 2024 |
GO4Align: Group Optimization for Multi-Task Alignment J Shen, C Wang, Z Xiao, N Van Noord, M Worring arXiv preprint arXiv:2404.06486, 2024 | | 2024 |
Non-informative noise-enhanced stochastic neural networks for improving adversarial robustness H Yang, M Wang, Q Wang, Z Yu, G Jin, C Zhou, Y Zhou Information Fusion, 102397, 2024 | | 2024 |
Reducing Fine-Tuning Memory Overhead by Approximate and Memory-Sharing Backpropagation Y Yang, Y Shi, C Wang, X Zhen, Y Shi, J Xu The 41st International Conference on Machine Learning (ICML2024), 2024 | | 2024 |
Functional representation learning for uncertainty quantification and fast skill transfer Q Wang University of Amsterdam, PhD Thesis, 2022 | | 2022 |