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Furui Liu
Furui Liu
Zhejiang Lab and UCAS and Zhejiang University
Bestätigte E-Mail-Adresse bei zhejianglab.com
Titel
Zitiert von
Zitiert von
Jahr
U-air: When urban air quality inference meets big data
Y Zheng, F Liu, HP Hsieh
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
10892013
Causalvae: Disentangled representation learning via neural structural causal models
M Yang, F Liu, Z Chen, X Shen, J Hao, J Wang
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
2362021
Learning to select cuts for efficient mixed-integer programming
Z Huang, K Wang, F Liu, HL Zhen, W Zhang, M Yuan, J Hao, Y Yu, ...
Pattern Recognition 123, 108353, 2022
642022
Shapley counterfactual credits for multi-agent reinforcement learning
J Li, K Kuang, B Wang, F Liu, L Chen, F Wu, J Xiao
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
552021
Weakly supervised disentangled generative causal representation learning
X Shen, F Liu, H Dong, Q Lian, Z Chen, T Zhang
Journal of Machine Learning Research 23 (241), 1-55, 2022
512022
Disentangled generative causal representation learning
X Shen, F Liu, H Dong, L Qing, Z Chen, T Zhang
492020
Causal inference on discrete data via estimating distance correlations
F Liu, L Chan
Neural computation 28 (5), 801-814, 2016
402016
DARING: Differentiable causal discovery with residual independence
Y He, P Cui, Z Shen, R Xu, F Liu, Y Jiang
Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021
312021
Causalvae: Structured causal disentanglement in variational autoencoder
M Yang, F Liu, Z Chen, X Shen, J Hao, J Wang
arXiv preprint arXiv:2004.08697, 2020
292020
Contrastive-ACE: Domain generalization through alignment of causal mechanisms
Y Wang, F Liu, Z Chen, YC Wu, J Hao, G Chen, PA Heng
IEEE Transactions on Image Processing 32, 235-250, 2022
232022
ResGen is a pocket-aware 3D molecular generation model based on parallel multiscale modelling
O Zhang, J Zhang, J Jin, X Zhang, RL Hu, C Shen, H Cao, H Du, Y Kang, ...
Nature Machine Intelligence 5 (9), 1020-1030, 2023
222023
Efficient and accurate large library ligand docking with KarmaDock
X Zhang, O Zhang, C Shen, W Qu, S Chen, H Cao, Y Kang, Z Wang, ...
Nature Computational Science 3 (9), 789-804, 2023
212023
Traj-mae: Masked autoencoders for trajectory prediction
H Chen, J Wang, K Shao, F Liu, J Hao, C Guan, G Chen, PA Heng
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
212023
Uncertainty estimation by fisher information-based evidential deep learning
D Deng, G Chen, Y Yu, F Liu, PA Heng
International Conference on Machine Learning, 7596-7616, 2023
182023
Caussl: Causality-inspired semi-supervised learning for medical image segmentation
J Miao, C Chen, F Liu, H Wei, PA Heng
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
172023
Deconfounded value decomposition for multi-agent reinforcement learning
J Li, K Kuang, B Wang, F Liu, L Chen, C Fan, F Wu, J Xiao
International Conference on Machine Learning, 12843-12856, 2022
172022
Causal inference on multidimensional data using free probability theory
F Liu, LW Chan
IEEE transactions on neural networks and learning systems 29 (7), 3188-3198, 2017
142017
Causal Discovery on Discrete Data with Extensions to Mixture Model
F Liu, L Chan
ACM Transactions on Intelligent Systems and Technology (TIST) 7 (2), 2016
132016
Learning from good trajectories in offline multi-agent reinforcement learning
Q Tian, K Kuang, F Liu, B Wang
Proceedings of the AAAI Conference on Artificial Intelligence 37 (10), 11672 …, 2023
102023
Debiased recommendation with user feature balancing
M Yang, G Cai, F Liu, J Jin, Z Dong, X He, J Hao, W Shao, J Wang, ...
ACM Transactions on Information Systems 41 (4), 1-25, 2023
82023
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