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Xiaomin Fang
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Geometry-enhanced molecular representation learning for property prediction
X Fang, L Liu, J Lei, D He, S Zhang, J Zhou, F Wang, H Wu, H Wang
Nature Machine Intelligence 4 (2), 127-134, 2022
2552022
Constgat: Contextual spatial-temporal graph attention network for travel time estimation at baidu maps
X Fang, J Huang, F Wang, L Zeng, H Liang, H Wang
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
1332020
Personalized tag recommendation through nonlinear tensor factorization using gaussian kernel
X Fang, R Pan, G Cao, X He, W Dai
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
522015
Helixfold-single: Msa-free protein structure prediction by using protein language model as an alternative
X Fang, F Wang, L Liu, J He, D Lin, Y Xiang, X Zhang, H Wu, H Li, L Song
arXiv preprint arXiv:2207.13921, 2022
352022
Ssml: Self-supervised meta-learner for en route travel time estimation at baidu maps
X Fang, J Huang, F Wang, L Liu, Y Sun, H Wang
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
302021
Helixfold: An efficient implementation of alphafold2 using paddlepaddle
G Wang, X Fang, Z Wu, Y Liu, Y Xue, Y Xiang, D Yu, F Wang, Y Ma
arXiv preprint arXiv:2207.05477, 2022
192022
DTSyn: a dual-transformer-based neural network to predict synergistic drug combinations
J Hu, J Gao, X Fang, Z Liu, F Wang, W Huang, H Wu, G Zhao
Briefings in Bioinformatics 23 (5), bbac302, 2022
182022
A method for multiple-sequence-alignment-free protein structure prediction using a protein language model
X Fang, F Wang, L Liu, J He, D Lin, Y Xiang, K Zhu, X Zhang, H Wu, H Li, ...
Nature Machine Intelligence 5 (10), 1087-1096, 2023
172023
Sequential evaluation and generation framework for combinatorial recommender system
F Wang, X Fang, L Liu, Y Chen, J Tao, Z Peng, C Jin, H Tian
arXiv preprint arXiv:1902.00245, 2019
172019
HelixADMET: a robust and endpoint extensible ADMET system incorporating self-supervised knowledge transfer
S Zhang, Z Yan, Y Huang, L Liu, D He, W Wang, X Fang, X Zhang, ...
Bioinformatics 38 (13), 3444-3453, 2022
162022
BatchDTA: Implicit batch alignment enhances deep learning-based drug-target affinity estimation
H Luo, Y Xiang, X Fang, W Lin, F Wang, H Wu, H Wang
Briefings in Bioinformatics, 1-13, 2022
92022
Multimodal pre-training model for sequence-based prediction of protein-protein interaction
Y Xue, Z Liu, X Fang, F Wang
Machine Learning in Computational Biology, 34-46, 2022
82022
Dueta: Traffic congestion propagation pattern modeling via efficient graph learning for eta prediction at baidu maps
J Huang, Z Huang, X Fang, S Feng, X Chen, J Liu, H Yuan, H Wang
Proceedings of the 31st ACM International Conference on Information …, 2022
72022
HelixMO: Sample-Efficient Molecular Optimization in Scene-Sensitive Latent Space
Z Chen, X Fang, Z Hua, Y Huang, F Wang, H Wu
2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2022
52022
Docking-based virtual screening with multi-task learning
Z Liu, X Ye, X Fang, F Wang, H Wu, H Wang
2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2021
42021
Litegem: Lite geometry enhanced molecular representation learning for quantum property prediction
S Zhang, L Liu, S Gao, D He, X Fang, W Li, Z Huang, W Su, W Wang
arXiv preprint arXiv:2106.14494, 2021
42021
Fast DTT: a near linear algorithm for decomposing a tensor into factor tensors
X Fang, R Pan
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
42014
Mbcal: Sample efficient and variance reduced reinforcement learning for recommender systems
F Wang, X Fang, L Liu, H Tian, Z Peng
arXiv preprint arXiv:1911.02248, 2019
32019
GEM-2: Next Generation Molecular Property Prediction Network by Modeling Full-range Many-body Interactions
L Liu, D He, X Fang, S Zhang, F Wang, J He, H Wu
arXiv preprint arXiv:2208.05863, 2022
22022
TCR: A transformer based deep network for predicting cancer drugs response
J Gao, J Hu, W Sun, Y Shen, X Zhang, X Fang, F Wang, G Zhao
arXiv preprint arXiv:2207.04457, 2022
22022
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