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Tengfei Ma
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Fastgcn: fast learning with graph convolutional networks via importance sampling
J Chen, T Ma, C Xiao
ICLR 2018, 2018
19262018
Evolvegcn: Evolving graph convolutional networks for dynamic graphs
A Pareja, G Domeniconi, J Chen, T Ma, T Suzumura, H Kanezashi, ...
AAAI 2020, 2020
12752020
Pre-training of graph augmented transformers for medication recommendation
J Shang, T Ma, C Xiao, J Sun
IJCAI 2019, 2019
3332019
Gamenet: Graph augmented memory networks for recommending medication combination
J Shang, C Xiao, T Ma, H Li, J Sun
proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 1126-1133, 2019
2782019
Constrained generation of semantically valid graphs via regularizing variational autoencoders
T Ma, J Chen, C Xiao
32nd Conference on Neural Information Processing Systems (NeurIPS 2018), 2018
2772018
Drug similarity integration through attentive multi-view graph auto-encoders
T Ma, C Xiao, J Zhou, F Wang
IJCAI'18: Proceedings of the 27th International Joint Conference on …, 2018
2072018
Learning crosslingual word embeddings without bilingual corpora
L Duong, H Kanayama, T Ma, S Bird, T Cohn
arXiv preprint arXiv:1606.09403, 2016
1462016
Pre-training BERT on domain resources for short answer grading
C Sung, T Dhamecha, S Saha, T Ma, V Reddy, R Arora
Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019
1432019
Readmission prediction via deep contextual embedding of clinical concepts
C Xiao, T Ma, AB Dieng, DM Blei, F Wang
PloS one 13 (4), e0195024, 2018
1402018
Scalable graph learning for anti-money laundering: A first look
M Weber, J Chen, T Suzumura, A Pareja, T Ma, H Kanezashi, T Kaler, ...
arXiv preprint arXiv:1812.00076, 2018
1392018
Deep Graph Matching and Searching for Semantic Code Retrieval
X Ling, L Wu, S Wang, G Pan, T Ma, F Xu, AX Liu, C Wu, S Ji
The ACM Transactions on Knowledge Discovery from Data (TKDD), 2021
1052021
Opinion target extraction in Chinese news comments
T Ma, X Wan
Coling 2010: Posters, 782-790, 2010
962010
Health-atm: A deep architecture for multifaceted patient health record representation and risk prediction
T Ma, C Xiao, F Wang
Proceedings of the 2018 SIAM International Conference on Data Mining, 261-269, 2018
942018
Multilevel graph matching networks for deep graph similarity learning
X Ling, L Wu, S Wang, T Ma, F Xu, AX Liu, C Wu, S Ji
IEEE Transactions on Neural Networks and Learning Systems 34 (2), 799-813, 2021
932021
MINA: multilevel knowledge-guided attention for modeling electrocardiography signals
S Hong, C Xiao, T Ma, H Li, J Sun
arXiv preprint arXiv:1905.11333, 2019
902019
Curvature Graph Network
Z Ye, KS Liu, T Ma, J Gao, C Chen
ICLR 2020, 2020
802020
A Study of the Attention Abnormality in Trojaned BERTs
W Lyu, S Zheng, T Ma, C Chen
NAACL 2022, 2022
772022
DeepDrawing: A Deep Learning Approach to Graph Drawing
Y Wang, Z Jin, Q Wang, W Cui, T Ma, H Qu
IEEE transactions on visualization and computer graphics 26 (1), 676-686, 2019
742019
Link prediction with persistent homology: An interactive view
Z Yan, T Ma, L Gao, Z Tang, C Chen
International conference on machine learning, 11659-11669, 2021
722021
Multilingual training of crosslingual word embeddings
L Duong, H Kanayama, T Ma, S Bird, T Cohn
15th Conference of the European Chapter of the Association for Computational …, 2017
572017
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Artikler 1–20