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Jian Tang (唐建）
Jian Tang (唐建）
Associate Professor, Mila-Quebec AI Institute, HEC Montréal, Canada CIFAR AI Chair
Verificeret mail på hec.ca - Startside
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Line: Large-scale information network embedding
J Tang, M Qu, M Wang, M Zhang, J Yan, Q Mei
Proceedings of the 24th international conference on world wide web, 1067-1077, 2015
66982015
Rotate: Knowledge graph embedding by relational rotation in complex space
Z Sun, ZH Deng, JY Nie, J Tang
ICLR 2019, 2019
28732019
InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization
FY Sun, J Hoffmann, V Verma, J Tang
ICLR 2020 (Spotlight), 2020
11332020
Pte: Predictive text embedding through large-scale heterogeneous text networks
J Tang, M Qu, Q Mei
Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015
9962015
Scientific discovery in the age of artificial intelligence
H Wang, T Fu, Y Du, W Gao, K Huang, Z Liu, P Chandak, S Liu, ...
Nature 620 (7972), 47-60, 2023
9202023
AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks
W Song, C Shi, Z Xiao, Z Duan, Y Xu, M Zhang, J Tang
CIKM 2019, 2019
8942019
KEPLER: A unified model for knowledge embedding and pre-trained language representation
X Wang, T Gao, Z Zhu, Z Zhang, Z Liu, J Li, J Tang
Transactions of the Association for Computational Linguistics 9, 176-194, 2021
7672021
Deepinf: Social influence prediction with deep learning
J Qiu, J Tang, H Ma, Y Dong, K Wang, J Tang
Proceedings of the 24th ACM SIGKDD international conference on knowledge …, 2018
6332018
GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation
M Xu, L Yu, Y Song, C Shi, S Ermon, J Tang
ICLR 2022 Oral, 2022
5672022
Artificial intelligence in COVID-19 drug repurposing
Y Zhou, F Wang, J Tang, R Nussinov, F Cheng
The Lancet Digital Health 2 (12), e667-e676, 2020
5452020
Visualizing large-scale and high-dimensional data
J Tang, J Liu, M Zhang, Q Mei
Proceedings of the 25th international conference on world wide web, 287-297, 2016
5402016
Session-based social recommendation via dynamic graph attention networks
W Song, Z Xiao, Y Wang, L Charlin, M Zhang, J Tang
Proceedings of the Twelfth ACM international conference on web search and …, 2019
5182019
GraphAF: a Flow-based Autoregressive Model for Molecular Graph Generation
C Shi, M Xu, Z Zhu, W Zhang, M Zhang, J Tang
ICLR 2020, 2020
5032020
Understanding the limiting factors of topic modeling via posterior contraction analysis
J Tang, Z Meng, X Nguyen, Q Mei, M Zhang
International conference on machine learning, 190-198, 2014
3892014
Pre-training Molecular Graph Representation with 3D Geometry
S Liu, H Wang, W Liu, J Lasenby, H Guo, J Tang
ICLR 2022, 2022
3792022
Neural bellman-ford networks: A general graph neural network framework for link prediction
Z Zhu, Z Zhang, LP Xhonneux, J Tang
Advances in Neural Information Processing Systems 34, 29476-29490, 2021
3692021
Utilizing graph machine learning within drug discovery and development
T Gaudelet, B Day, AR Jamasb, J Soman, C Regep, G Liu, JBR Hayter, ...
Briefings in bioinformatics 22 (6), bbab159, 2021
3462021
GMNN: Graph Markov Neural Networks
M Qu, Y Bengio, J Tang
ICML 2019, 2019
3442019
Adversarial network embedding
Q Dai, Q Li, J Tang, D Wang
Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018
2632018
Self-supervised Graph-level Representation Learning with Local and Global Structure
M Xu, H Wang, B Ni, H Guo, J Tang
ICML’21, 2021
2392021
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