| A structured self-attentive sentence embedding Z Lin, M Feng, CN Santos, M Yu, B Xiang, B Zhou, Y Bengio ICLR 2017: 5th International Conference on Learning Representations, 2017 | 2709 | 2017 |
| Deep learning-based classification of hyperspectral data Y Chen, Z Lin, X Zhao, G Wang, Y Gu IEEE Journal of Selected topics in applied earth observations and remote …, 2014 | 2699 | 2014 |
| Theano: A Python framework for fast computation of mathematical expressions R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ... arXiv e-prints, arXiv: 1605.02688, 2016 | 1117* | 2016 |
| Towards biologically plausible deep learning Y Bengio, DH Lee, J Bornschein, T Mesnard, Z Lin ICML 2015 workshop: 32th International Conference on Machine Learning, 2015 | 428 | 2015 |
| Neural networks with few multiplications Z Lin, M Courbariaux, R Memisevic, Y Bengio ICLR 2016: 4th International Conference on Learning Representations, 2015 | 420 | 2015 |
| A deep reinforcement learning chatbot IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian, T Kim, ... arXiv preprint arXiv:1709.02349, 2017 | 349 | 2017 |
| Spatial-spectral transformer for hyperspectral image classification X He, Y Chen, Z Lin Remote Sensing 13 (3), 498, 2021 | 257 | 2021 |
| Neural Language Modeling by Jointly Learning Syntax and Lexicon Y Shen, Z Lin, CW Huang, A Courville ICLR 2018: 6th International Conference on Learning Representations, 2017 | 192 | 2017 |
| Architectural complexity measures of recurrent neural networks S Zhang, Y Wu, T Che, Z Lin, R Memisevic, RR Salakhutdinov, Y Bengio NIPS 2016: Advances in neural information processing systems, 29, 1822-1830, 2016 | 191 | 2016 |
| Spectral-spatial classification of hyperspectral image using autoencoders Z Lin, Y Chen, X Zhao, G Wang ICICS 2013: 9th International Conference on Information, Communications and …, 2013 | 155 | 2013 |
| Straight to the Tree: Constituency Parsing with Neural Syntactic Distance Y Shen, Z Lin, AP Jacob, A Sordoni, A Courville, Y Bengio ACL 2018: 56th Annual Meeting of the Association for Computational Linguistics, 2018 | 92 | 2018 |
| Recurrent neural networks with limited numerical precision Z Lin, J Ott, Y Zhang, SC Liu, Y Bengio NIPS 2016 workshop: Efficient Methods for Deep Neural Networks on 29th …, 2016 | 84* | 2016 |
| Optimizing Subspace SVM Ensemble for Hyperspectral Imagery Classification Y Chen, X Zhao, Z Lin IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014 | 71 | 2014 |
| Rasat: Integrating relational structures into pretrained seq2seq model for text-to-sql J Qi, J Tang, Z He, X Wan, C Zhou, X Wang, Q Zhang, Z Lin EMNLP 2022: The 2022 Conference on Empirical Methods in Natural Language …, 2022 | 68 | 2022 |
| How far can we go without convolution: Improving fully-connected networks Z Lin, R Memisevic, K Konda ICLR 2016 workshop: 4th International Conference on Learning Representations, 2015 | 58 | 2015 |
| Theano: A Python framework for fast computation of mathematical expressions. arXiv R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ... arXiv preprint arXiv:1605.02688 10, 2016 | 49 | 2016 |
| Interactive language learning by question answering X Yuan, MA Côté, J Fu, Z Lin, C Pal, Y Bengio, A Trischler EMNLP 2019: The 2019 Conference on Empirical Methods in Natural Language …, 2019 | 48 | 2019 |
| Leveraging Uni-Modal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition X Pan, P Chen, Y Gong, H Zhou, X Wang, Z Lin ACL 2022: 60th Annual Meeting of the Association for Computational Linguistics, 2022 | 40 | 2022 |
| K2: A foundation language model for geoscience knowledge understanding and utilization C Deng, T Zhang, Z He, Q Chen, Y Shi, Y Xu, L Fu, W Zhang, X Wang, ... WSDM 2024: Proceedings of the 17th ACM International Conference on Web …, 2024 | 39 | 2024 |
| Ordered GNN: Ordering Message Passing to Deal with Heterophily and Over-smoothing Y Song, C Zhou, X Wang, Z Lin ICLR 2023: 11th International Conference on Learning Representations, 2023 | 38 | 2023 |
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca