| OFA: Unifying architectures, tasks, and modalities through a simple sequence-to-sequence learning framework P Wang, A Yang, R Men, J Lin, S Bai, Z Li, J Ma, C Zhou, J Zhou, H Yang ICML 2022, 2022 | 315 | 2022 |
| Cogview: Mastering text-to-image generation via transformers M Ding, Z Yang, W Hong, W Zheng, C Zhou, D Yin, J Lin, X Zou, Z Shao, ... Advances in Neural Information Processing Systems 34, 19822-19835, 2021 | 262 | 2021 |
| Diversity-promoting GAN: A cross-entropy based generative adversarial network for diversified text generation J Xu, X Ren, J Lin, X Sun Proceedings of the 2018 conference on empirical methods in natural language …, 2018 | 205* | 2018 |
| Understanding and improving layer normalization J Xu, X Sun, Z Zhang, G Zhao, J Lin Advances in Neural Information Processing Systems 32, 2019 | 170 | 2019 |
| Global Encoding for Abstractive Summarization J Lin, X Sun, S Ma, Q Su Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018 | 164 | 2018 |
| Towards knowledge-based recommender dialog system Q Chen, J Lin, Y Zhang, M Ding, Y Cen, H Yang, J Tang arXiv preprint arXiv:1908.05391, 2019 | 146 | 2019 |
| M6: A chinese multimodal pretrainer J Lin, R Men, A Yang, C Zhou, M Ding, Y Zhang, P Wang, A Wang, ... arXiv preprint arXiv:2103.00823, 2021 | 120* | 2021 |
| Imitation learning for non-autoregressive neural machine translation B Wei, M Wang, H Zhou, J Lin, J Xie, X Sun arXiv preprint arXiv:1906.02041, 2019 | 77 | 2019 |
| Bag-of-words as target for neural machine translation S Ma, X Sun, Y Wang, J Lin arXiv preprint arXiv:1805.04871, 2018 | 71 | 2018 |
| Towards knowledge-based personalized product description generation in e-commerce Q Chen, J Lin, Y Zhang, H Yang, J Zhou, J Tang Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019 | 67 | 2019 |
| Explicit sparse transformer: Concentrated attention through explicit selection G Zhao, J Lin, Z Zhang, X Ren, Q Su, X Sun arXiv preprint arXiv:1912.11637, 2019 | 64 | 2019 |
| Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification J Lin, Q Su, P Yang, S Ma, X Sun arXiv preprint arXiv:1808.08561, 2018 | 60 | 2018 |
| A hierarchical end-to-end model for jointly improving text summarization and sentiment classification S Ma, X Sun, J Lin, X Ren arXiv preprint arXiv:1805.01089, 2018 | 53 | 2018 |
| Interbert: Vision-and-language interaction for multi-modal pretraining J Lin, A Yang, Y Zhang, J Liu, J Zhou, H Yang arXiv preprint arXiv:2003.13198, 2020 | 51 | 2020 |
| A deep reinforced sequence-to-set model for multi-label classification P Yang, F Luo, S Ma, J Lin, X Sun Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019 | 49* | 2019 |
| Autoencoder as assistant supervisor: Improving text representation for chinese social media text summarization S Ma, X Sun, J Lin, H Wang arXiv preprint arXiv:1805.04869, 2018 | 46 | 2018 |
| An auto-encoder matching model for learning utterance-level semantic dependency in dialogue generation L Luo, J Xu, J Lin, Q Zeng, X Sun arXiv preprint arXiv:1808.08795, 2018 | 40 | 2018 |
| M6-t: Exploring sparse expert models and beyond A Yang, J Lin, R Men, C Zhou, L Jiang, X Jia, A Wang, J Zhang, J Wang, ... arXiv preprint arXiv:2105.15082, 2021 | 35 | 2021 |
| Connecting language and vision for natural language-based vehicle retrieval S Bai, Z Zheng, X Wang, J Lin, Z Zhang, C Zhou, H Yang, Y Yang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 26 | 2021 |
| KNAS: green neural architecture search J Xu, L Zhao, J Lin, R Gao, X Sun, H Yang International Conference on Machine Learning, 11613-11625, 2021 | 25 | 2021 |
Xu SunAssociate Professor, Peking UniversityVerified email at pku.edu.cn
