| Adaptive gradient methods with dynamic bound of learning rate L Luo, Y Xiong, Y Liu, X Sun ICLR 2019, 2019 | 607 | 2019 |
| Measuring and Relieving the Over-smoothing Problem for Graph Neural Networks from the Topological View D Chen, Y Lin, W Li, P Li, J Zhou, X Sun AAAI 2020, 2020 | 573 | 2020 |
| Sgm: sequence generation model for multi-label classification P Yang, X Sun, W Li, S Ma, W Wu, H Wang COLING 2018 (with paper award), 2018 | 317 | 2018 |
| 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 | 204* | 2018 |
| Unpaired sentiment-to-sentiment translation: A cycled reinforcement learning approach J Xu, X Sun, Q Zeng, X Ren, X Zhang, H Wang, W Li ACL 2018, 2018 | 188 | 2018 |
| Understanding and improving layer normalization J Xu, X Sun, Z Zhang, G Zhao, J Lin Advances in Neural Information Processing Systems 32, 2019 | 169 | 2019 |
| Global Encoding for Abstractive Summarization J Lin, X Sun, S Ma, Q Su ACL 2018, 2018 | 164 | 2018 |
| meprop: Sparsified back propagation for accelerated deep learning with reduced overfitting X Sun, X Ren, S Ma, H Wang ICML 2017, 2017 | 157 | 2017 |
| A Unified Model for Cross-Domain and Semi-Supervised Named Entity Recognition in Chinese Social Media. H He, X Sun AAAI 2017, 3216-3222, 2017 | 141 | 2017 |
| A large scale ranker-based system for search query spelling correction J Gao, X Li, D Micol, C Quirk, X Sun Proceedings of the 23rd International Conference on Computational …, 2010 | 137* | 2010 |
| A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer F Luo, P Li, J Zhou, P Yang, B Chang, Z Sui, X Sun ACL 2019, 2019 | 136 | 2019 |
| F-score driven max margin neural network for named entity recognition in chinese social media H He, X Sun EACL 2017, 2016 | 136 | 2016 |
| Fast online training with frequency-adaptive learning rates for chinese word segmentation and new word detection X Sun, H Wang, W Li Proceedings of the 50th Annual Meeting of the Association for Computational …, 2012 | 111 | 2012 |
| Pkuseg: A toolkit for multi-domain chinese word segmentation R Luo, J Xu, Y Zhang, Z Zhang, X Ren, X Sun arXiv preprint arXiv:1906.11455, 2019 | 106 | 2019 |
| Aligning visual regions and textual concepts for semantic-grounded image representations F Liu, Y Liu, X Ren, X He, X Sun Advances in Neural Information Processing Systems 32, 2019 | 105 | 2019 |
| Aligning Cross-Lingual Entities with Multi-Aspect Information HW Yang, Y Zou, P Shi, W Lu, J Lin, X Sun EMNLP 2019, 2019 | 101 | 2019 |
| simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions F Liu, X Ren, Y Liu, H Wang, X Sun EMNLP 2018 (arXiv preprint arXiv:1808.08732), 2018 | 100 | 2018 |
| A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation J Xu, Y Zhang, Q Zeng, X Ren, X Cai, X Sun EMNLP 2018 (arXiv preprint arXiv:1808.06945), 2018 | 94 | 2018 |
| Learning personalized end-to-end goal-oriented dialog L Luo, W Huang, Q Zeng, Z Nie, X Sun Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 6794-6801, 2019 | 83 | 2019 |
| Modeling latent-dynamic in shallow parsing: a latent conditional model with improved inference X Sun, LP Morency, D Okanohara, Y Tsuruoka, J Tsujii Proceedings of the 22nd International Conference on Computational …, 2008 | 79 | 2008 |
Shuming MaMicrosoft Research AsiaVerified email at microsoft.com
