| Recent advances in deep learning based dialogue systems: A systematic survey J Ni, T Young, V Pandelea, F Xue, E Cambria Artificial intelligence review 56 (4), 3055-3155, 2023 | 250 | 2023 |
| GDPNet: Refining Latent Multi-View Graph for Relation Extraction F Xue, A Sun, H Zhang, ES Chng Proceedings of the AAAI Conference on Artificial Intelligence 2021, 2020 | 90 | 2020 |
| Underwater acoustic target recognition: A combination of multi-dimensional fusion features and modified deep neural network X Wang, A Liu, Y Zhang, F Xue Remote Sensing 11 (16), 1888, 2019 | 74 | 2019 |
| Go wider instead of deeper F Xue, Z Shi, F Wei, Y Lou, Y Liu, Y You Proceedings of the AAAI Conference on Artificial Intelligence 2022, 2022 | 72 | 2022 |
| Sequence parallelism: Long sequence training from system perspective S Li, F Xue, C Baranwal, Y Li, Y You arXiv preprint arXiv:2105.13120, 2021 | 59* | 2021 |
| To repeat or not to repeat: Insights from scaling llm under token-crisis F Xue, Y Fu, W Zhou, Z Zheng, Y You Advances in Neural Information Processing Systems 36, 2024 | 42 | 2024 |
| Openmoe: An early effort on open mixture-of-experts language models F Xue, Z Zheng, Y Fu, J Ni, Z Zheng, W Zhou, Y You arXiv preprint arXiv:2402.01739, 2024 | 32 | 2024 |
| An embarrassingly simple model for dialogue relation extraction F Xue, A Sun, H Zhang, J Ni, ES Chng ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 28 | 2022 |
| Modeling motion with multi-modal features for text-based video segmentation W Zhao, K Wang, X Chu, F Xue, X Wang, Y You Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 27 | 2022 |
| Sparse-mlp: A fully-mlp architecture with conditional computation Y Lou, F Xue, Z Zheng, Y You arXiv preprint arXiv:2109.02008 1, 12, 2021 | 27* | 2021 |
| Response length perception and sequence scheduling: An llm-empowered llm inference pipeline Z Zheng, X Ren, F Xue, Y Luo, X Jiang, Y You Advances in Neural Information Processing Systems 36, 2024 | 26 | 2024 |
| Instruction in the wild: A user-based instruction dataset F Xue, K Jain, MH Shah, Z Zheng, Y You | 24* | 2023 |
| Deep graph random process for relational-thinking-based speech recognition H Huang, F Xue, H Wang, Y Wang Thirty-seventh International Conference on Machine Learning (ICML) 2020, 2020 | 24 | 2020 |
| A network model of speaker identification with new feature extraction methods and asymmetric BLSTM X Wang, F Xue, W Wang, A Liu Neurocomputing 403, 167-181, 2020 | 23 | 2020 |
| Automated audio captioning using transfer learning and reconstruction latent space similarity regularization A Koh, X Fuzhao, CE Siong ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 21 | 2022 |
| Large-scale deep learning optimizations: A comprehensive survey X He, F Xue, X Ren, Y You arXiv preprint arXiv:2111.00856, 2021 | 14 | 2021 |
| One student knows all experts know: From sparse to dense F Xue, X He, X Ren, Y Lou, Y You arXiv preprint arXiv:2201.10890, 2022 | 12 | 2022 |
| Hierarchical dialogue understanding with special tokens and turn-level attention X Liu, J Zhang, H Zhang, F Xue, Y You arXiv preprint arXiv:2305.00262, 2023 | 10 | 2023 |
| A study on transformer configuration and training objective F Xue, J Chen, A Sun, X Ren, Z Zheng, X He, Y Chen, X Jiang, Y You International Conference on Machine Learning, 38913-38925, 2023 | 9* | 2023 |
| RACP: A network with attention corrected prototype for few-shot speaker recognition using indefinite distance metric X Wang, J Meng, B Wen, F Xue Neurocomputing 490, 283-294, 2022 | 8 | 2022 |
Yang YouPresidential Young Professor, National University of SingaporeVerified email at comp.nus.edu.sg
