| Informer: Beyond efficient transformer for long sequence time-series forecasting H Zhou, S Zhang, J Peng, S Zhang, J Li, H Xiong, W Zhang Proceedings of the AAAI conference on artificial intelligence 35 (12), 11106 …, 2021 | 4651 | 2021 |
| An efficient approach to event detection and forecasting in dynamic multivariate social media networks M Shao, J Li, F Chen, H Huang, S Zhang, X Chen Proceedings of the 26th International Conference on World Wide Web, 1631-1639, 2017 | 54 | 2017 |
| Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting. arXiv 2020 H Zhou, S Zhang, J Peng, S Zhang, J Li, H Xiong, W Zhang, ... arXiv preprint arXiv:2012.07436, 2012 | 42 | 2012 |
| Expanding the prediction capacity in long sequence time-series forecasting H Zhou, J Li, S Zhang, S Zhang, M Yan, H Xiong Artificial Intelligence 318, 103886, 2023 | 38 | 2023 |
| Stacked kernel network S Zhang, J Li, P Xie, Y Zhang, M Shao, H Zhou, M Yan arXiv preprint arXiv:1711.09219, 2017 | 21 | 2017 |
| Learning music sequence representation from text supervision T Chen, Y Xie, S Zhang, S Huang, H Zhou, J Li ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 16 | 2022 |
| Autost: Towards the universal modeling of spatio-temporal sequences J Li, S Zhang, H Xiong, H Zhou Advances in Neural Information Processing Systems 35, 20498-20510, 2022 | 10 | 2022 |
| Triplet attention: Rethinking the similarity in transformers H Zhou, J Li, J Peng, S Zhang, S Zhang Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021 | 10 | 2021 |
| Merits: medication recommendation for chronic disease with irregular time-series S Zhang, J Li, H Zhou, Q Zhu, S Zhang, D Wang 2021 IEEE international conference on data mining (ICDM), 1481-1486, 2021 | 9 | 2021 |
| Aiqoser: building the efficient inference-qos for ai services J Li, T Zhu, H Zhou, Q Sun, C Jiang, S Zhang, C Hu 2022 IEEE/ACM 30th International Symposium on Quality of Service (IWQoS), 1-10, 2022 | 5 | 2022 |
| Polla: Enhancing the local structure awareness in long sequence spatial-temporal modeling H Zhou, H Peng, J Peng, S Zhang, J Li ACM Transactions on Intelligent Systems and Technology (TIST) 12 (6), 1-24, 2021 | 5 | 2021 |
| Jump self-attention: capturing high-order statistics in transformers H Zhou, S Xiao, S Zhang, J Peng, S Zhang, J Li Advances in Neural Information Processing Systems 35, 17899-17910, 2022 | 2 | 2022 |
| A bisubmodular approach to event detection and prediction in multivariate social graphs S Zhang, H Zhou, F Chen, J Li IEEE Transactions on Computational Social Systems 8 (1), 161-170, 2020 | 1 | 2020 |
Jianxin LiSchool of Computer Science & Engineering, Beihang UniversityVerified email at act.buaa.edu.cn