Haoyi Zhou
Haoyi Zhou
Assistant Professor, Beihang University
Verified email at - Homepage
Cited by
Cited by
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
The-x: Privacy-preserving transformer inference with homomorphic encryption
T Chen, H Bao, S Huang, L Dong, B Jiao, D Jiang, H Zhou, J Li, F Wei
arXiv preprint arXiv:2206.00216, 2022
MTTrans: Cross-domain object detection with mean teacher transformer
J Yu, J Liu, X Wei, H Zhou, Y Nakata, D Gudovskiy, T Okuno, J Li, ...
European Conference on Computer Vision, 629-645, 2022
Differentially-private federated neural architecture search
I Singh, H Zhou, K Yang, M Ding, B Lin, P Xie
arXiv preprint arXiv:2006.10559, 2020
Stacked kernel network
S Zhang, J Li, P Xie, Y Zhang, M Shao, H Zhou, M Yan
arXiv preprint arXiv:1711.09219, 2017
Task-specific expert pruning for sparse mixture-of-experts
T Chen, S Huang, Y Xie, B Jiao, D Jiang, H Zhou, J Li, F Wei
arXiv preprint arXiv:2206.00277, 2022
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
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
Osprey: A fast and accurate patch presence test framework for binaries
P Sun, Q Yan, H Zhou, J Li
Computer Communications 173, 95-106, 2021
Colorectal cancer lymph node metastasis prediction with weakly supervised transformer-based multi-instance learning
L Tan, H Li, J Yu, H Zhou, Z Wang, Z Niu, J Li, Z Li
Medical & Biological Engineering & Computing 61 (6), 1565-1580, 2023
A time-sensitive hybrid learning model for patient subgrouping
Y Zhang, H Zhou, J Li, W Sun, Y Chen
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
Improving the Generalization Performance of Multi-class SVM via Angular Regularization.
J Li, H Zhou, P Xie, Y Zhang
IJCAI, 2131-2137, 2017
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
CLDG: Contrastive learning on dynamic graphs
Y Xu, B Shi, T Ma, B Dong, H Zhou, Q Zheng
2023 IEEE 39th International Conference on Data Engineering (ICDE), 696-707, 2023
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
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
MtCut: A Multi-Task Framework for Ranked List Truncation
D Wang, J Li, T Zhu, H Zhou, Q Zhu, Y Wen, H Piao
Proceedings of the Fifteenth ACM International Conference on Web Search and …, 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
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
Towards Long-delayed Sparsity: Learning a Better Transformer through Reward Redistribution.
T Zhu, Y Qiu, H Zhou, J Li
IJCAI, 4693-4701, 2023
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