Shuai Zhang

According to our database, Shuai Zhang authored at least 14 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Instructing the Architecture Search for Spatial-temporal Sequence Forecasting with LLM.

Xin Xue, Haoyi Zhou, Tianyu Chen, Shuai Zhang, Yizhou Long, Jianxin Li

CoRR, March, 2025

MalDetectFormer: Leveraging Sparse SpatioTemporal Information for Effective Malicious Traffic Detection.

Shuai Zhang, Yu Fan, Haoyi Zhou, Bo Li

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2023

Expanding the prediction capacity in long sequence time-series forecasting.

Haoyi Zhou, Jianxin Li, Shanghang Zhang, Shuai Zhang, Mengyi Yan, Hui Xiong

Artif. Intell., May, 2023

2022

Jump Self-attention: Capturing High-order Statistics in Transformers.

Haoyi Zhou, Siyang Xiao, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

AutoST: Towards the Universal Modeling of Spatio-temporal Sequences.

Jianxin Li, Shuai Zhang, Hui Xiong, Haoyi Zhou

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

AIQoSer: Building the efficient Inference-QoS for AI Services.

Jianxin Li, Tianchen Zhu, Haoyi Zhou, Qingyun Sun, Chunyang Jiang, Shuai Zhang, Chunming Hu

Proceedings of the 30th IEEE/ACM International Symposium on Quality of Service, 2022

Learning Music Sequence Representation From Text Supervision.

Tianyu Chen, Yuan Xie, Shuai Zhang, Shaohan Huang, Haoyi Zhou, Jianxin Li

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

POLLA: Enhancing the Local Structure Awareness in Long Sequence Spatial-temporal Modeling.

Haoyi Zhou, Hao Peng, Jieqi Peng, Shuai Zhang, Jianxin Li

ACM Trans. Intell. Syst. Technol., 2021

A Bisubmodular Approach to Event Detection and Prediction in Multivariate Social Graphs.

Shuai Zhang, Haoyi Zhou, Feng Chen, Jianxin Li

IEEE Trans. Comput. Soc. Syst., 2021

Triplet Attention: Rethinking the Similarity in Transformers.

Haoyi Zhou, Jianxin Li, Jieqi Peng, Shuai Zhang, Shanghang Zhang

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

MERITS: Medication Recommendation for Chronic Disease with Irregular Time-Series.

Shuai Zhang, Jianxin Li, Haoyi Zhou, Qishan Zhu, Shanghang Zhang, Danding Wang

Proceedings of the IEEE International Conference on Data Mining, 2021

Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting.

Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li, Hui Xiong, Wancai Zhang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2017

Stacked Kernel Network.

Shuai Zhang, Jianxin Li, Pengtao Xie, Yingchun Zhang, Minglai Shao, Haoyi Zhou, Mengyi Yan

CoRR, 2017

An Efficient Approach to Event Detection and Forecasting in Dynamic Multivariate Social Media Networks.

Minglai Shao, Jianxin Li, Feng Chen, Hongyi Huang, Shuai Zhang, Xunxun Chen

Proceedings of the 26th International Conference on World Wide Web, 2017