Shuai Zhang

16 papers A* 7B 1Misc 1Journal 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Instructing the Architecture Search for Spatial-temporal Sequence Forecasting with LLM.
CoRR
Xin Xue, Haoyi Zhou, Tianyu Chen, Shuai Zhang, Yizhou Long, Jianxin Li
2025 A* conf
MalDetectFormer: Leveraging Sparse SpatioTemporal Information for Effective Malicious Traffic Detection.
AAAI
Shuai Zhang, Yu Fan, Haoyi Zhou, Bo Li
2023 J jnl
Expanding the prediction capacity in long sequence time-series forecasting.
Artif. Intell.
Haoyi Zhou, Jianxin Li, Shanghang Zhang, Shuai Zhang, Mengyi Yan, Hui Xiong
2023 J jnl
Learning Music Sequence Representation from Text Supervision.
CoRR
Tianyu Chen, Yuan Xie, Shuai Zhang, Shaohan Huang, Haoyi Zhou, Jianxin Li
2022 B conf
AIQoSer: Building the efficient Inference-QoS for AI Services.
IWQoS
Jianxin Li, Tianchen Zhu, Haoyi Zhou, Qingyun Sun, Chunyang Jiang, Shuai Zhang, Chunming Hu
2022 A* conf
AutoST: Towards the Universal Modeling of Spatio-temporal Sequences.
NeurIPS
Jianxin Li, Shuai Zhang, Hui Xiong, Haoyi Zhou
2022 A* conf
Jump Self-attention: Capturing High-order Statistics in Transformers.
NeurIPS
Haoyi Zhou, Siyang Xiao, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li
2022 Misc conf
Learning Music Sequence Representation From Text Supervision.
ICASSP
Tianyu Chen, Yuan Xie, Shuai Zhang, Shaohan Huang, Haoyi Zhou, Jianxin Li
2021 J jnl
A Bisubmodular Approach to Event Detection and Prediction in Multivariate Social Graphs.
IEEE Trans. Comput. Soc. Syst.
Shuai Zhang, Haoyi Zhou, Feng Chen, Jianxin Li
2021 A* conf
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting.
AAAI
Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li, Hui Xiong, Wancai Zhang
2021 A* conf
MERITS: Medication Recommendation for Chronic Disease with Irregular Time-Series.
ICDM
Shuai Zhang, Jianxin Li, Haoyi Zhou, Qishan Zhu, Shanghang Zhang, Danding Wang
2021 J jnl
POLLA: Enhancing the Local Structure Awareness in Long Sequence Spatial-temporal Modeling.
ACM Trans. Intell. Syst. Technol.
Haoyi Zhou, Hao Peng, Jieqi Peng, Shuai Zhang, Jianxin Li
2021 A* conf
Triplet Attention: Rethinking the Similarity in Transformers.
KDD
Haoyi Zhou, Jianxin Li, Jieqi Peng, Shuai Zhang, Shanghang Zhang
2020 J jnl
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting.
CoRR
Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li, Hui Xiong, Wancai Zhang
2017 A* conf
An Efficient Approach to Event Detection and Forecasting in Dynamic Multivariate Social Media Networks.
WWW
Minglai Shao, Jianxin Li, Feng Chen, Hongyi Huang, Shuai Zhang, Xunxun Chen
2017 J jnl
Stacked Kernel Network.
CoRR
Shuai Zhang, Jianxin Li, Pengtao Xie, Yingchun Zhang, Minglai Shao, Haoyi Zhou, Mengyi Yan