Shiyi Qi

According to our database, Shiyi Qi authored at least 13 papers between 2021 and 2024.

Collaborative distances:

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

2024

TimeCNN: Refining Cross-Variable Interaction on Time Point for Time Series Forecasting.

Ao Hu, Dongkai Wang, Yong Dai, Shiyi Qi, Liangjian Wen, Jun Wang, Zhi Chen, Xun Zhou, Zenglin Xu, Jiang Duan

CoRR, 2024

Enhancing Efficiency in Sparse Models with Sparser Selection.

Yuanhang Yang, Shiyi Qi, Wenchao Gu, Chaozheng Wang, Cuiyun Gao, Zenglin Xu

CoRR, 2024

Enhancing Multivariate Time Series Forecasting with Mutual Information-driven Cross-Variable and Temporal Modeling.

Shiyi Qi, Liangjian Wen, Yiduo Li, Yuanhang Yang, Zhe Li, Zhongwen Rao, Lujia Pan, Zenglin Xu

CoRR, 2024

PDETime: Rethinking Long-Term Multivariate Time Series Forecasting from the perspective of partial differential equations.

Shiyi Qi, Zenglin Xu, Yiduo Li, Liangjian Wen, Qingsong Wen, Qifan Wang, Yuan Qi

CoRR, 2024

XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection.

Yuanhang Yang, Shiyi Qi, Wenchao Gu, Chaozheng Wang, Cuiyun Gao, Zenglin Xu

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Dynamically Relative Position Encoding-Based Transformer for Automatic Code Edit.

Shiyi Qi, Yaoxian Li, Cuiyun Gao, Xiaohong Su, Shuzheng Gao, Zibin Zheng, Chuanyi Liu

IEEE Trans. Reliab., September, 2023

Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping.

Zhe Li, Shiyi Qi, Yiduo Li, Zenglin Xu

CoRR, 2023

BadCS: A Backdoor Attack Framework for Code search.

Shiyi Qi, Yuanhang Yang, Shuzheng Gao, Cuiyun Gao, Zenglin Xu

CoRR, 2023

SMARTformer: Semi-Autoregressive Transformer with Efficient Integrated Window Attention for Long Time Series Forecasting.

Yiduo Li, Shiyi Qi, Zhe Li, Zhongwen Rao, Lujia Pan, Zenglin Xu

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair Modeling.

Yuanhang Yang, Shiyi Qi, Chuanyi Liu, Qifan Wang, Cuiyun Gao, Zenglin Xu

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair Modeling.

Yuanhang Yang, Shiyi Qi, Cuiyun Gao, Zenglin Xu, Yulan He, Qifan Wang, Chuanyi Liu

CoRR, 2022

A Closer Look into Transformer-Based Code Intelligence Through Code Transformation: Challenges and Opportunities.

Yaoxian Li, Shiyi Qi, Cuiyun Gao, Yun Peng, David Lo, Zenglin Xu, Michael R. Lyu

CoRR, 2022

2021

An Accurate Collection Algorithm of Water Drinking Data in Complex Process with Multiple Actions.

Zhibin Weng, Yingyu Chen, Yunshan Wei, Shiyi Qi, Huafeng Li

Proceedings of the Exploration of Novel Intelligent Optimization Algorithms, 2021