Shiyi Qi

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Data Provenance

Multivariate Time Series

Partial Differential Equations

Relative Position

Top Venues

IEEE Trans. Reliab.

Publications

Shiyi Qi, Zenglin Xu, Yiduo Li, Liangjian Wen, Qingsong Wen, Qifan Wang, Yuan Qi
PDETime: Rethinking Long-Term Multivariate Time Series Forecasting from the perspective of partial differential equations. CoRR (2024)
Yuanhang Yang, Shiyi Qi, Wenchao Gu, Chaozheng Wang, Cuiyun Gao, Zenglin Xu
XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection. ACL (Findings) (2024)
Shiyi Qi, Liangjian Wen, Yiduo Li, Yuanhang Yang, Zhe Li, Zhongwen Rao, Lujia Pan, Zenglin Xu
Enhancing Multivariate Time Series Forecasting with Mutual Information-driven Cross-Variable and Temporal Modeling. CoRR (2024)
Yuanhang Yang, Shiyi Qi, Wenchao Gu, Chaozheng Wang, Cuiyun Gao, Zenglin Xu
Enhancing Efficiency in Sparse Models with Sparser Selection. CoRR (2024)
Zhe Li, Shiyi Qi, Yiduo Li, Zenglin Xu
Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping. CoRR (2023)
Yuanhang Yang, Shiyi Qi, Chuanyi Liu, Qifan Wang, Cuiyun Gao, Zenglin Xu
Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair Modeling. EMNLP (2023)
Shiyi Qi, Yuanhang Yang, Shuzheng Gao, Cuiyun Gao, Zenglin Xu
BadCS: A Backdoor Attack Framework for Code search. CoRR (2023)
Shiyi Qi, Yaoxian Li, Cuiyun Gao, Xiaohong Su, Shuzheng Gao, Zibin Zheng, Chuanyi Liu
Dynamically Relative Position Encoding-Based Transformer for Automatic Code Edit. IEEE Trans. Reliab. 72 (3) (2023)
Yiduo Li, Shiyi Qi, Zhe Li, Zhongwen Rao, Lujia Pan, Zenglin Xu
SMARTformer: Semi-Autoregressive Transformer with Efficient Integrated Window Attention for Long Time Series Forecasting. IJCAI (2023)
Yaoxian Li, Shiyi Qi, Cuiyun Gao, Yun Peng, David Lo, Zenglin Xu, Michael R. Lyu
A Closer Look into Transformer-Based Code Intelligence Through Code Transformation: Challenges and Opportunities. CoRR (2022)
Shiyi Qi, Yaoxian Li, Cuiyun Gao, Xiaohong Su, Shuzheng Gao, Zibin Zheng, Chuanyi Liu
Dynamically Relative Position Encoding-Based Transformer for Automatic Code Edit. CoRR (2022)
Yuanhang Yang, Shiyi Qi, Cuiyun Gao, Zenglin Xu, Yulan He, Qifan Wang, Chuanyi Liu
Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair Modeling. CoRR (2022)
Zhibin Weng, Yingyu Chen, Yunshan Wei, Shiyi Qi, Huafeng Li
An Accurate Collection Algorithm of Water Drinking Data in Complex Process with Multiple Actions. ISICA (2021)