An Accurate Collection Algorithm of Water Drinking Data in Complex Process with Multiple Actions. - Zhibin Weng; Yingyu Chen; Yunshan Wei; Shiyi Qi; Huafeng Li (ISICA, 2021)

A Closer Look into Transformer-Based Code Intelligence Through Code Transformation: Challenges and Opportunities. - Yaoxian Li; Shiyi Qi; Cuiyun Gao 001; Yun Peng 003; David Lo 001; Zenglin Xu; Michael R. Lyu (CoRR, 2022)

Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair Modeling. - Yuanhang Yang; Shiyi Qi; Cuiyun Gao 001; Zenglin Xu; Yulan He 001; Qifan Wang 001; Chuanyi Liu (CoRR, 2022)

Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair Modeling. - Yuanhang Yang; Shiyi Qi; Chuanyi Liu; Qifan Wang 001; Cuiyun Gao 001; Zenglin Xu (EMNLP, 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 (IJCAI, 2023)

BadCS: A Backdoor Attack Framework for Code search. - Shiyi Qi; Yuanhang Yang; Shuzheng Gao; Cuiyun Gao 001; Zenglin Xu (CoRR, 2023)

Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping. - Zhe Li; Shiyi Qi; Yiduo Li; Zenglin Xu (CoRR, 2023)

Dynamically Relative Position Encoding-Based Transformer for Automatic Code Edit. - Shiyi Qi; Yaoxian Li; Cuiyun Gao 001; Xiaohong Su; Shuzheng Gao; Zibin Zheng; Chuanyi Liu (IEEE Trans. Reliab., 2023)

XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection. - Yuanhang Yang; Shiyi Qi; Wenchao Gu; Chaozheng Wang; Cuiyun Gao 001; Zenglin Xu (ACL (Findings), 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 001; Yuan Qi 001 (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)

Enhancing Efficiency in Sparse Models with Sparser Selection. - Yuanhang Yang; Shiyi Qi; Wenchao Gu; Chaozheng Wang; Cuiyun Gao 001; Zenglin Xu (CoRR, 2024)

TimeCNN: Refining Cross-Variable Interaction on Time Point for Time Series Forecasting. - Ao Hu; Dongkai Wang; Yong Dai 001; Shiyi Qi; Liangjian Wen; Jun Wang; Zhi Chen; Xun Zhou 001; Zenglin Xu; Jiang Duan (CoRR, 2024)

Understanding the Robustness of Transformer-Based Code Intelligence via Code Transformation: Challenges and Opportunities. - Yaoxian Li; Shiyi Qi; Cuiyun Gao 001; Yun Peng 003; David Lo 001; Michael R. Lyu; Zenglin Xu (IEEE Trans. Software Eng., 2025)