A Low Latency SCAN-Flip Polar Decoder for 5G Vehicular Communication. - Yu Wang 068; Lirui Chen; Shikai Qiu; Li Huang; Zuocheng Xing (INTSYS, 2018)

Architectural Implications in Graph Processing of Accelerator with Gardenia Benchmark Suite. - Yang Zhang 026; Jie Shen 003; Zhen Xu 004; Shikai Qiu; Xuhao Chen 001 (ISPA/BDCloud/SocialCom/SustainCom, 2019)

A Low-Latency Successive Cancellation Hybrid Decoder for Convolutional Polar Codes. - Yu Wang 068; Shikai Qiu; Lirui Chen; Qinglin Wang; Yang Zhang 026; Cang Liu; Zuocheng Xing (ICASSP, 2020)

A Paralleled Greedy LLL Algorithm for 16×16 MIMO Detection. - Lirui Chen; Yu Wang 068; Zuocheng Xing; Shikai Qiu; Qinglin Wang; Yang Zhang 026 (ISCAS, 2020)

Efficient MIMO Preprocessor With Sorting-Relaxed QR Decomposition and Modified Greedy LLL Algorithm. - Lirui Chen; Zuocheng Xing; Yongzhong Li; Shikai Qiu (IEEE Access, 2020)

An Area-Efficient Hybrid Polar Decoder With Pipelined Architecture. - Yu Wang 068; Qinglin Wang; Yang Zhang 026; Shikai Qiu; Zuocheng Xing (IEEE Access, 2020)

Low latency group-sorted QR decomposition algorithm for larger-scale MIMO systems. - Lirui Chen; Yu Wang 068; Zuocheng Xing; Shikai Qiu; Qinglin Wang; Yongzhong Li (IET Commun., 2021)

Simple and Fast Group Robustness by Automatic Feature Reweighting. - Shikai Qiu; Andres Potapczynski; Pavel Izmailov; Andrew Gordon Wilson (ICML, 2023)

Function-Space Regularization in Neural Networks: A Probabilistic Perspective. - Tim G. J. Rudner; Sanyam Kapoor; Shikai Qiu; Andrew Gordon Wilson (ICML, 2023)

Large Language Models Are Zero-Shot Time Series Forecasters. - Nate Gruver; Marc Finzi; Shikai Qiu; Andrew Gordon Wilson (NeurIPS, 2023)

Should We Learn Most Likely Functions or Parameters? - Shikai Qiu; Tim G. J. Rudner; Sanyam Kapoor; Andrew Gordon Wilson (NeurIPS, 2023)

Transferring Knowledge From Large Foundation Models to Small Downstream Models. - Shikai Qiu; Boran Han; Danielle C. Maddix; Shuai Zhang 007; Bernie Wang 001; Andrew Gordon Wilson (ICML, 2024)

Compute Better Spent: Replacing Dense Layers with Structured Matrices. - Shikai Qiu; Andres Potapczynski; Marc Anton Finzi; Micah Goldblum; Andrew Gordon Wilson (ICML, 2024)

Searching for Efficient Linear Layers over a Continuous Space of Structured Matrices. - Andres Potapczynski; Shikai Qiu; Marc Finzi; Christopher Ferri; Charlie Chen; Micah Goldblum; C. Bayan Bruss; Christopher De Sa; Andrew Gordon Wilson (NeurIPS, 2024)

Searching for Efficient Linear Layers over a Continuous Space of Structured Matrices. - Andres Potapczynski; Shikai Qiu; Marc Finzi; Christopher Ferri; Zixi Chen; Micah Goldblum; C. Bayan Bruss; Christopher De Sa; Andrew Gordon Wilson (CoRR, 2024)

Out-of-Distribution Detection Methods Answer the Wrong Questions. - Yucen Lily Li; Daohan Lu; Polina Kirichenko; Shikai Qiu; Tim G. J. Rudner; C. Bayan Bruss; Andrew Gordon Wilson (CoRR, 2025)

Scaling Collapse Reveals Universal Dynamics in Compute-Optimally Trained Neural Networks. - Shikai Qiu; Lechao Xiao; Andrew Gordon Wilson; Jeffrey Pennington; Atish Agarwala (CoRR, 2025)