Shikai Qiu

According to our database, Shikai Qiu authored at least 14 papers between 2018 and 2024.

Collaborative distances:

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

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

Compute Better Spent: Replacing Dense Layers with Structured Matrices.

Shikai Qiu, Andres Potapczynski, Marc Anton Finzi, Micah Goldblum, Andrew Gordon Wilson

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Transferring Knowledge From Large Foundation Models to Small Downstream Models.

Shikai Qiu, Boran Han, Danielle C. Maddix, Shuai Zhang, Bernie Wang, Andrew Gordon Wilson

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Should We Learn Most Likely Functions or Parameters?

Shikai Qiu, Tim G. J. Rudner, Sanyam Kapoor, Andrew Gordon Wilson

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Large Language Models Are Zero-Shot Time Series Forecasters.

Nate Gruver, Marc Finzi, Shikai Qiu, Andrew Gordon Wilson

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Function-Space Regularization in Neural Networks: A Probabilistic Perspective.

Tim G. J. Rudner, Sanyam Kapoor, Shikai Qiu, Andrew Gordon Wilson

Proceedings of the International Conference on Machine Learning, 2023

Simple and Fast Group Robustness by Automatic Feature Reweighting.

Shikai Qiu, Andres Potapczynski, Pavel Izmailov, Andrew Gordon Wilson

Proceedings of the International Conference on Machine Learning, 2023

2021

Low latency group-sorted QR decomposition algorithm for larger-scale MIMO systems.

Lirui Chen, Yu Wang, Zuocheng Xing, Shikai Qiu, Qinglin Wang, Yongzhong Li

IET Commun., 2021

2020

An Area-Efficient Hybrid Polar Decoder With Pipelined Architecture.

Yu Wang, Qinglin Wang, Yang Zhang, Shikai Qiu, Zuocheng Xing

IEEE Access, 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

A Paralleled Greedy LLL Algorithm for 16×16 MIMO Detection.

Lirui Chen, Yu Wang, Zuocheng Xing, Shikai Qiu, Qinglin Wang, Yang Zhang

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

A Low-Latency Successive Cancellation Hybrid Decoder for Convolutional Polar Codes.

Yu Wang, Shikai Qiu, Lirui Chen, Qinglin Wang, Yang Zhang, Cang Liu, Zuocheng Xing

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Architectural Implications in Graph Processing of Accelerator with Gardenia Benchmark Suite.

Yang Zhang, Jie Shen, Zhen Xu, Shikai Qiu, Xuhao Chen

Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

2018

A Low Latency SCAN-Flip Polar Decoder for 5G Vehicular Communication.

Yu Wang, Lirui Chen, Shikai Qiu, Li Huang, Zuocheng Xing

Proceedings of the Intelligent Transport Systems, From Research and Development to the Market Uptake, 2018