Kaiqi Zhang

According to our database, Kaiqi Zhang authored at least 19 papers between 2018 and 2023.

Collaborative distances:

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

2023

Nonparametric Classification on Low Dimensional Manifolds using Overparameterized Convolutional Residual Networks.

Kaiqi Zhang, Zixuan Zhang, Minshuo Chen, Mengdi Wang, Tuo Zhao, Yu-Xiang Wang

CoRR, 2023

Deep Learning meets Nonparametric Regression: Are Weight-Decayed DNNs Locally Adaptive?

Kaiqi Zhang, Yu-Xiang Wang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Why Quantization Improves Generalization: NTK of Binary Weight Neural Networks.

Kaiqi Zhang, Ming Yin, Yu-Xiang Wang

CoRR, 2022

2021

Sparse Tucker Tensor Decomposition on a Hybrid FPGA-CPU Platform.

Weiyun Jiang, Kaiqi Zhang, Colin Yu Lin, Feng Xing, Zheng Zhang

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

General-Purpose Bayesian Tensor Learning With Automatic Rank Determination and Uncertainty Quantification.

Kaiqi Zhang, Cole Hawkins, Zheng Zhang

Frontiers Artif. Intell., 2021

3U-EdgeAI: Ultra-Low Memory Training, Ultra-Low BitwidthQuantization, and Ultra-Low Latency Acceleration.

Yao Chen, Cole Hawkins, Kaiqi Zhang, Zheng Zhang, Cong Hao

CoRR, 2021

On-FPGA Training with Ultra Memory Reduction: A Low-Precision Tensor Method.

Kaiqi Zhang, Cole Hawkins, Xiyuan Zhang, Cong Hao, Zheng Zhang

CoRR, 2021

3U-EdgeAI: Ultra-Low Memory Training, Ultra-Low Bitwidth Quantization, and Ultra-Low Latency Acceleration.

Yao Chen, Cole Hawkins, Kaiqi Zhang, Zheng Zhang, Cong Hao

Proceedings of the GLSVLSI '21: Great Lakes Symposium on VLSI 2021, 2021

2020

Active Subspace of Neural Networks: Structural Analysis and Universal Attacks.

Chunfeng Cui, Kaiqi Zhang, Talgat Daulbaev, Julia Gusak, Ivan V. Oseledets, Zheng Zhang

SIAM J. Math. Data Sci., 2020

2019

Experimental Demonstration of Machine-Learning-Aided QoT Estimation in Multi-Domain Elastic Optical Networks with Alien Wavelengths.

Roberto Proietti, Xiaoliang Chen, Kaiqi Zhang, Gengchen Liu, Mohammadsadegh Shamsabardeh, Alberto Castro, Luis Velasco, Zuqing Zhu, S. J. Ben Yoo

JOCN, 2019

MWIR Solid-State Optical Phased Array Beam Steering using Germanium-Silicon Photonic Platform.

Mathias Prost, Yi-Chun Ling, Semih Cakmakyapan, Yu Zhang, Kaiqi Zhang, Junjie Hu, Yichi Zhang, S. J. Ben Yoo

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

Tucker Tensor Decomposition on FPGA.

Kaiqi Zhang, Xiyuan Zhang, Zheng Zhang

Proceedings of the International Conference on Computer-Aided Design, 2019

2018

Experimental Demonstration of a 64-Port Wavelength Routing Thin-CLOS System for Data Center Switching Architectures.

Roberto Proietti, Xian Xiao, Kaiqi Zhang, Gengchen Liu, Hongbo Lu, Pouya Fotouhi, J. Messig, S. J. Ben Yoo

JOCN, 2018

Experimental Demonstration of Cognitive Provisioning and Alien Wavelength Monitoring in Multi-domain EON.

Roberto Proietti, Xiaoliang Chen, Alberto Castro, Gengchen Liu, Hongbo Lu, Kaiqi Zhang, Jiannan Guo, Zuqing Zhu, Luis Velasco, S. J. Ben Yoo

Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

mmWave Beamforming using Photonic Signal Processing for Future 5G Mobile Systems.

Hongbo Lu, Gengchen Liu, Roberto Proietti, Vincent Squitieri, Kaiqi Zhang, Alberto Castro, Qun Jane Gu, Zhi Ding, S. J. Ben Yoo

Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

First Demonstration of FPGA-based Hitless Flexible Receiver with Blind Modulation Format Identification.

Gengchen Liu, Kaiqi Zhang, Roberto Proietti, Hongbo Lu, Zhi Ding, S. J. Ben Yoo

Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

The First Testbed Demonstration of Cognitive End-to-End Optical Service Provisioning with Hierarchical Learning across Multiple Autonomous Systems.

Gengchen Liu, Kaiqi Zhang, Xiaoliang Chen, Hongbo Lu, Jiannan Guo, Jie Yin, Roberto Proietti, Zuqing Zhu, S. J. Ben Yoo

Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

Sub-Wavelength-Pitch Silicon-Phatonic Optical Phased Array for Large Field-AF-Regard Coherent Optical Beam Steering.

Yu Zhang, Yi-Chun Ling, Kaiqi Zhang, S. J. Ben Yoo

Proceedings of the European Conference on Optical Communication, 2018

Experimental Demonstration of Flex-LIONS for Reconfigurable All-to-All Optical Interconnects.

Xian Xiao, Roberto Proietti, Kaiqi Zhang, S. J. Ben Yoo

Proceedings of the European Conference on Optical Communication, 2018