Kaiqi Zhang - RankMe

27 papers A* 3A 1Journal 14Unranked 8

Year	Rank	Type	Title / Venue / Authors
2024	A*	`conf`	Nonparametric Classification on Low Dimensional Manifolds using Overparameterized Convolutional Residual Networks. NeurIPS Zixuan Zhang, Kaiqi Zhang, Minshuo Chen, Yuma Takeda, Mengdi Wang, Tuo Zhao, Yu-Xiang Wang
2024	A*	`conf`	Stable Minima Cannot Overfit in Univariate ReLU Networks: Generalization by Large Step Sizes. NeurIPS Dan Qiao, Kaiqi Zhang, Esha Singh, Daniel Soudry, Yu-Xiang Wang
2024	J	`jnl`	Stable Minima Cannot Overfit in Univariate ReLU Networks: Generalization by Large Step Sizes. CoRR Dan Qiao, Kaiqi Zhang, Esha Singh, Daniel Soudry, Yu-Xiang Wang
2023	A*	`conf`	Deep Learning meets Nonparametric Regression: Are Weight-Decayed DNNs Locally Adaptive? ICLR Kaiqi Zhang, Yu-Xiang Wang
2023	J	`jnl`	Nonparametric Classification on Low Dimensional Manifolds using Overparameterized Convolutional Residual Networks. CoRR Kaiqi Zhang, Zixuan Zhang, Minshuo Chen, Mengdi Wang, Tuo Zhao, Yu-Xiang Wang
2023	—	`—`	Overparameterization in neural networks: from application to theory Kaiqi Zhang
2022	J	`jnl`	Deep Learning meets Nonparametric Regression: Are Weight-Decayed DNNs Locally Adaptive? CoRR Kaiqi Zhang, Yu-Xiang Wang
2022	J	`jnl`	Why Quantization Improves Generalization: NTK of Binary Weight Neural Networks. CoRR Kaiqi Zhang, Ming Yin, Yu-Xiang Wang
2021	—	`conf`	3U-EdgeAI: Ultra-Low Memory Training, Ultra-Low Bitwidth Quantization, and Ultra-Low Latency Acceleration. ACM Great Lakes Symposium on VLSI Yao Chen, Cole Hawkins, Kaiqi Zhang, Zheng Zhang, Cong Hao
2021	J	`jnl`	3U-EdgeAI: Ultra-Low Memory Training, Ultra-Low BitwidthQuantization, and Ultra-Low Latency Acceleration. CoRR Yao Chen, Cole Hawkins, Kaiqi Zhang, Zheng Zhang, Cong Hao
2021	J	`jnl`	General-Purpose Bayesian Tensor Learning With Automatic Rank Determination and Uncertainty Quantification. Frontiers Artif. Intell. Kaiqi Zhang, Cole Hawkins, Zheng Zhang
2021	J	`jnl`	On-FPGA Training with Ultra Memory Reduction: A Low-Precision Tensor Method. CoRR Kaiqi Zhang, Cole Hawkins, Xiyuan Zhang, Cong Hao, Zheng Zhang
2021	J	`jnl`	Sparse Tucker Tensor Decomposition on a Hybrid FPGA-CPU Platform. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Weiyun Jiang, Kaiqi Zhang, Colin Yu Lin, Feng Xing, Zheng Zhang
2020	J	`jnl`	Active Subspace of Neural Networks: Structural Analysis and Universal Attacks. SIAM J. Math. Data Sci. Chunfeng Cui, Kaiqi Zhang, Talgat Daulbaev, Julia Gusak, Ivan V. Oseledets, Zheng Zhang
2020	J	`jnl`	Sparse Tucker Tensor Decomposition on a Hybrid FPGA-CPU Platform. CoRR Weiyun Jiang, Kaiqi Zhang, Colin Yu Lin, Feng Xing, Zheng Zhang
2019	J	`jnl`	Active Subspace of Neural Networks: Structural Analysis and Universal Attacks. CoRR Chunfeng Cui, Kaiqi Zhang, Talgat Daulbaev, Julia Gusak, Ivan V. Oseledets, Zheng Zhang
2019	J	`jnl`	Experimental Demonstration of Machine-Learning-Aided QoT Estimation in Multi-Domain Elastic Optical Networks with Alien Wavelengths. JOCN Roberto Proietti, Xiaoliang Chen, Kaiqi Zhang, Gengchen Liu, Mohammadsadegh Shamsabardeh, Alberto Castro, Luis Velasco, Zuqing Zhu, S. J. Ben Yoo
2019	—	`conf`	MWIR Solid-State Optical Phased Array Beam Steering using Germanium-Silicon Photonic Platform. OFC Mathias Prost, Yi-Chun Ling, Semih Cakmakyapan, Yu Zhang, Kaiqi Zhang, Junjie Hu, Yichi Zhang, S. J. Ben Yoo
2019	A	`conf`	Tucker Tensor Decomposition on FPGA. ICCAD Kaiqi Zhang, Xiyuan Zhang, Zheng Zhang
2019	J	`jnl`	Tucker Tensor Decomposition on FPGA. CoRR Kaiqi Zhang, Xiyuan Zhang, Zheng Zhang
2018	—	`conf`	Experimental Demonstration of Cognitive Provisioning and Alien Wavelength Monitoring in Multi-domain EON. OFC Roberto Proietti, Xiaoliang Chen, Alberto Castro, Gengchen Liu, Hongbo Lu, Kaiqi Zhang, Jiannan Guo, Zuqing Zhu, Luis Velasco, S. J. Ben Yoo
2018	—	`conf`	Experimental Demonstration of Flex-LIONS for Reconfigurable All-to-All Optical Interconnects. ECOC Xian Xiao, Roberto Proietti, Kaiqi Zhang, S. J. Ben Yoo
2018	J	`jnl`	Experimental Demonstration of a 64-Port Wavelength Routing Thin-CLOS System for Data Center Switching Architectures. JOCN Roberto Proietti, Xian Xiao, Kaiqi Zhang, Gengchen Liu, Hongbo Lu, Pouya Fotouhi, J. Messig, S. J. Ben Yoo
2018	—	`conf`	First Demonstration of FPGA-based Hitless Flexible Receiver with Blind Modulation Format Identification. OFC Gengchen Liu, Kaiqi Zhang, Roberto Proietti, Hongbo Lu, Zhi Ding, S. J. Ben Yoo
2018	—	`conf`	Sub-Wavelength-Pitch Silicon-Phatonic Optical Phased Array for Large Field-AF-Regard Coherent Optical Beam Steering. ECOC Yu Zhang, Yi-Chun Ling, Kaiqi Zhang, S. J. Ben Yoo
2018	—	`conf`	The First Testbed Demonstration of Cognitive End-to-End Optical Service Provisioning with Hierarchical Learning across Multiple Autonomous Systems. OFC Gengchen Liu, Kaiqi Zhang, Xiaoliang Chen, Hongbo Lu, Jiannan Guo, Jie Yin, Roberto Proietti, Zuqing Zhu, S. J. Ben Yoo
2018	—	`conf`	mmWave Beamforming using Photonic Signal Processing for Future 5G Mobile Systems. OFC Hongbo Lu, Gengchen Liu, Roberto Proietti, Vincent Squitieri, Kaiqi Zhang, Alberto Castro, Qun Jane Gu, Zhi Ding, S. J. Ben Yoo