b'Xinyi Chen'

research

∙ 09/12/2023

Performance Bounds for Near-Field Localization with Widely-Spaced Multi-Subarray mmWave/THz MIMO

This paper investigates the potential of near-field localization using w...

0 Songjie Yang, et al. ∙

research

∙ 09/03/2023

Influence of Publication Capacity on Journal Impact Factor for International Open Access Journals from China: Insights from Microeconomic Analysis

The evolving landscape of open access (OA) journal publishing holds sign...

0 Xinyi Chen, et al. ∙

research

∙ 08/29/2023

Unleashing the Potential of Spiking Neural Networks for Sequential Modeling with Contextual Embedding

The human brain exhibits remarkable abilities in integrating temporally ...

0 Xinyi Chen, et al. ∙

research

∙ 05/26/2023

A Hybrid Neural Coding Approach for Pattern Recognition with Spiking Neural Networks

The biological neural systems evolved to adapt to ecological environment...

0 Xinyi Chen, et al. ∙

research

∙ 05/14/2023

SongDriver2: Real-time Emotion-based Music Arrangement with Soft Transition

Real-time emotion-based music arrangement, which aims to transform a giv...

0 Zihao Wang, et al. ∙

research

∙ 04/18/2023

Variational Relational Point Completion Network for Robust 3D Classification

Real-scanned point clouds are often incomplete due to viewpoint, occlusi...

0 Liang Pan, et al. ∙

research

∙ 02/15/2023

A lightweight network for photovoltaic cell defect detection in electroluminescence images based on neural architecture search and knowledge distillation

Nowadays, the rapid development of photovoltaic(PV) power stations requi...

0 Jinxia Zhang, et al. ∙

research

∙ 02/07/2023

Sketchy: Memory-efficient Adaptive Regularization with Frequent Directions

Adaptive regularization methods that exploit more than the diagonal entr...

1 Vladimir Feinberg, et al. ∙

research

∙ 01/19/2023

A Nonstochastic Control Approach to Optimization

Tuning optimizer hyperparameters, notably the learning rate to a particu...

0 Xinyi Chen, et al. ∙

research

∙ 11/03/2022

D^2SLAM: Decentralized and Distributed Collaborative Visual-inertial SLAM System for Aerial Swarm

In recent years, aerial swarm technology has developed rapidly. In order...

0 Hao Xu, et al. ∙

research

∙ 08/11/2022

Does Cross-Field Influence Regional and Field-Specific Distributions of Highly Cited Researchers?

Clarivate Analytics announces highly cited researchers (HCRs) every Nove...

0 Xinyi Chen, et al. ∙

research

∙ 08/08/2022

Fast 3D Sparse Topological Skeleton Graph Generation for Mobile Robot Global Planning

In recent years, mobile robots are becoming ambitious and deployed in la...

0 Xinyi Chen, et al. ∙

research

∙ 11/19/2021

Machine Learning for Mechanical Ventilation Control (Extended Abstract)

Mechanical ventilation is one of the most widely used therapies in the I...

3 Daniel Suo, et al. ∙

research

∙ 10/15/2021

Provable Regret Bounds for Deep Online Learning and Control

The use of deep neural networks has been highly successful in reinforcem...

0 Xinyi Chen, et al. ∙

research

∙ 09/22/2021

Control of Pneumatic Artificial Muscles with SNN-based Cerebellar-like Model

Soft robotics technologies have gained growing interest in recent years,...

0 Hongbo Zhang, et al. ∙

research

∙ 07/16/2021

Robust Online Control with Model Misspecification

We study online control of an unknown nonlinear dynamical system that is...

0 Xinyi Chen, et al. ∙

research

∙ 06/17/2021

A Deep Reinforcement Learning Approach towards Pendulum Swing-up Problem based on TF-Agents

Adapting the idea of training CartPole with Deep Q-learning agent, we ar...

0 Yifei Bi, et al. ∙

research

∙ 04/27/2021

Unsupervised 3D Shape Completion through GAN Inversion

Most 3D shape completion approaches rely heavily on partial-complete sha...

12 Junzhe Zhang, et al. ∙

research

∙ 04/20/2021

Variational Relational Point Completion Network

Real-scanned point clouds are often incomplete due to viewpoint, occlusi...

0 Liang Pan, et al. ∙

research

∙ 02/12/2021

Machine Learning for Mechanical Ventilation Control

We consider the problem of controlling an invasive mechanical ventilator...

14 Daniel Suo, et al. ∙

research

∙ 10/22/2020

FUEL: Fast UAV Exploration using Incremental Frontier Structure and Hierarchical Planning

Autonomous exploration is a fundamental problem for various applications...

0 Boyu Zhou, et al. ∙

research

∙ 07/13/2020

Black-Box Control for Linear Dynamical Systems

We consider the problem of controlling an unknown linear time-invariant ...

0 Xinyi Chen, et al. ∙

research

∙ 03/02/2020

Online Agnostic Boosting via Regret Minimization

Boosting is a widely used machine learning approach based on the idea of...

0 Nataly Brukhim, et al. ∙

research

∙ 11/17/2019

Optimizing Ordered Graph Algorithms with GraphIt

Many graph problems can be solved using ordered parallel graph algorithm...

0 Yunming Zhang, et al. ∙

research

∙ 11/17/2019

PriorityGraph: A Unified Programming Model for Optimizing Ordered Graph Algorithms

Many graph problems can be solved using ordered parallel graph algorithm...

0 Yunming Zhang, et al. ∙

research

∙ 06/11/2019

Calibration, Entropy Rates, and Memory in Language Models

Building accurate language models that capture meaningful long-term depe...

1 Mark Braverman, et al. ∙

research

∙ 02/12/2019

Extreme Tensoring for Low-Memory Preconditioning

State-of-the-art models are now trained with billions of parameters, rea...

0 Xinyi Chen, et al. ∙

research

∙ 06/08/2018

The Case for Full-Matrix Adaptive Regularization

Adaptive regularization methods come in diagonal and full-matrix variant...

0 Naman Agarwal, et al. ∙

research

∙ 02/25/2018

Online Learning of Quantum States

Suppose we have many copies of an unknown n-qubit state ρ. We measure so...

0 Scott Aaronson, et al. ∙

Xinyi Chen

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