Yuzhou Chen | DeepAI

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∙ 08/18/2023

SpOctA: A 3D Sparse Convolution Accelerator with Octree-Encoding-Based Map Search and Inherent Sparsity-Aware Processing

Point-cloud-based 3D perception has attracted great attention in various...

0 Dongxu Lyu, et al. ∙

∙ 03/25/2023

Topological Pooling on Graphs

Graph neural networks (GNNs) have demonstrated a significant success in ...

0 Yuzhou Chen, et al. ∙

∙ 03/20/2023

Seven open problems in applied combinatorics

We present and discuss seven different open problems in applied combinat...

0 Sinan G. Aksoy, et al. ∙

∙ 03/15/2023

Efficient Planning of Multi-Robot Collective Transport using Graph Reinforcement Learning with Higher Order Topological Abstraction

Efficient multi-robot task allocation (MRTA) is fundamental to various t...

0 Steve Paul, et al. ∙

∙ 11/18/2022

Learning on Health Fairness and Environmental Justice via Interactive Visualization

This paper introduces an interactive visualization interface with a mach...

0 Abdullah-Al-Raihan Nayeem, et al. ∙

∙ 11/14/2022

Evaluating Distribution System Reliability with Hyperstructures Graph Convolutional Nets

Nowadays, it is broadly recognized in the power system community that to...

0 Yuzhou Chen, et al. ∙

∙ 11/07/2022

ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery

In computer-aided drug discovery (CADD), virtual screening (VS) is used ...

0 Andac Demir, et al. ∙

∙ 12/13/2021

BScNets: Block Simplicial Complex Neural Networks

Simplicial neural networks (SNN) have recently emerged as the newest dir...

16 Yuzhou Chen, et al. ∙

∙ 10/29/2021

Topological Relational Learning on Graphs

Graph neural networks (GNNs) have emerged as a powerful tool for graph c...

4 Yuzhou Chen, et al. ∙

∙ 10/21/2021

Using NASA Satellite Data Sources and Geometric Deep Learning to Uncover Hidden Patterns in COVID-19 Clinical Severity

As multiple adverse events in 2021 illustrated, virtually all aspects of...

9 Ignacio Segovia Dominguez, et al. ∙

∙ 05/10/2021

Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting

There recently has been a surge of interest in developing a new class of...

59 Yuzhou Chen, et al. ∙

∙ 09/04/2020

LFGCN: Levitating over Graphs with Levy Flights

Due to high utility in many applications, from social networks to blockc...

2 Yuzhou Chen, et al. ∙

∙ 02/24/2019

Snowboot: Bootstrap Methods for Network Inference

Complex networks are used to describe a broad range of disparate social ...

0 Yuzhou Chen, et al. ∙

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