b'Sheng Yang'

research

∙ 05/07/2023

Outage and DMT Analysis of Partition-based Schemes for RIS-aided MIMO Fading Channels

In this paper, we investigate the performance of multiple-input multiple...

0 Andreas Nicolaides, et al. ∙

research

∙ 01/26/2023

Neural networks learn to magnify areas near decision boundaries

We study how training molds the Riemannian geometry induced by neural ne...

0 Jacob A. Zavatone-Veth, et al. ∙

research

∙ 11/02/2022

Backdoor Defense via Suppressing Model Shortcuts

Recent studies have demonstrated that deep neural networks (DNNs) are vu...

0 Sheng Yang, et al. ∙

research

∙ 10/31/2022

The Numerical Stability of Hyperbolic Representation Learning

Given the exponential growth of the volume of the ball w.r.t. its radius...

0 Gal Mishne, et al. ∙

research

∙ 08/17/2022

STTAR: Surgical Tool Tracking using off-the-shelf Augmented Reality Head-Mounted Displays

The use of Augmented Reality (AR) for navigation purposes has shown bene...

0 Alejandro Martin-Gomez, et al. ∙

research

∙ 08/03/2022

SuperLine3D: Self-supervised Line Segmentation and Description for LiDAR Point Cloud

Poles and building edges are frequently observable objects on urban road...

4 Xiangrui Zhao, et al. ∙

research

∙ 07/26/2022

Approximation Algorithms for Scheduling under Non-Uniform Machine-Dependent Delays

We consider the problem of scheduling precedence-constrained jobs on het...

0 Rajmohan Rajaraman, et al. ∙

research

∙ 07/04/2022

Correlated Stochastic Knapsack with a Submodular Objective

We study the correlated stochastic knapsack problem of a submodular targ...

0 Sheng Yang, et al. ∙

research

∙ 03/07/2022

DIDO: Deep Inertial Quadrotor Dynamical Odometry

In this work, we propose an interoceptive-only state estimation system f...

0 Kunyi Zhang, et al. ∙

research

∙ 01/19/2022

Rate Splitting for General Multicast

Immersive video, such as virtual reality (VR) and multi-view videos, is ...

0 Lingzhi Zhao, et al. ∙

research

∙ 01/19/2022

An Optimization Framework for General Rate Splitting for General Multicast

Immersive video, such as virtual reality (VR) and multi-view videos, is ...

0 Lingzhi Zhao, et al. ∙

research

∙ 10/27/2021

Context-Tree-Based Lossy Compression and Its Application to CSI Representation

We propose novel compression algorithms to time-varying channel state in...

0 Henrique K. Miyamoto, et al. ∙

research

∙ 08/11/2021

Road Mapping and Localization using Sparse Semantic Visual Features

We present a novel method for visual mapping and localization for autono...

0 Wentao Cheng, et al. ∙

research

∙ 07/20/2021

Adaptive Streaming of 360 Videos with Perfect, Imperfect, and Unknown FoV Viewing Probabilities in Wireless Networks

This paper investigates adaptive streaming of one or multiple tiled 360 ...

0 Lingzhi Zhao, et al. ∙

research

∙ 04/20/2021

Transmit Correlation Diversity: Generalization, New Techniques, and Improved Bounds

When the users in a MIMO broadcast channel experience different spatial ...

0 Fan Zhang, et al. ∙

research

∙ 04/04/2021

Learning Image Aesthetic Assessment from Object-level Visual Components

As it is said by Van Gogh, great things are done by a series of small th...

0 Jingwen Hou, et al. ∙

research

∙ 01/07/2021

Progressive Self-Guided Loss for Salient Object Detection

We present a simple yet effective progressive self-guided loss function ...

29 Sheng Yang, et al. ∙

research

∙ 10/27/2020

A Method of Generating Measurable Panoramic Image for Indoor Mobile Measurement System

This paper designs a technique route to generate high-quality panoramic ...

2 Hao Ma, et al. ∙

research

∙ 10/27/2020

A Simple and Efficient Registration of 3D Point Cloud and Image Data for Indoor Mobile Mapping System

Registration of 3D LiDAR point clouds with optical images is critical in...

12 Hao Ma, et al. ∙

research

∙ 09/24/2020

The Optimal DoF for the Noncoherent MIMO Channel with Generic Block Fading

The high-SNR capacity of the noncoherent MIMO channel has been derived f...

0 Khac-Hoang Ngo, et al. ∙

research

∙ 09/24/2020

Joint Constellation Design for Noncoherent MIMO Multiple-Access Channels

We consider the joint constellation design problem for the noncoherent m...

0 Khac-Hoang Ngo, et al. ∙

research

∙ 03/29/2020

ClusterVO: Clustering Moving Instances and Estimating Visual Odometry for Self and Surroundings

We present ClusterVO, a stereo Visual Odometry which simultaneously clus...

0 Jiahui Huang, et al. ∙

research

∙ 02/17/2020

Rate Splitting for Multi-Antenna Downlink: Precoder Design and Practical Implementation

Rate splitting (RS) is a potentially powerful and flexible technique for...

0 Zheng Li, et al. ∙

research

∙ 01/14/2020

Joint Constellation Design for the Two-User Non-Coherent Multiple-Access Channel

We consider the joint constellation design problem for the two-user non-...

0 Khac-Hoang Ngo, et al. ∙

research

∙ 11/30/2019

Morphing and Sampling Network for Dense Point Cloud Completion

3D point cloud completion, the task of inferring the complete geometric ...

16 Minghua Liu, et al. ∙

research

∙ 10/09/2019

High-Dimensional Stochastic Gradient Quantization for Communication-Efficient Edge Learning

Edge machine learning involves the deployment of learning algorithms at ...

0 Yuqing Du, et al. ∙

research

∙ 06/17/2019

Near Optimal Coflow Scheduling in Networks

The coflow scheduling problem has emerged as a popular abstraction in th...

0 Mosharaf Chowdhury, et al. ∙

research

∙ 05/27/2019

Multi-User Detection Based on Expectation Propagation for the Non-Coherent SIMO Multiple Access Channel

We consider the non-coherent single-input multiple-output (SIMO) multipl...

0 Khac-Hoang Ngo, et al. ∙

research

∙ 05/21/2019

Cube-Split: A Structured Grassmannian Constellation for Non-Coherent SIMO Communications

In this paper, we propose a practical structured constellation for non-c...

0 Khac-Hoang Ngo, et al. ∙

research

∙ 04/07/2019

A Dilated Inception Network for Visual Saliency Prediction

Recently, with the advent of deep convolutional neural networks (DCNN), ...

0 Sheng Yang, et al. ∙

research

∙ 03/21/2019

Towards Robust Curve Text Detection with Conditional Spatial Expansion

It is challenging to detect curve texts due to their irregular shapes an...

0 Zichuan Liu, et al. ∙

research

∙ 01/23/2019

A Fundamental Storage-Communication Tradeoff in Distributed Computing with Straggling Nodes

The optimal storage-computation tradeoff is characterized for a MapReduc...

0 Qifa Yan, et al. ∙

research

∙ 08/06/2018

Linearly Precoded Rate Splitting: Optimality and Non-Optimality for MIMO Broadcast Channels

In this paper, we consider a general K-user multiple-input multiple-outp...

0 Zheng Li, et al. ∙

research

∙ 06/20/2018

Storage, Computation, and Communication: A Fundamental Tradeoff in Distributed Computing

We consider a MapReduce-like distributed computing system. We derive a l...

0 Qifa Yan, et al. ∙

research

∙ 06/11/2018

The Optimal DoF Region for the Two-User Non-Coherent SIMO Multiple-Access Channel

The optimal degree-of-freedom (DoF) region of the non-coherent multiple-...

0 Khac-Hoang Ngo, et al. ∙

research

∙ 05/31/2018

QuickIM: Efficient, Accurate and Robust Influence Maximization Algorithm on Billion-Scale Networks

The Influence Maximization (IM) problem aims at finding k seed vertices ...

0 Rong Zhu, et al. ∙

research

∙ 05/26/2018

A Storage-Computation-Communication Tradeoff for Distributed Computing

This paper investigates distributed computing systems where computations...

0 Qifa Yan, et al. ∙

research

∙ 05/22/2018

Learning Markov Clustering Networks for Scene Text Detection

A novel framework named Markov Clustering Network (MCN) is proposed for ...

0 Zichuan Liu, et al. ∙

research

∙ 05/10/2018

Exploiting Location Information to Enhance Throughput in Downlink V2I Systems

Vehicle-to-Infrastructure (V2I) technology, combined with millimeter wav...

0 Zheng Li, et al. ∙

research

∙ 01/09/2018

Placement Delivery Array Design for Combination Networks with Edge Caching

A major limitation for implementing coded caching techniques into practi...

0 Qifa Yan, et al. ∙

research

∙ 01/08/2018

Utility Optimal Scheduling for Coded Caching in General Topologies

We consider coded caching over the fading broadcast channel, where the u...

0 Richard Combes, et al. ∙

Sheng Yang

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