b'Hao Wu'

research

∙ 09/17/2023

Efficient Pyramid Channel Attention Network for Pathological Myopia Detection

Pathological myopia (PM) is the leading ocular disease for impaired visi...

0 Xiaoqing Zhang, et al. ∙

research

∙ 09/11/2023

Reaction coordinate flows for model reduction of molecular kinetics

In this work, we introduce a flow based machine learning approach, calle...

0 Hao Wu, et al. ∙

research

∙ 08/23/2023

Enhancing cardiovascular risk prediction through AI-enabled calcium-omics

Background. Coronary artery calcium (CAC) is a powerful predictor of maj...

0 Ammar Hoori, et al. ∙

research

∙ 08/22/2023

Information Bottleneck Revisited: Posterior Probability Perspective with Optimal Transport

Information bottleneck (IB) is a paradigm to extract information in one ...

0 Lingyi Chen, et al. ∙

research

∙ 08/19/2023

RIS-assisted High-Speed Railway Integrated Sensing and Communication System

One technology that has the potential to improve wireless communications...

0 Panpan Li, et al. ∙

research

∙ 08/14/2023

MM-GEF: Multi-modal representation meet collaborative filtering

In modern e-commerce, item content features in various modalities offer ...

0 Hao Wu, et al. ∙

research

∙ 08/06/2023

AI-GOMS: Large AI-Driven Global Ocean Modeling System

Ocean modeling is a powerful tool for simulating the physical, chemical,...

0 Wei Xiong, et al. ∙

research

∙ 07/22/2023

Intelligent Remote Sensing Image Quality Inspection System

Quality inspection is a necessary task before putting any remote sensing...

0 Yijiong Yu, et al. ∙

research

∙ 07/03/2023

Wasserstein-1 distance and nonuniform Berry-Esseen bound for a supercritical branching process in a random environment

Let (Z_n)_n≥ 0 be a supercritical branching process in an independent an...

0 Hao Wu, et al. ∙

research

∙ 06/27/2023

Cardiac CT perfusion imaging of pericoronary adipose tissue (PCAT) highlights potential confounds in coronary CTA

Features of pericoronary adipose tissue (PCAT) assessed from coronary co...

0 Hao Wu, et al. ∙

research

∙ 06/21/2023

Rényi–Sobolev Inequalities and Connections to Spectral Graph Theory

In this paper, we generalize the log-Sobolev inequalities to Rényi–Sobol...

0 Lei Yu, et al. ∙

research

∙ 05/31/2023

Parameterized Wasserstein Hamiltonian Flow

In this work, we propose a numerical method to compute the Wasserstein H...

0 Hao Wu, et al. ∙

research

∙ 05/25/2023

Towards Language-guided Interactive 3D Generation: LLMs as Layout Interpreter with Generative Feedback

Generating and editing a 3D scene guided by natural language poses a cha...

0 Yiqi Lin, et al. ∙

research

∙ 05/19/2023

PastNet: Introducing Physical Inductive Biases for Spatio-temporal Video Prediction

In this paper, we investigate the challenge of spatio-temporal video pre...

0 Hao Wu, et al. ∙

research

∙ 05/06/2023

Asynchronous multi-class traffic management in wide area networks

The emergence of new applications brings multi-class traffic with divers...

0 Hao Wu, et al. ∙

research

∙ 05/04/2023

Variations on a Theme by Blahut and Arimoto

The Blahut-Arimoto (BA) algorithm has played a fundamental role in the n...

0 Lingyi Chen, et al. ∙

research

∙ 04/25/2023

Efficient Bayesian inference using physics-informed invertible neural networks for inverse problems

In the paper, we propose a novel approach for solving Bayesian inverse p...

0 Xiaofei Guan, et al. ∙

research

∙ 03/08/2023

Immune Defense: A Novel Adversarial Defense Mechanism for Preventing the Generation of Adversarial Examples

The vulnerability of Deep Neural Networks (DNNs) to adversarial examples...

0 Jinwei Wang, et al. ∙

research

∙ 03/06/2023

Joint Optimization of Relay Selection and Transmission Scheduling for UAV-Aided mmWave Vehicular Networks

To deal with the explosive growth of mobile traffic, millimeter-wave (mm...

0 Jing Li, et al. ∙

research

∙ 02/22/2023

Do We Really Need Complicated Model Architectures For Temporal Networks?

Recurrent neural network (RNN) and self-attention mechanism (SAM) are th...

0 Weilin Cong, et al. ∙

research

∙ 02/11/2023

Network-Assisted Full-Duplex Cell-Free mmWave Massive MIMO Systems with DAC Quantization and Fronthaul Compression

In this paper, we investigate network-assisted full-duplex (NAFD) cell-f...

0 Jiamin Li, et al. ∙

research

∙ 02/07/2023

IB-UQ: Information bottleneck based uncertainty quantification for neural function regression and neural operator learning

In this paper, a novel framework is established for uncertainty quantifi...

0 Ling Guo, et al. ∙

research

∙ 01/31/2023

Tight Data Access Bounds for Private Top-k Selection

We study the top-k selection problem under the differential privacy mode...

0 Hao Wu, et al. ∙

research

∙ 01/28/2023

A Closer Look at Few-shot Classification Again

Few-shot classification consists of a training phase where a model is le...

0 Xu Luo, et al. ∙

research

∙ 12/21/2022

MoQuad: Motion-focused Quadruple Construction for Video Contrastive Learning

Learning effective motion features is an essential pursuit of video repr...

0 Yuan Liu, et al. ∙

research

∙ 12/20/2022

A Communication Optimal Transport Approach to the Computation of Rate Distortion Functions

In this paper, we propose a new framework named Communication Optimal Tr...

0 Shitong Wu, et al. ∙

research

∙ 12/15/2022

Online Handbook of Argumentation for AI: Volume 3

This volume contains revised versions of the papers selected for the thi...

0 Lars Bengel, et al. ∙

research

∙ 12/06/2022

A Realizable GAS-based Quantum Algorithm for Traveling Salesman Problem

The paper proposes a quantum algorithm for the traveling salesman proble...

0 Jieao Zhu, et al. ∙

research

∙ 12/03/2022

An ADMM-Incorporated Latent Factorization of Tensors Method for QoS Prediction

As the Internet developed rapidly, it is important to choose suitable we...

0 Jiajia Mi, et al. ∙

research

∙ 11/28/2022

RIS-assisted Scheduling for High-Speed Railway Secure Communications

With the rapid development of high-speed railway systems and railway wir...

0 Panpan Li, et al. ∙

research

∙ 10/17/2022

Track Targets by Dense Spatio-Temporal Position Encoding

In this work, we propose a novel paradigm to encode the position of targ...

0 Jinkun Cao, et al. ∙

research

∙ 10/16/2022

A Uniquely Solvable, Positivity-Preserving and Unconditionally Energy Stable Numerical Scheme for the Functionalized Cahn-Hilliard Equation with Logarithmic Potential

We propose and analyze a first-order finite difference scheme for the fu...

0 Wenbin Chen, et al. ∙

research

∙ 10/04/2022

Enhancing Spatiotemporal Prediction Model using Modular Design and Beyond

Predictive learning uses a known state to generate a future state over a...

0 Haoyu Pan, et al. ∙

research

∙ 09/12/2022

FP8 Formats for Deep Learning

FP8 is a natural progression for accelerating deep learning training inf...

0 Paulius Micikevicius, et al. ∙

research

∙ 08/30/2022

AVMiner: Expansible and Semantic-Preserving Anti-Virus Labels Mining Method

With the increase in the variety and quantity of malware, there is an ur...

0 Ligeng Chen, et al. ∙

research

∙ 08/17/2022

Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction

Target-oriented Opinion Words Extraction (TOWE) is a fine-grained sentim...

0 Yidong Wang, et al. ∙

research

∙ 08/16/2022

Direct Sum Theorems From Fortification

We revisit the direct sum theorems in communication complexity which ask...

0 Hao Wu, et al. ∙

research

∙ 08/16/2022

An Optimal Transport Approach to the Computation of the LM Rate

Mismatch capacity characterizes the highest information rate for a chann...

0 Wenhao Ye, et al. ∙

research

∙ 08/16/2022

The Moment Passing Method for Wireless Channel Capacity Estimation

Wireless network capacity can be regarded as the most important performa...

0 Han Hao, et al. ∙

research

∙ 08/14/2022

β-Divergence-Based Latent Factorization of Tensors model for QoS prediction

A nonnegative latent factorization of tensors (NLFT) model can well mode...

0 Zemiao Peng, et al. ∙

research

∙ 08/08/2022

Distinctive Image Captioning via CLIP Guided Group Optimization

Image captioning models are usually trained according to human annotated...

7 Youyuan Zhang, et al. ∙

research

∙ 08/04/2022

A novel robot calibration method with plane constraint based on dial indicator

In pace with the electronic technology development and the production te...

0 Tinghui Chen, et al. ∙

research

∙ 07/21/2022

A Labelled Sequent Calculus for Public Announcement Logic

Public announcement logic(PAL) is an extension of epistemic logic (EL) w...

0 Hao Wu, et al. ∙

research

∙ 06/23/2022

The Effective Sample Size in Bayesian Information Criterion for Level-Specific Fixed and Random Effects Selection in a Two-Level Nested Model

Popular statistical software provides Bayesian information criterion (BI...

0 Sun-Joo Cho, et al. ∙

research

∙ 06/20/2022

Walking to Hide: Privacy Amplification via Random Message Exchanges in Network

The *shuffle model* is a powerful tool to amplify the privacy guarantees...

0 Hao Wu, et al. ∙

research

∙ 06/04/2022

All One Needs to Know about Priors for Deep Image Restoration and Enhancement: A Survey

Image restoration and enhancement is a process of improving the image qu...

0 Yunfan Lu, et al. ∙

research

∙ 05/30/2022

Edge YOLO: Real-Time Intelligent Object Detection System Based on Edge-Cloud Cooperation in Autonomous Vehicles

Driven by the ever-increasing requirements of autonomous vehicles, such ...

0 Siyuan Liang, et al. ∙

research

∙ 05/28/2022

Triple-Band Scheduling with Millimeter Wave and Terahertz Bands for Wireless Backhaul

With the explosive growth of mobile traffic demand, densely deployed sma...

0 Yibing Wang, et al. ∙

research

∙ 05/19/2022

Comparison on the criticality parameters for two supercritical branching processes in random environments

Let {Z_1,n , n≥ 0} and {Z_2,n, n≥ 0} be two supercritical branching proc...

0 Xiequan Fan, et al. ∙

research

∙ 05/19/2022

Scheduling of UAV-assisted Millimeter Wave Communications for High-Speed Railway

To exploit richer spectrum resources for even better service quality, mi...

0 Yibing Wang, et al. ∙

Hao Wu

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