b'Yan Chen'

research

∙ 09/16/2023

MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer

Precise crop yield prediction provides valuable information for agricult...

0 Fudong Lin, et al. ∙

research

∙ 08/10/2023

DiLogics: Creating Web Automation Programs With Diverse Logics

Knowledge workers frequently encounter repetitive web data entry tasks, ...

0 Kevin Pu, et al. ∙

research

∙ 06/05/2023

Towards Adapting Computer Science Courses to AI Assistants' Capabilities

The use of AI assistants, along with the challenges they present, has sp...

0 Tianjia Wang, et al. ∙

research

∙ 06/01/2023

Pursuing Equilibrium of Medical Resources via Data Empowerment in Parallel Healthcare System

The imbalance between the supply and demand of healthcare resources is a...

0 Yi Yu, et al. ∙

research

∙ 05/05/2023

An arbitrary order Reconstructed Discontinuous Approximation to Biharmonic Interface Problem

We present an arbitrary order discontinuous Galerkin finite element meth...

0 Yan Chen, et al. ∙

research

∙ 04/07/2023

DATE: Domain Adaptive Product Seeker for E-commerce

Product Retrieval (PR) and Grounding (PG), aiming to seek image and obje...

0 Haoyuan Li, et al. ∙

research

∙ 03/31/2023

Deep Factor Model: A Novel Approach for Motion Compensated Multi-Dimensional MRI

Recent quantitative parameter mapping methods including MR fingerprintin...

0 Yan Chen, et al. ∙

research

∙ 02/28/2023

SMoA: Sparse Mixture of Adapters to Mitigate Multiple Dataset Biases

Recent studies reveal that various biases exist in different NLP tasks, ...

0 Yanchen Liu, et al. ∙

research

∙ 11/15/2022

An Ontology for the Social Determinants of Health Domain

Social determinants of health are societal factors, such as where a pers...

0 Navya Martin Kollapally, et al. ∙

research

∙ 11/11/2022

A monitoring framework for deployed machine learning models with supply chain examples

Actively monitoring machine learning models during production operations...

0 Bradley Eck, et al. ∙

research

∙ 11/01/2022

Self-Supervised Intensity-Event Stereo Matching

Event cameras are novel bio-inspired vision sensors that output pixel-le...

0 Jinjin Gu, et al. ∙

research

∙ 10/14/2022

Decentralized Policy Gradient for Nash Equilibria Learning of General-sum Stochastic Games

We study Nash equilibria learning of a general-sum stochastic game with ...

1 Yan Chen, et al. ∙

research

∙ 09/26/2022

Renewable Composite Quantile Method and Algorithm for Nonparametric Models with Streaming Data

We are interested in renewable estimations and algorithms for nonparamet...

0 Yan Chen, et al. ∙

research

∙ 07/11/2022

2D Beam Domain Statistical CSI Estimation for Massive MIMO Uplink

In this paper, we investigate the beam domain statistical channel state ...

0 An-An Lu, et al. ∙

research

∙ 05/25/2022

Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation

Many recent works indicate that the deep neural networks tend to take da...

0 Yanrui Du, et al. ∙

research

∙ 05/16/2022

Noise-Tolerant Learning for Audio-Visual Action Recognition

Recently, video recognition is emerging with the help of multi-modal lea...

0 Haochen Han, et al. ∙

research

∙ 04/11/2022

Towards Generalizable Semantic Product Search by Text Similarity Pre-training on Search Click Logs

Recently, semantic search has been successfully applied to e-commerce pr...

15 Zheng Liu, et al. ∙

research

∙ 03/18/2022

WebRobot: Web Robotic Process Automation using Interactive Programming-by-Demonstration

It is imperative to democratize robotic process automation (RPA), as RPA...

0 Rui Dong, et al. ∙

research

∙ 01/29/2022

Global Bias-Corrected Divide-and-Conquer by Quantile-Matched Composite for General Nonparametric Regressions

The issues of bias-correction and robustness are crucial in the strategy...

0 Yan Chen, et al. ∙

research

∙ 01/25/2022

RFMask: A Simple Baseline for Human Silhouette Segmentation with Radio Signals

Human silhouette segmentation, which is originally defined in computer v...

3 Zhi Wu, et al. ∙

research

∙ 12/16/2021

APTSHIELD: A Stable, Efficient and Real-time APT Detection System for Linux Hosts

Advanced Persistent Threat (APT) attack usually refers to the form of lo...

0 Tiantian Zhu, et al. ∙

research

∙ 12/16/2021

Radio-Assisted Human Detection

In this paper, we propose a radio-assisted human detection framework by ...

4 Chengrun Qiu, et al. ∙

research

∙ 12/16/2021

DuQM: A Chinese Dataset of Linguistically Perturbed Natural Questions for Evaluating the Robustness of Question Matching Models

In this paper, we focus on studying robustness evaluation of Chinese que...

3 Hongyu Zhu, et al. ∙

research

∙ 12/07/2021

RFGAN: RF-Based Human Synthesis

This paper demonstrates human synthesis based on the Radio Frequency (RF...

11 Cong Yu, et al. ∙

research

∙ 12/01/2021

Frequency Fitness Assignment: Optimization without a Bias for Good Solutions can be Efficient

A fitness assignment process transforms the features (such as the object...

6 Thomas Weise, et al. ∙

research

∙ 11/20/2021

Unsupervised Domain Adaptation for Device-free Gesture Recognition

Device free human gesture recognition with Radio Frequency signals has a...

7 Bin-Bin Zhang, et al. ∙

research

∙ 11/13/2021

AttacKG: Constructing Technique Knowledge Graph from Cyber Threat Intelligence Reports

Cyber attacks are becoming more sophisticated and diverse, making detect...

0 Zhenyuan Li, et al. ∙

research

∙ 11/11/2021

Towards Domain-Independent and Real-Time Gesture Recognition Using mmWave Signal

Human gesture recognition using millimeter wave (mmWave) signals provide...

6 Yadong Li, et al. ∙

research

∙ 05/25/2021

Securing Serverless Computing: Challenges, Solutions, and Opportunities

Serverless computing is a new cloud service model that reduces both clou...

0 Xing Li, et al. ∙

research

∙ 04/28/2021

Recent Advances on Non-Line-of-Sight Imaging: Conventional Physical Models, Deep Learning, and New Scenes

As an emerging technology that has attracted huge attention, non-line-of...

3 Ruixu Geng, et al. ∙

research

∙ 04/21/2021

Cyclic Arbitrage in Decentralized Exchange Markets

In May 2020, Uniswap V2 was officially launched on Ethereum. Uniswap V2 ...

0 Ye Wang, et al. ∙

research

∙ 04/02/2021

CAROM – Vehicle Localization and Traffic Scene Reconstruction from Monocular Cameras on Road Infrastructures

Traffic monitoring cameras are powerful tools for traffic management and...

0 Duo Lu, et al. ∙

research

∙ 10/28/2020

Towards Supporting Programming Education at Scale via Live Streaming

Live streaming, which allows streamers to broadcast their work to live v...

0 Yan Chen, et al. ∙

research

∙ 07/23/2020

Deep Learning Based Equalizer for MIMO-OFDM Systems with Insufficient Cyclic Prefix

In this paper, we study the equalization design for multiple-input multi...

0 Yan Sun, et al. ∙

research

∙ 07/11/2020

Is Machine Learning Speaking my Language? A Critical Look at the NLP-Pipeline Across 8 Human Languages

Natural Language Processing (NLP) is increasingly used as a key ingredie...

0 Esma Wali, et al. ∙

research

∙ 06/02/2020

Threat Detection and Investigation with System-level Provenance Graphs: A Survey

With the development of information technology, the border of the cybers...

0 Zhenyuan Li, et al. ∙

research

∙ 04/30/2020

White Paper on 6G Drivers and the UN SDGs

The commercial launch of 6G communications systems and United Nations Su...

0 Marja Matinmikko-Blue, et al. ∙

research

∙ 04/29/2020

White Paper on Critical and Massive Machine Type Communication Towards 6G

The society as a whole, and many vertical sectors in particular, is beco...

0 Nurul Huda Mahmood, et al. ∙

research

∙ 04/03/2020

Sifter: A Hybrid Workflow for Theme-based Video Curation at Scale

User-generated content platforms curate their vast repositories into the...

0 Yan Chen, et al. ∙

research

∙ 01/08/2020

Bayesian Inversion Of Generative Models For Geologic Storage Of Carbon Dioxide

Carbon capture and storage (CCS) can aid decarbonization of the atmosphe...

0 Gavin H. Graham, et al. ∙

research

∙ 01/06/2020

Frequency Fitness Assignment: Making Optimization Algorithms Invariant under Bijective Transformations of the Objective Function

Under Frequency Fitness Assignment (FFA), the fitness corresponding to a...

14 Thomas Weise, et al. ∙

research

∙ 06/04/2019

Modeling e-Learners' Cognitive and Metacognitive Strategy in Comparative Question Solving

Cognitive and metacognitive strategy had demonstrated a significant role...

0 Feng Tian, et al. ∙

research

∙ 04/11/2019

Generalizing Monocular 3D Human Pose Estimation in the Wild

The availability of the large-scale labeled 3D poses in the Human3.6M da...

0 Luyang Wang, et al. ∙

research

∙ 12/19/2018

Very Power Efficient Neural Time-of-Flight

Time-of-Flight (ToF) cameras require active illumination to obtain depth...

16 Yan Chen, et al. ∙

research

∙ 12/12/2018

Turbo-like Iterative Multi-user Receiver Design for 5G Non-orthogonal Multiple Access

Non-orthogonal multiple access (NoMA) as an efficient way of radio resou...

0 Xiangming Meng, et al. ∙

research

∙ 12/12/2018

A Universal Receiver for Uplink NOMA Systems

Given its capability in efficient radio resource sharing, non-orthogonal...

0 Xiangming Meng, et al. ∙

research

∙ 05/08/2018

eBPF-based Content and Computation-aware Communication for Real-time Edge Computing

By placing computation resources within a one-hop wireless topology, the...

0 Sabur Baidya, et al. ∙

research

∙ 05/03/2018

IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection

Incidental scene text detection, especially for multi-oriented text regi...

0 Qiangpeng Yang, et al. ∙

research

∙ 02/12/2018

Towards the Standardization of Non-orthogonal Multiple Access for Next Generation Wireless Networks

Non-orthogonal multiple access (NoMA) as an efficient way of radio resou...

0 Yan Chen, et al. ∙

research

∙ 01/16/2018

Reed-Muller Sequences for 5G Grant-free Massive Access

We propose to use second order Reed-Muller (RM) sequence for user identi...

0 Huazi Zhang, et al. ∙

Yan Chen

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