b'Yifan Wu'

research

∙ 09/15/2023

Cure the headache of Transformers via Collinear Constrained Attention

As the rapid progression of practical applications based on Large Langua...

0 Shiyi Zhu, et al. ∙

research

∙ 09/14/2023

NutritionVerse: Empirical Study of Various Dietary Intake Estimation Approaches

Accurate dietary intake estimation is critical for informing policies an...

0 Chi-en Amy Tai, et al. ∙

research

∙ 04/26/2023

ESCM: An Efficient and Secure Communication Mechanism for UAV Networks

UAV (unmanned aerial vehicle) is rapidly gaining traction in various hum...

0 Haoxiang Luo, et al. ∙

research

∙ 04/21/2023

Fast GraspNeXt: A Fast Self-Attention Neural Network Architecture for Multi-task Learning in Computer Vision Tasks for Robotic Grasping on the Edge

Multi-task learning has shown considerable promise for improving the per...

0 Alexander Wong, et al. ∙

research

∙ 04/07/2023

The Rational Agent Benchmark for Data Visualization

Understanding how helpful a visualization is from experimental results i...

0 Yifan Wu, et al. ∙

research

∙ 03/15/2023

Learning to Incentivize Information Acquisition: Proper Scoring Rules Meet Principal-Agent Model

We study the incentivized information acquisition problem, where a princ...

0 Siyu Chen, et al. ∙

research

∙ 11/07/2022

Optimal Scoring Rules for Multi-dimensional Effort

This paper develops a framework for the design of scoring rules to optim...

0 Jason D. Hartline, et al. ∙

research

∙ 04/24/2022

Compression-Based Optimizations for Out-of-Core GPU Stencil Computation

An out-of-core stencil computation code handles large data whose size is...

0 Jingcheng Shen, et al. ∙

research

∙ 11/01/2021

Mixture Proportion Estimation and PU Learning: A Modern Approach

Given only positive examples and unlabeled examples (from both positive ...

0 Saurabh Garg, et al. ∙

research

∙ 09/24/2021

On the Fairness of Swarm Learning in Skin Lesion Classification

in healthcare. However, the existing AI model may be biased in its decis...

6 Di Fan, et al. ∙

research

∙ 09/12/2021

Accelerating GPU-Based Out-of-Core Stencil Computation with On-the-Fly Compression

Stencil computation is an important class of scientific applications tha...

0 Jingcheng Shen, et al. ∙

research

∙ 08/07/2021

Deformable Image Registration using Neural ODEs

Deformable image registration, aiming to find spatial correspondence bet...

0 Yifan Wu, et al. ∙

research

∙ 07/28/2021

Causal Support: Modeling Causal Inferences with Visualizations

Analysts often make visual causal inferences about possible data-generat...

0 Alex Kale, et al. ∙

research

∙ 06/12/2021

A Pseudo Label-wise Attention Network for Automatic ICD Coding

Automatic International Classification of Diseases (ICD) coding is defin...

2 Yifan Wu, et al. ∙

research

∙ 04/25/2021

Unsupervised Learning of Multi-level Structures for Anomaly Detection

The main difficulty in high-dimensional anomaly detection tasks is the l...

21 Songmin Dai, et al. ∙

research

∙ 04/06/2021

On the Optimality of Batch Policy Optimization Algorithms

Batch policy optimization considers leveraging existing data for policy ...

0 Chenjun Xiao, et al. ∙

research

∙ 03/08/2021

Instabilities of Offline RL with Pre-Trained Neural Representation

In offline reinforcement learning (RL), we seek to utilize offline data ...

15 Ruosong Wang, et al. ∙

research

∙ 03/07/2021

Estimating and Improving Fairness with Adversarial Learning

Fairness and accountability are two essential pillars for trustworthy Ar...

11 Xiaoxiao Li, et al. ∙

research

∙ 03/03/2021

Enhancing the Interactivity of Dataframe Queries by Leveraging Think Time

We propose opportunistic evaluation, a framework for accelerating intera...

0 Doris Xin, et al. ∙

research

∙ 01/29/2021

BridgeDPI: A Novel Graph Neural Network for Predicting Drug-Protein Interactions

Motivation: Exploring drug-protein interactions (DPIs) work as a pivotal...

11 Yifan Wu, et al. ∙

research

∙ 07/10/2020

Quantization in Relative Gradient Angle Domain For Building Polygon Estimation

Building footprint extraction in remote sensing data benefits many impor...

3 Yuhao Chen, et al. ∙

research

∙ 07/06/2020

Optimization of Scoring Rules

This paper introduces an objective for optimizing proper scoring rules. ...

0 Jason D. Hartline, et al. ∙

research

∙ 03/17/2020

A Unified View of Label Shift Estimation

Label shift describes the setting where although the label distribution ...

3 Saurabh Garg, et al. ∙

research

∙ 02/17/2020

Four-valued monitorability of ω-regular languages

Runtime Verification (RV) is a lightweight formal technique in which pro...

0 Zhe Chen, et al. ∙

research

∙ 12/24/2019

Learning to Combat Compounding-Error in Model-Based Reinforcement Learning

Despite its potential to improve sample complexity versus model-free app...

0 Chenjun Xiao, et al. ∙

research

∙ 12/12/2019

Game Design for Eliciting Distinguishable Behavior

The ability to inferring latent psychological traits from human behavior...

6 Fan Yang, et al. ∙

research

∙ 11/26/2019

Behavior Regularized Offline Reinforcement Learning

In reinforcement learning (RL) research, it is common to assume access t...

28 Yifan Wu, et al. ∙

research

∙ 07/10/2019

Enhanced generative adversarial network for 3D brain MRI super-resolution

Single image super-resolution (SISR) reconstruction for magnetic resonan...

0 Jiancong Wang, et al. ∙

research

∙ 06/28/2019

Programming with Timespans in Interactive Visualizations

Modern interactive visualizations are akin to distributed systems, where...

0 Yifan Wu, et al. ∙

research

∙ 06/28/2019

DIEL: Transparent Scaling for Interactive Visualization

We live in an era of big data and rich data visualization. As data sets ...

0 Yifan Wu, et al. ∙

research

∙ 03/18/2019

Securely Trading Unverifiable Information without Trust

In future, information may become one of the most important assets in ec...

0 Yuqing Kong, et al. ∙

research

∙ 03/15/2019

Predicting Academic Performance for College Students: A Campus Behavior Perspective

Detecting abnormal behaviors of students in time and providing personali...

0 Huaxiu Yao, et al. ∙

research

∙ 03/05/2019

Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment

Domain adaptation addresses the common problem when the target distribut...

0 Yifan Wu, et al. ∙

research

∙ 11/08/2018

Repetitive Motion Estimation Network: Recover cardiac and respiratory signal from thoracic imaging

Tracking organ motion is important in image-guided interventions, but mo...

0 Xiaoxiao Li, et al. ∙

research

∙ 10/10/2018

The Laplacian in RL: Learning Representations with Efficient Approximations

The smallest eigenvectors of the graph Laplacian are well-known to provi...

18 Yifan Wu, et al. ∙

research

∙ 07/25/2018

Aerial Imagery for Roof Segmentation: A Large-Scale Dataset towards Automatic Mapping of Buildings

Automatic mapping of buildings from remote sensing imagery is currently ...

6 Qi Chen, et al. ∙

research

∙ 06/23/2018

Privacy-Protective-GAN for Face De-identification

Face de-identification has become increasingly important as the image so...

2 Yifan Wu, et al. ∙

research

∙ 06/05/2018

Making Sense of Asynchrony in Interactive Data Visualizations

Asynchronous interfaces allow users to concurrently issue requests while...

0 Yifan Wu, et al. ∙

research

∙ 05/01/2018

Generating Synthetic X-ray Images of a Person from the Surface Geometry

We present a novel framework that learns to predict human anatomy from b...

4 Brian Teixeira, et al. ∙

research

∙ 02/13/2018

Towards Understanding the Generalization Bias of Two Layer Convolutional Linear Classifiers with Gradient Descent

A major challenge in understanding the generalization of deep learning i...

0 Yifan Wu, et al. ∙

research

∙ 03/23/2017

Planar Object Tracking in the Wild: A Benchmark

Planar object tracking plays an important role in computer vision and re...

0 Pengpeng Liang, et al. ∙

research

∙ 02/13/2016

Conservative Bandits

We study a novel multi-armed bandit problem that models the challenge fa...

0 Yifan Wu, et al. ∙

research

∙ 10/27/2015

Online Learning with Gaussian Payoffs and Side Observations

We consider a sequential learning problem with Gaussian payoffs and side...

0 Yifan Wu, et al. ∙

Yifan Wu

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