b'Xinyu Zhang'

research

∙ 09/19/2023

Task Graph offloading via Deep Reinforcement Learning in Mobile Edge Computing

Various mobile applications that comprise dependent tasks are gaining wi...

0 Jiagang Liu, et al. ∙

research

∙ 09/13/2023

DEFormer: DCT-driven Enhancement Transformer for Low-light Image and Dark Vision

The goal of low-light image enhancement is to restore the color and deta...

0 Xiangchen Yin, et al. ∙

research

∙ 09/13/2023

Tackling the Non-IID Issue in Heterogeneous Federated Learning by Gradient Harmonization

Federated learning (FL) is a privacy-preserving paradigm for collaborati...

0 Xinyu Zhang, et al. ∙

research

∙ 09/12/2023

Fast Sparse PCA via Positive Semidefinite Projection for Unsupervised Feature Selection

In the field of unsupervised feature selection, sparse principal compone...

0 Junjing Zheng, et al. ∙

research

∙ 09/06/2023

Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs

Large language models (LLMs), such as ChatGPT and GPT-4, are versatile a...

0 Chao Feng, et al. ∙

research

∙ 09/04/2023

Frequentist Model Averaging for Global Fréchet Regression

To consider model uncertainty in global Fréchet regression and improve d...

0 Xingyu Yan, et al. ∙

research

∙ 09/04/2023

Unified Pre-training with Pseudo Texts for Text-To-Image Person Re-identification

The pre-training task is indispensable for the text-to-image person re-i...

0 Zhiyin Shao, et al. ∙

research

∙ 08/30/2023

Optimizing Factual Accuracy in Text Generation through Dynamic Knowledge Selection

Language models (LMs) have revolutionized the way we interact with infor...

0 Hongjin Qian, et al. ∙

research

∙ 08/24/2023

SkipcrossNets: Adaptive Skip-cross Fusion for Road Detection

Multi-modal fusion is increasingly being used for autonomous driving tas...

0 Xinyu Zhang, et al. ∙

research

∙ 07/31/2023

HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution

The rise of large language models (LLMs) had a transformative impact on ...

0 Ehsan Kamalloo, et al. ∙

research

∙ 07/31/2023

Text-CRS: A Generalized Certified Robustness Framework against Textual Adversarial Attacks

The language models, especially the basic text classification models, ha...

0 Xinyu Zhang, et al. ∙

research

∙ 07/27/2023

Tactile Bodily Gaze Mapping Could Regulate Human Attention

Increasing individuals' awareness of their own body signals can lead to ...

0 Songlin Xu, et al. ∙

research

∙ 07/26/2023

Reinforced Potential Field for Multi-Robot Motion Planning in Cluttered Environments

Motion planning is challenging for multiple robots in cluttered environm...

0 Dengyu Zhang, et al. ∙

research

∙ 07/25/2023

Optical Flow boosts Unsupervised Localization and Segmentation

Unsupervised localization and segmentation are long-standing robot visio...

0 Xinyu Zhang, et al. ∙

research

∙ 07/17/2023

ROFusion: Efficient Object Detection using Hybrid Point-wise Radar-Optical Fusion

Radars, due to their robustness to adverse weather conditions and abilit...

0 Liu Liu, et al. ∙

research

∙ 07/15/2023

Towards Optimal Neural Networks: the Role of Sample Splitting in Hyperparameter Selection

When artificial neural networks have demonstrated exceptional practical ...

0 Shijin Gong, et al. ∙

research

∙ 06/02/2023

GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration

Noticing the urgent need to provide tools for fast and user-friendly qua...

0 Aleksandra Piktus, et al. ∙

research

∙ 05/30/2023

Multi-source adversarial transfer learning for ultrasound image segmentation with limited similarity

Lesion segmentation of ultrasound medical images based on deep learning ...

0 Yifu Zhang, et al. ∙

research

∙ 05/23/2023

Neural Image Re-Exposure

The shutter strategy applied to the photo-shooting process has a signifi...

0 Xinyu Zhang, et al. ∙

research

∙ 05/18/2023

Spectral Change Point Estimation for High Dimensional Time Series by Sparse Tensor Decomposition

We study the problem of change point (CP) detection with high dimensiona...

0 Xinyu Zhang, et al. ∙

research

∙ 05/17/2023

Optimal Weighted Random Forests

The random forest (RF) algorithm has become a very popular prediction me...

0 Xinyu Chen, et al. ∙

research

∙ 05/14/2023

Path Planning for Air-Ground Robot Considering Modal Switching Point Optimization

An innovative sort of mobility platform that can both drive and fly is t...

0 Xiaoyu Wang, et al. ∙

research

∙ 05/10/2023

Evaluating Embedding APIs for Information Retrieval

The ever-increasing size of language models curtails their widespread ac...

0 Ehsan Kamalloo, et al. ∙

research

∙ 05/03/2023

Zero-Shot Listwise Document Reranking with a Large Language Model

Supervised ranking methods based on bi-encoder or cross-encoder architec...

0 Xueguang Ma, et al. ∙

research

∙ 04/23/2023

Informative Data Selection with Uncertainty for Multi-modal Object Detection

Noise has always been nonnegligible trouble in object detection by creat...

0 Xinyu Zhang, et al. ∙

research

∙ 04/15/2023

GPSMirror: Expanding Accurate GPS Positioning to Shadowed and Indoor Regions with Backscatter

Despite the prevalence of GPS services, they still suffer from intermitt...

0 Huixin Dong, et al. ∙

research

∙ 04/14/2023

Estimating Conditional Average Treatment Effects with Heteroscedasticity by Model Averaging and Matching

Causal inference is indispensable in many fields of empirical research, ...

0 Pengfei Shi, et al. ∙

research

∙ 04/10/2023

WebBrain: Learning to Generate Factually Correct Articles for Queries by Grounding on Large Web Corpus

In this paper, we introduce a new NLP task – generating short factual ar...

0 Hongjing Qian, et al. ∙

research

∙ 04/09/2023

Bionic Collapsible Wings in Aquatic-aerial Robot

The concept of aerial-aquatic robots has emerged as an innovative soluti...

0 Xiao Xiong, et al. ∙

research

∙ 04/03/2023

Simple Yet Effective Neural Ranking and Reranking Baselines for Cross-Lingual Information Retrieval

The advent of multilingual language models has generated a resurgence of...

0 Jimmy Lin, et al. ∙

research

∙ 03/23/2023

CMG-Net: An End-to-End Contact-Based Multi-Finger Dexterous Grasping Network

In this paper, we propose a novel representation for grasping using cont...

0 Mingze Wei, et al. ∙

research

∙ 03/15/2023

BEVHeight: A Robust Framework for Vision-based Roadside 3D Object Detection

While most recent autonomous driving system focuses on developing percep...

0 Lei Yang, et al. ∙

research

∙ 03/03/2023

How To Guide Your Learner: Imitation Learning with Active Adaptive Expert Involvement

Imitation learning aims to mimic the behavior of experts without explici...

0 Xu-Hui Liu, et al. ∙

research

∙ 02/28/2023

Spacerini: Plug-and-play Search Engines with Pyserini and Hugging Face

We present Spacerini, a modular framework for seamless building and depl...

0 Christopher Akiki, et al. ∙

research

∙ 02/13/2023

Improving Out-of-Distribution Generalization of Neural Rerankers with Contextualized Late Interaction

Recent progress in information retrieval finds that embedding query and ...

0 Xinyu Zhang, et al. ∙

research

∙ 02/02/2023

Eloss in the way: A Sensitive Input Quality Metrics for Intelligent Driving

With the increasing complexity of the traffic environment, the importanc...

0 Haobo Yang, et al. ∙

research

∙ 01/15/2023

Modeling Human Cognition with a Hybrid Deep Reinforcement Learning Agent

Human cognition model could help us gain insights in how human cognition...

0 Songlin Xu, et al. ∙

research

∙ 01/03/2023

A Distributionally Robust Optimization Framework for Extreme Event Estimation

Conventional methods for extreme event estimation rely on well-chosen pa...

0 Yuanlu Bai, et al. ∙

research

∙ 12/26/2022

Biologically Inspired Design Concept Generation Using Generative Pre-Trained Transformers

Biological systems in nature have evolved for millions of years to adapt...

0 Qihao Zhu, et al. ∙

research

∙ 12/19/2022

Rethinking Label Smoothing on Multi-hop Question Answering

Label smoothing is a regularization technique widely used in supervised ...

0 Zhangyue Yin, et al. ∙

research

∙ 12/18/2022

Pigeonhole Stochastic Gradient Langevin Dynamics for Large Crossed Mixed Effects Models

Large crossed mixed effects models with imbalanced structures and missin...

0 Xinyu Zhang, et al. ∙

research

∙ 11/22/2022

Asymptotic Properties of the Synthetic Control Method

This paper provides new insights into the asymptotic properties of the s...

0 Xiaomeng Zhang, et al. ∙

research

∙ 11/17/2022

CAE v2: Context Autoencoder with CLIP Target

Masked image modeling (MIM) learns visual representation by masking and ...

0 Xinyu Zhang, et al. ∙

research

∙ 11/10/2022

A classification performance evaluation measure considering data separability

Machine learning and deep learning classification models are data-driven...

0 Lingyan Xue, et al. ∙

research

∙ 11/09/2022

3DFill:Reference-guided Image Inpainting by Self-supervised 3D Image Alignment

Most existing image inpainting algorithms are based on a single view, st...

0 Liang Zhao, et al. ∙

research

∙ 11/08/2022

Coupled Modeling and Fusion Control for a Multi-modal Deformable Land-air Robot

This paper introduces a structure-deformable land-air robot which posses...

0 Xinyu Zhang, et al. ∙

research

∙ 10/30/2022

A Multi-modal Deformable Land-air Robot for Complex Environments

Single locomotion robots often struggle to adapt in highly variable or u...

0 Xinyu Zhang, et al. ∙

research

∙ 10/27/2022

Dual Efficient Forecasting Framework for Time Series Data

Time series forecasting has been a quintessential problem in data scienc...

0 Xinyu Zhang, et al. ∙

research

∙ 10/11/2022

Better Than Whitespace: Information Retrieval for Languages without Custom Tokenizers

Tokenization is a crucial step in information retrieval, especially for ...

0 Odunayo Ogundepo, et al. ∙

research

∙ 09/14/2022

Pre-training for Information Retrieval: Are Hyperlinks Fully Explored?

Recent years have witnessed great progress on applying pre-trained langu...

2 Jiawen Wu, et al. ∙

Xinyu Zhang

Featured Co-authors