b'Lei Xu'

research

∙ 09/13/2023

Scalable Scheduling for Industrial Time-Sensitive Networking: A Hyper-flow Graph Based Scheme

Industrial Time-Sensitive Networking (TSN) provides deterministic mechan...

0 Yanzhou Zhang, et al. ∙

research

∙ 09/09/2023

Leakage-Abuse Attacks Against Forward and Backward Private Searchable Symmetric Encryption

Dynamic searchable symmetric encryption (DSSE) enables a server to effic...

0 Lei Xu, et al. ∙

research

∙ 06/29/2023

SWAT: A System-Wide Approach to Tunable Leakage Mitigation in Encrypted Data Stores

Numerous studies have underscored the significant privacy risks associat...

0 Leqian Zheng, et al. ∙

research

∙ 06/28/2023

PFB-Diff: Progressive Feature Blending Diffusion for Text-driven Image Editing

Diffusion models have showcased their remarkable capability to synthesiz...

0 Wenjing Huang, et al. ∙

research

∙ 05/21/2023

Joint Feature and Differentiable k-NN Graph Learning using Dirichlet Energy

Feature selection (FS) plays an important role in machine learning, whic...

0 Lei Xu, et al. ∙

research

∙ 05/17/2023

Exploring Inductive Biases in Contrastive Learning: A Clustering Perspective

This paper investigates the differences in data organization between con...

5 Yunzhe Zhang, et al. ∙

research

∙ 03/12/2023

Mitigating the Effect of Class Imbalance in Fault Localization Using Context-aware Generative Adversarial Network

Fault localization (FL) analyzes the execution information of a test sui...

0 Yan Lei, et al. ∙

research

∙ 11/30/2022

Linking Sketch Patches by Learning Synonymous Proximity for Graphic Sketch Representation

Graphic sketch representations are effective for representing sketches. ...

0 Sicong Zang, et al. ∙

research

∙ 09/20/2022

Audit and Improve Robustness of Private Neural Networks on Encrypted Data

Performing neural network inference on encrypted data without decryption...

0 Jiaqi Xue, et al. ∙

research

∙ 05/02/2022

Local Differential Privacy Meets Computational Social Choice – Resilience under Voter Deletion

The resilience of a voting system has been a central topic in computatio...

0 Liangde Tao, et al. ∙

research

∙ 05/02/2022

HatCUP: Hybrid Analysis and Attention based Just-In-Time Comment Updating

When changing code, developers sometimes neglect updating the related co...

0 Hongquan Zhu, et al. ∙

research

∙ 04/11/2022

Exploring the Universal Vulnerability of Prompt-based Learning Paradigm

Prompt-based learning paradigm bridges the gap between pre-training and ...

0 Lei Xu, et al. ∙

research

∙ 04/05/2022

Sufficient Reasons for A Zero-Day Intrusion Detection Artificial Immune System

The Internet is the most complex machine humankind has ever built, and h...

0 Qianru Zhou, et al. ∙

research

∙ 03/24/2022

IA-FaceS: A Bidirectional Method for Semantic Face Editing

Semantic face editing has achieved substantial progress in recent years....

0 Wenjing Huang, et al. ∙

research

∙ 03/20/2022

Accelerating Integrated Task and Motion Planning with Neural Feasibility Checking

As robots play an increasingly important role in the industrial, the exp...

3 Lei Xu, et al. ∙

research

∙ 03/14/2022

The Right to be Forgotten in Federated Learning: An Efficient Realization with Rapid Retraining

In Machine Learning, the emergence of the right to be forgotten gave bir...

5 YI LIU, et al. ∙

research

∙ 08/03/2021

Deep Rival Penalized Competitive Learning for Low-resolution Face Recognition

Current face recognition tasks are usually carried out on high-quality f...

0 Peiying Li, et al. ∙

research

∙ 06/25/2021

A Photonic-Circuits-Inspired Compact Network: Toward Real-Time Wireless Signal Classification at the Edge

Machine learning (ML) methods are ubiquitous in wireless communication s...

13 Hsuan-Tung Peng, et al. ∙

research

∙ 04/25/2021

Multi-Scale Hourglass Hierarchical Fusion Network for Single Image Deraining

Rain streaks bring serious blurring and visual quality degradation, whic...

0 Xiang Chen, et al. ∙

research

∙ 04/17/2021

Attacking Text Classifiers via Sentence Rewriting Sampler

Most adversarial attack methods on text classification are designed to c...

0 Lei Xu, et al. ∙

research

∙ 03/25/2021

The Cost of OSCORE and EDHOC for Constrained Devices

Many modern IoT applications rely on the Constrained Application Protoco...

0 Stefan Hristozov, et al. ∙

research

∙ 02/09/2021

PyART: Python API Recommendation in Real-Time

API recommendation in real-time is challenging for dynamic languages lik...

0 Xincheng He, et al. ∙

research

∙ 01/14/2021

EDSC: An Event-Driven Smart Contract Platform

This paper presents EDSC, a novel smart contract platform design based o...

0 Mudabbir Kaleem, et al. ∙

research

∙ 10/22/2020

Rewriting Meaningful Sentences via Conditional BERT Sampling and an application on fooling text classifiers

Most adversarial attack methods that are designed to deceive a text clas...

0 Lei Xu, et al. ∙

research

∙ 10/21/2020

A Level-wise Taxonomic Perspective on Automated Machine Learning to Date and Beyond: Challenges and Opportunities

Automated machine learning (AutoML) is essentially automating the proces...

0 Shubhra Kanti Karmaker Santu, et al. ∙

research

∙ 07/30/2020

Black-box Adversarial Sample Generation Based on Differential Evolution

Deep Neural Networks (DNNs) are being used in various daily tasks such a...

0 Junyu Lin, et al. ∙

research

∙ 07/06/2020

Computational Complexity Characterization of Protecting Elections from Bribery

The bribery problem in election has received considerable attention in t...

0 Lin Chen, et al. ∙

research

∙ 06/18/2020

Prioritizing documentation effort: Can we do better?

Code documentations are essential for software quality assurance, but du...

0 Shiran Liu, et al. ∙

research

∙ 05/14/2020

Solve Traveling Salesman Problem by Monte Carlo Tree Search and Deep Neural Network

We present a self-learning approach that combines deep reinforcement lea...

0 Zhihao Xing, et al. ∙

research

∙ 04/08/2020

Saliency-based Weighted Multi-label Linear Discriminant Analysis

In this paper, we propose a new variant of Linear Discriminant Analysis ...

0 Lei Xu, et al. ∙

research

∙ 02/02/2020

Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep Learning in Multiview Information with Attention

Three-dimensional late gadolinium enhanced (LGE) cardiac MR (CMR) of lef...

14 Guang Yang, et al. ∙

research

∙ 01/22/2020

Nonlinear Blockchain Scalability: a Game-Theoretic Perspective

Recent advances in the blockchain research have been made in two importa...

0 Lin Chen, et al. ∙

research

∙ 09/14/2019

Private and Atomic Exchange of Assets over Zero Knowledge Based Payment Ledger

Bitcoin brings a new type of digital currency that does not rely on a ce...

0 Zhimin Gao, et al. ∙

research

∙ 09/03/2019

Robust Invisible Video Watermarking with Attention

The goal of video watermarking is to embed a message within a video file...

9 Kevin Alex Zhang, et al. ∙

research

∙ 08/07/2019

Multi-owner Secure Encrypted Search Using Searching Adversarial Networks

Searchable symmetric encryption (SSE) for multi-owner model draws much a...

0 Kai Chen, et al. ∙

research

∙ 08/07/2019

Multi-client Secure Encrypted Search Using Searching Adversarial Networks

With the rapid development of cloud computing, searchable encryption for...

0 Kai Chen, et al. ∙

research

∙ 07/01/2019

Modeling Tabular data using Conditional GAN

Modeling the probability distribution of rows in tabular data and genera...

0 Lei Xu, et al. ∙

research

∙ 06/28/2019

MLFriend: Interactive Prediction Task Recommendation for Event-Driven Time-Series Data

Most automation in machine learning focuses on model selection and hyper...

0 Lei Xu, et al. ∙

research

∙ 04/12/2019

Revisit Lmser and its further development based on convolutional layers

Proposed in 1991, Least Mean Square Error Reconstruction for self-organi...

4 Wenjing Huang, et al. ∙

research

∙ 01/12/2019

SteganoGAN: High Capacity Image Steganography with GANs

Image steganography is a procedure for hiding messages inside pictures. ...

0 Kevin Alex Zhang, et al. ∙

research

∙ 01/07/2019

A* Tree Search for Portfolio Management

We propose a planning-based method to teach an agent to manage portfolio...

0 Xiaojie Gao, et al. ∙

research

∙ 11/27/2018

Synthesizing Tabular Data using Generative Adversarial Networks

Generative adversarial networks (GANs) implicitly learn the probability ...

0 Lei Xu, et al. ∙

research

∙ 11/21/2018

Computational Decomposition of Style for Controllable and Enhanced Style Transfer

Neural style transfer has been demonstrated to be powerful in creating a...

2 Minchao Li, et al. ∙

research

∙ 11/12/2018

Efficient Public Blockchain Client for Lightweight Users

Public blockchains provide a decentralized method for storing transactio...

0 Lei Xu, et al. ∙

research

∙ 11/07/2018

Election with Bribed Voter Uncertainty: Hardness and Approximation Algorithm

Bribery in election (or computational social choice in general) is an im...

0 Lin Chen, et al. ∙

research

∙ 07/29/2018

TREVERSE: Trial-and-Error Lightweight Secure Reverse Authentication with Simulatable PUFs

A physical unclonable function (PUF) generates hardware intrinsic volati...

0 Yansong Gao, et al. ∙

research

∙ 05/19/2018

Lightweight (Reverse) Fuzzy Extractor with Multiple Referenced PUF Responses

The physical unclonable function (PUF), alike fingerprint of human being...

0 Yansong Gao, et al. ∙

research

∙ 05/09/2018

On the Graver basis of block-structured integer programming

We consider the 4-block n-fold integer programming (IP), in which the co...

0 Lin Chen, et al. ∙

research

∙ 02/19/2018

Weighted Linear Discriminant Analysis based on Class Saliency Information

In this paper, we propose a new variant of Linear Discriminant Analysis ...

0 Lei Xu, et al. ∙

research

∙ 09/13/2017

Sketch-pix2seq: a Model to Generate Sketches of Multiple Categories

Sketch is an important media for human to communicate ideas, which refle...

0 Yajing Chen, et al. ∙

Lei Xu

Featured Co-authors