Xiaoguang Li

Orcid: 0000-0002-7307-6263

According to our database1, Xiaoguang Li authored at least 175 papers between 2003 and 2024.

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Bibliography

2024
Automatic Evasion of Machine Learning-Based Network Intrusion Detection Systems.
IEEE Trans. Dependable Secur. Comput., 2024

Retrieval-based Full-length Wikipedia Generation for Emergent Events.
CoRR, 2024

Does the Generator Mind its Contexts? An Analysis of Generative Model Faithfulness under Context Transfer.
CoRR, 2024

PROXYQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models.
CoRR, 2024

Orthogonal Dictionary Guided Shape Completion Network for Point Cloud.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Labyrinth morphological modeling and its application on unreferenced segmentation assessment.
Biomed. Signal Process. Control., August, 2023

TP-Net: Two-Path Network for Retinal Vessel Segmentation.
IEEE J. Biomed. Health Informatics, April, 2023

Transition Path Theory for Langevin Dynamics on Manifolds: Optimal Control and Data-Driven Solver.
Multiscale Model. Simul., March, 2023

Deeply supervised vestibule segmentation network for CT images with global context-aware pyramid feature extraction.
IET Image Process., March, 2023

Triple-DRNet: A triple-cascade convolution neural network for diabetic retinopathy grading using fundus images.
Comput. Biol. Medicine, March, 2023

Global dynamics of a vector-borne disease model with direct transmission and differential susceptibility.
J. Appl. Math. Comput., February, 2023

Protecting Regression Models With Personalized Local Differential Privacy.
IEEE Trans. Dependable Secur. Comput., 2023

NoMIRACL: Knowing When You Don't Know for Robust Multilingual Retrieval-Augmented Generation.
CoRR, 2023

SAIR: Learning Semantic-aware Implicit Representation.
CoRR, 2023

RECESS Vaccine for Federated Learning: Proactive Defense Against Model Poisoning Attacks.
CoRR, 2023

CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image Classification.
CoRR, 2023

SuperInpaint: Learning Detail-Enhanced Attentional Implicit Representation for Super-resolutional Image Inpainting.
CoRR, 2023

CNN-based Dendrite Core Detection from Microscopic Images of Directionally Solidified Ni-base Alloys.
CoRR, 2023

Learning Restoration is Not Enough: Transfering Identical Mapping for Single-Image Shadow Removal.
CoRR, 2023

Fine-grained Poisoning Attack to Local Differential Privacy Protocols for Mean and Variance Estimation.
Proceedings of the 32nd USENIX Security Symposium, 2023

RECESS Vaccine for Federated Learning: Proactive Defense Against Model Poisoning Attacks.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Magnetic Imaging of Thimble Tube Using Integrated Array TMR Sensors.
Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

Leveraging Inpainting for Single-Image Shadow Removal.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image Classification.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Gradually Excavating External Knowledge for Implicit Complex Question Answering.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Hence, Socrates is mortal: A Benchmark for Natural Language Syllogistic Reasoning.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Heritability estimation for a linear combination of phenotypes via ridge regression.
Bioinform., October, 2022

Detecting Absence of Bone Wall in Jugular Bulb by Image Transformation Surrogate Tasks.
IEEE Trans. Medical Imaging, 2022

Monitoring-Based Differential Privacy Mechanism Against Query Flooding-Based Model Extraction Attack.
IEEE Trans. Dependable Secur. Comput., 2022

DUMA: Reading Comprehension With Transposition Thinking.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Market-Oriented Transformation and Development of Local Government Financing Platforms in China: Exploratory Research Based on Multiple Cases.
Syst., 2022

Deep Learning for Object Detection in Materials-Science Images: A tutorial.
IEEE Signal Process. Mag., 2022

Dynamics of social capital in Urban China, 1999 to 2014: An age-period-cohort analysis.
Soc. Networks, 2022

MARS: Automated Protocol Analysis Framework for Internet of Things.
IEEE Internet Things J., 2022

A dynamic neighborhood balancing-based multi-objective particle swarm optimization for multi-modal problems.
Expert Syst. Appl., 2022

Retrieval-based Disentanglement with Distant Supervision.
CoRR, 2022

Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages.
CoRR, 2022

Fine-grained Poisoning Attacks to Local Differential Privacy Protocols for Mean and Variance Estimation.
CoRR, 2022

BLA-Net: Boundary learning assisted network for skin lesion segmentation.
Comput. Methods Programs Biomed., 2022

Polyp segmentation network with hybrid channel-spatial attention and pyramid global context guided feature fusion.
Comput. Medical Imaging Graph., 2022

Labyrinth net: A robust segmentation method for inner ear labyrinth in CT images.
Comput. Biol. Medicine, 2022

Research and Implementation of Digital Media Recommendation System Based on Semantic Classification.
Adv. Multim., 2022

Deep Learning Fuzz Testing Methods for Unstructured Case.
Proceedings of the 22nd IEEE International Conference on Software Quality, 2022

ARCANE: An Efficient Architecture for Exact Machine Unlearning.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Research on the Potential Mechanism of Rhizoma Drynariae in the Treatment of Periodontitis Based on Network Pharmacology.
Proceedings of the Intelligent Computing Theories and Application, 2022

Predicting Drug-Disease Associations by Self-topological Generalized Matrix Factorization with Neighborhood Constraints.
Proceedings of the Intelligent Computing Theories and Application, 2022

Pre-training Language Models with Deterministic Factual Knowledge.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

MISF: Multi-level Interactive Siamese Filtering for High-Fidelity Image Inpainting.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

A Copy-Augmented Generative Model for Open-Domain Question Answering.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Read before Generate! Faithful Long Form Question Answering with Machine Reading.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021
Surface Defect Detection of Seals Based on K-Means Clustering Algorithm and Particle Swarm Optimization.
Sci. Program., 2021

Gamma-Limit of the Onsager-Machlup Functional on the Space of Curves.
SIAM J. Math. Anal., 2021

Vehicle Seat Detection Based on Improved RANSAC-SURF Algorithm.
Int. J. Pattern Recognit. Artif. Intell., 2021

Research on adaptive prediction of multimedia data transmission path based on machine learning.
Int. J. Inf. Commun. Technol., 2021

A discriminative self-attention cycle GAN for face super-resolution and recognition.
IET Image Process., 2021

Sentiment based multi-index integrated scoring method to improve the accuracy of recommender system.
Expert Syst. Appl., 2021

Unsupervised Open-Domain Question Answering.
CoRR, 2021

Non-invasive Self-attention for Side Information Fusion in Sequential Recommendation.
CoRR, 2021

A Training-Optimization-Based Method for Constructing Domain-Specific Sentiment Lexicon.
Complex., 2021

Offline Multi-Policy Gradient for Latent Mixture Environments.
IEEE Access, 2021

JPGNet: Joint Predictive Filtering and Generative Network for Image Inpainting.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Dual Sequence Transformer for Query-based Interactive Recommendation.
Proceedings of the 22nd IEEE International Conference on Mobile Data Management, 2021

Multi-factor Memory Attentive Model for Knowledge Tracing.
Proceedings of the Asian Conference on Machine Learning, 2021

Noninvasive Self-attention for Side Information Fusion in Sequential Recommendation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
A SDR-based verification platform for 802.11 PHY layer security authentication.
World Wide Web, 2020

Image Coding With Data-Driven Transforms: Methodology, Performance and Potential.
IEEE Trans. Image Process., 2020

A Phase Shift Deep Neural Network for High Frequency Approximation and Wave Problems.
SIAM J. Sci. Comput., 2020

A 3D deep supervised densely network for small organs of human temporal bone segmentation in CT images.
Neural Networks, 2020

Monitoring-based Differential Privacy Mechanism Against Query-Flooding Parameter Duplication Attack.
CoRR, 2020

Transition path theory for Langevin dynamics on manifold: optimal control and data-driven solver.
CoRR, 2020

SparTerm: Learning Term-based Sparse Representation for Fast Text Retrieval.
CoRR, 2020

Blur-Attention: A boosting mechanism for non-uniform blurred image restoration.
CoRR, 2020

A lateral semicircular canal segmentation based geometric calibration for human temporal bone CT Image.
CoRR, 2020

The Graph Limit of The Minimizer of The Onsager-Machlup Functional and Its Computation.
CoRR, 2020

Dual Multi-head Co-attention for Multi-choice Reading Comprehension.
CoRR, 2020

TISNet-Enhanced Fully Convolutional Network with Encoder-Decoder Structure for Tongue Image Segmentation in Traditional Chinese Medicine.
Comput. Math. Methods Medicine, 2020

Packet-size aware scheduling algorithms in guard band for time sensitive networking.
CCF Trans. Netw., 2020

Event Extraction via DMCNN in Open Domain Public Sentiment Information.
Proceedings of the Data Science, 2020

Track Obstacle Detection Algorithm Based on YOLOv3.
Proceedings of the 13th International Congress on Image and Signal Processing, 2020

PS-LDA: A Course Item Model for Tutorial Personalized Recommendation.
Proceedings of the Web Information Systems and Applications, 2020

2019
Malicious Network Traffic in Industrial Control System.
Dataset, May, 2019

User-centered recommendation using US-ELM based on dynamic graph model in E-commerce.
Int. J. Mach. Learn. Cybern., 2019

基于网格数据中心的密度峰值聚类算法 (Density Peak Clustering Algorithm Based on Grid Data Center).
计算机科学, 2019

The optimal upper bound of the number of queries for Laplace mechanism under differential privacy.
Inf. Sci., 2019

Deep-network based method for joint image deblocking and super-resolution.
IET Image Process., 2019

A Phase Shift Deep Neural Network for High Frequency Wave Equations in Inhomogeneous Media.
CoRR, 2019

NEZHA: Neural Contextualized Representation for Chinese Language Understanding.
CoRR, 2019

PhaseDNN - A Parallel Phase Shift Deep Neural Network for Adaptive Wideband Learning.
CoRR, 2019

Active Modeling and Control for Shape Memory Alloy Actuators.
IEEE Access, 2019

Optimum Layout and Simulation of TT&C Antennas on Lunar Exploration Capsule.
Proceedings of the Wireless and Satellite Systems, 2019

Face Super-Resolution via Discriminative-Attributes.
Proceedings of the Pattern Recognition and Computer Vision - Second Chinese Conference, 2019

The Analysis and Practice of Backup Spacecraft Tele Command Based on Chang'E-4.
Proceedings of the Communications, Signal Processing, and Systems, 2019

2018
Vehicle color recognition using Multiple-Layer Feature Representations of lightweight convolutional neural network.
Signal Process., 2018

High-accuracy vehicle color recognition using hierarchical fine-tuning strategy for urban surveillance videos.
J. Electronic Imaging, 2018

Sliding Mode Control of a SMA Actuator Based on Unscented Kalman Filter.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2018

TickSEC: A Novel Reconfigurable Platform for WiFi Physical Layer Security.
Proceedings of the International Conference on Networking and Network Applications, 2018

Dccn: A Deep-Color Correction Network For Traditional Chinese Medicine Tongue Images.
Proceedings of the 2018 IEEE International Conference on Multimedia & Expo Workshops, 2018

A Novel Speckle Noise Reduction Algorithm for Old Movies Recovery.
Proceedings of the 11th International Congress on Image and Signal Processing, 2018

A 3D Fully Convolutional Network Based Semantic Segmentation for Ear Computed Tomography Images.
Proceedings of the 11th International Congress on Image and Signal Processing, 2018

Fine-grained Vehicle Recognition Using Lightweight Convolutional Neural Network with Combined Learning Strategy.
Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

A Spark-based Incremental Algorithm for Frequent Itemset Mining.
Proceedings of the 2018 2nd International Conference on Big Data and Internet of Things, 2018

2017
图像显著估计的并行算法研究 (Research on Parallel Algorithm of Image Saliency Estimation).
计算机科学, 2017

The Construction of Intelligent English Teaching Model Based on Artificial Intelligence.
Int. J. Emerg. Technol. Learn., 2017

BUPTTeam Participation at TAC 2017 Knowledge Base.
Proceedings of the 2017 Text Analysis Conference, 2017

The <i>Tick</i> Programmable Low-Latency SDR System.
Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017

A joint deep-network-based image restoration algorithm for multi-degradations.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

GRT 2.0: An FPGA-based SDR Platform for Cognitive Radio Networks (Abstract Only).
Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2017

A gradient-domain image enhancement method for traffic signs in nighttime surveillance.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

2016
Finding Transition Pathways on Manifolds.
Multiscale Model. Simul., 2016

A K-PLSR-based color correction method for TCM tongue images under different illumination conditions.
Neurocomputing, 2016

ORB feature based web pornographic image recognition.
Neurocomputing, 2016

A new blow-up criterion for Gross-Pitaevskii equation.
Appl. Math. Lett., 2016

An Efficient Dual Dimensionality Reduction Scheme of Features for Image Classification.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

BUPTTeam Participation at TAC 2016 Knowledge Base Population.
Proceedings of the 2016 Text Analysis Conference, 2016

Recognition Oriented Feature Hallucination for Low Resolution Face Images.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

An Algorithm to Identify High-Bandwidth Flows Based on Packet Drop History.
Proceedings of the 9th International Symposium on Computational Intelligence and Design, 2016

Financial Transmission Rights in Changing Power Networks.
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

Theoretical and Experimental Research on Vibration Characteristics of the Doubly-Fed Induction Generator for Wind Turbine.
Proceedings of the 2016 International Conference on Cybernetics, Robotics and Control, 2016

Convolutional Neural Networks Based Pornographic Image Classification.
Proceedings of the IEEE Second International Conference on Multimedia Big Data, 2016

2015
Modified Cascaded Multilevel Grid-Connected Inverter to Enhance European Efficiency and Several Extended Topologies.
IEEE Trans. Ind. Informatics, 2015

Improved Elimination Scheme of Current Zero-Crossing Distortion in Unipolar Hysteresis Current Controlled Grid-Connected Inverter.
IEEE Trans. Ind. Informatics, 2015

Energy Landscape Reveals That the Budding Yeast Cell Cycle Is a Robust and Adaptive Multi-stage Process.
PLoS Comput. Biol., 2015

基于GPU实时视频处理的多投影融合系统研究 (Multi-projector Displays System Research Based on GPU Real-time Video Processing).
计算机科学, 2015

Application of 3D imaging in the real-time US-CT fusion navigation for minimal invasive tumor therapy.
Int. J. Comput. Assist. Radiol. Surg., 2015

An image deblocking method based on pre-classified sparse representation.
Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

Design of Intelligent Laboratory Based on IOT.
Proceedings of the Information Technology and Intelligent Transportation Systems, 2015

Contextual-code: Simplifying information pulling from targeted sources in physical world.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

A Novel Camera-Based Drowning Detection Algorithm.
Proceedings of the Advances in Image and Graphics Technologies - 10th Chinese Conference, 2015

AC-Based Topology Control Algorithms (TCA) - A PJM Historical Data Case Study.
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015

2014
GRT: A Reconfigurable SDR Platform with High Performance and Usability.
SIGARCH Comput. Archit. News, 2014

A class-specified learning based super resolution for low-bit-rate compressed images.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

A face hallucination method via HR-LLE coefficients constraint.
Proceedings of the 19th International Conference on Digital Signal Processing, 2014

A moving objects based real-time defogging method for traffic monitoring videos.
Proceedings of the 19th International Conference on Digital Signal Processing, 2014

Automatic tongue color analysis of traditional Chinese medicine based on image retrieval.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

A high-performance and high-programmability reconfigurable wireless development platform.
Proceedings of the 2014 International Conference on Field-Programmable Technology, 2014

2013
Broadcast-First Service Scheduling Scheme for Vehicle-Roadside Communication.
Wirel. Pers. Commun., 2013

Layered-based exposure fusion algorithm.
IET Image Process., 2013

An automatic face log collection method for video sequence.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013

Applicability of topology control algorithms (TCA) to a real-size power system.
Proceedings of the 51st Annual Allerton Conference on Communication, 2013

2012
Channel switching control policy for wireless mesh networks.
J. Parallel Distributed Comput., 2012

Collocated Observer Design Based on Continuum Backstepping for a Class of Hyperbolic PDEs.
J. Comput., 2012

2011
Delegation Forwarding in Delay Tolerant Networks Multicasting (Invited Paper).
J. Commun., 2011

Cooperative multi-object tracking method for Wireless Video Sensor Networks.
Proceedings of the IEEE 13th International Workshop on Multimedia Signal Processing (MMSP 2011), 2011

Design and Accomplishment of Campus WebGIS Based on B/S Model - A Case-Study of Hebei Polytechnic University.
Proceedings of the Information Computing and Applications, 2011

Fine-Grained Localization with Pairwise Nodes Coverage.
Proceedings of the 31st IEEE International Conference on Distributed Computing Systems Workshops (ICDCS 2011 Workshops), 2011

2010
The Safe Navigation of Partial Motion Planning Based on "Cooperation" with Roadside Fixed Sensors in VANET.
Wirel. Sens. Netw., 2010

Analog Circuit Fault Diagnosis Based on Distributed Neural Network.
J. Comput., 2010

A Novel Low-Bit-Rate Image Compression Algorithm.
Proceedings of the Advances in Multimedia Information Processing - PCM 2010, 2010

Channel on demand: Optimal capacity for cooperative multi-channel multi-interface wireless mesh networks.
Proceedings of the IEEE 7th International Conference on Mobile Adhoc and Sensor Systems, 2010

Multicasting in Delay Tolerant Networks: Delegation Forwarding.
Proceedings of the Global Communications Conference, 2010

2009
Example-based image super-resolution with class-specific predictors.
J. Vis. Commun. Image Represent., 2009

Remarks on the blow-up rate for critical nonlinear Schrödinger equation with harmonic potential.
Appl. Math. Comput., 2009

Performance evaluation of distributing real-time video over concurrent multipath.
Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009

Joint channel assignment and routing in real time wireless mesh network.
Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009

Pseudo Period Detection on Time Series Stream with Scale Smoothing.
Proceedings of the Advances in Data and Web Management, Joint International Conferences, 2009

Application of DNA Computing by Self-assembly on 0-1 Knapsack Problem.
Proceedings of the Advances in Neural Networks, 2009

DNA Computing and Its Application to Information Security Field.
Proceedings of the Fifth International Conference on Natural Computation, 2009

A Real-Time Scheduling Strategy Based on Priority in Data Stream System.
Proceedings of the 9th International Conference on Hybrid Intelligent Systems (HIS 2009), 2009

Effectively Answering Schema-Free XML Queries over Document-Centric Data.
Proceedings of the 9th International Conference on Hybrid Intelligent Systems (HIS 2009), 2009

2008
An Effective Approach for Continuous Window Query in Wireless Sensor Networks.
Proceedings of the 9th International Conference for Young Computer Scientists, 2008

DONet-VoD: A hybrid overlay solution for efficient peer-to-peer video on demand services.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

2007
An adaptive algorithm for the display of high-dynamic range images.
J. Vis. Commun. Image Represent., 2007

Sharp upper and lower bounds on the blow-up rate for nonlinear Schrödinger equation with potential.
Appl. Math. Comput., 2007

2006
Evaluating Interconnection Relationship for Path-Based XML Retrieval.
Proceedings of the Web Information Systems, 2006

2005
An Effective and Efficient Approach for Keyword-Based XML Retrieval.
Proceedings of the Advances in Web-Age Information Management, 2005

MMPClust: A Skew Prevention Algorithm for Model-Based Document Clustering.
Proceedings of the Database Systems for Advanced Applications, 2005

Evaluating Document-to-Document Relevance Based on Document Language Model: Modeling, Implementation and Performance Evaluation.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2005

ESPClust: An Effective Skew Prevention Method for Model-Based Document Clustering.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2005

2004
A new filtering algorithm based on image spatial clustering technique.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Thermal inversion based on separating the radiance contribution of atmosphere and land surface.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

A multimodal learning interface for sketch, speak and point creation of a schedule chart.
Proceedings of the 6th International Conference on Multimodal Interfaces, 2004

2003
Mutual disambiguation of 3D multimodal interaction in augmented and virtual reality.
Proceedings of the 5th International Conference on Multimodal Interfaces, 2003


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