Xiaolin Li

Orcid: 0000-0002-3368-159X

Affiliations:
  • University of Florida, Scalable Software Systems Laboratory, Gainesville, FL, USA


According to our database1, Xiaolin Li authored at least 134 papers between 2000 and 2024.

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Bibliography

2024
A Coarse-Fine Collaborative Learning Model for Three Vessel Segmentation in Fetal Cardiac Ultrasound Images.
IEEE J. Biomed. Health Informatics, July, 2024

2023
BatmanNet: bi-branch masked graph transformer autoencoder for molecular representation.
Briefings Bioinform., November, 2023

Communication-Efficient and Attack-Resistant Federated Edge Learning With Dataset Distillation.
IEEE Trans. Cloud Comput., 2023

2022
Learning Fast and Slow: Propedeutica for Real-Time Malware Detection.
IEEE Trans. Neural Networks Learn. Syst., 2022

ES Attack: Model Stealing Against Deep Neural Networks Without Data Hurdles.
IEEE Trans. Emerg. Top. Comput. Intell., 2022

A Praise for Defensive Programming: Leveraging Uncertainty for Effective Malware Mitigation.
IEEE Trans. Dependable Secur. Comput., 2022

Deep Learning in Drug Design: Protein-Ligand Binding Affinity Prediction.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

DyScore: A Boosting Scoring Method with Dynamic Properties for Identifying True Binders and Nonbinders in Structure-Based Drug Discovery.
J. Chem. Inf. Model., 2022

2021
Server Averaging for Federated Learning.
CoRR, 2021

2020
Distilled One-Shot Federated Learning.
CoRR, 2020

Asking Complex Questions with Multi-hop Answer-focused Reasoning.
CoRR, 2020

PRI-VAE: Principle-of-Relevant-Information Variational Autoencoders.
CoRR, 2020

Arbitrary-sized Image Training and Residual Kernel Learning: Towards Image Fraud Identification.
CoRR, 2020

Knowledge Federation: Hierarchy and Unification.
CoRR, 2020

Connecting Web Event Forecasting with Anomaly Detection: A Case Study on Enterprise Web Applications Using Self-supervised Neural Networks.
Proceedings of the Security and Privacy in Communication Networks, 2020

Adaptive Adversarial Attack on Scene Text Recognition.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Knowledge Federation: A Unified and Hierarchical Privacy-Preserving AI Framework.
Proceedings of the 2020 IEEE International Conference on Knowledge Graph, 2020

FedMONN: Meta Operation Neural Network for Secure Federated Aggregation.
Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

A Batch Normalized Inference Network Keeps the KL Vanishing Away.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Improving Question Generation with Sentence-Level Semantic Matching and Answer Position Inferring.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Adversarial Examples: Attacks and Defenses for Deep Learning.
IEEE Trans. Neural Networks Learn. Syst., 2019

Improving Question Generation with Sentence-level Semantic Matching and Answer Position Inferring.
CoRR, 2019

DeepAtom: A Framework for Protein-Ligand Binding Affinity Prediction.
CoRR, 2019

Adaptive Leader-Follower Formation Control and Obstacle Avoidance via Deep Reinforcement Learning.
CoRR, 2019

Added Value of Intraoperative Data for Predicting Postoperative Complications: Development and Validation of a MySurgeryRisk Extension.
CoRR, 2019

Statistical learning for semantic parsing: A survey.
Big Data Min. Anal., 2019

Adaptive Leader-Follower Formation Control and Obstacle Avoidance via Deep Reinforcement Learning.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

DeepAtom: A Framework for Protein-Ligand Binding Affinity Prediction.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Generalized Batch Normalization: Towards Accelerating Deep Neural Networks.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Enhancing Localization Scalability and Accuracy via Opportunistic Sensing.
IEEE/ACM Trans. Netw., 2018

Detection and defense of DDoS attack-based on deep learning in OpenFlow-based SDN.
Int. J. Commun. Syst., 2018

Maximizing positive influence spread in online social networks via fluid dynamics.
Future Gener. Comput. Syst., 2018

FoldingZero: Protein Folding from Scratch in Hydrophobic-Polar Model.
CoRR, 2018

Adaptive Adversarial Attack on Scene Text Recognition.
CoRR, 2018

Improved Predictive Models for Acute Kidney Injury with IDEAs: Intraoperative Data Embedded Analytics.
CoRR, 2018

Comparing Clinical Judgment with MySurgeryRisk Algorithm for Preoperative Risk Assessment: A Pilot Study.
CoRR, 2018

Leveraging Uncertainty for Effective Malware Mitigation.
CoRR, 2018

GRAM-CNN: a deep learning approach with local context for named entity recognition in biomedical text.
Bioinform., 2018

GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017
My Privacy My Decision: Control of Photo Sharing on Online Social Networks.
IEEE Trans. Dependable Secur. Comput., 2017

Adversarial Examples: Attacks and Defenses for Deep Learning.
CoRR, 2017

DeepDefense: Identifying DDoS Attack via Deep Learning.
Proceedings of the 2017 IEEE International Conference on Smart Computing, 2017

Single Shot Text Detector with Regional Attention.
Proceedings of the IEEE International Conference on Computer Vision, 2017

GolfEngine: Network management system for software defined networking.
Proceedings of the 13th IEEE International Conference on Intelligent Computer Communication and Processing, 2017

The dose makes the poison - Leveraging uncertainty for effective malware detection.
Proceedings of the IEEE Conference on Dependable and Secure Computing, 2017

Intelligent Perioperative System: Towards Real-Time Big Data Analytics in Surgery Risk Assessment.
Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

Character Sequence-to-Sequence Model with Global Attention for Universal Morphological Reinflection.
Proceedings of the CoNLL SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection, 2017

2016
Guoguo: Enabling Fine-Grained Smartphone Localization via Acoustic Anchors.
IEEE Trans. Mob. Comput., 2016

iMiner: Sub-room-level POI interaction detection for semantic location history construction.
Proceedings of the 2016 Fourth International Conference on Ubiquitous Positioning, 2016

Enhancing Smartphone Indoor Localization via Opportunistic Sensing.
Proceedings of the 13th Annual IEEE International Conference on Sensing, 2016

DeepSky: Identifying Absorption Bumps via Deep Learning.
Proceedings of the 2016 IEEE International Congress on Big Data, San Francisco, CA, USA, June 27, 2016

2015
Enabling Context-Aware Indoor Augmented Reality via Smartphone Sensing and Vision Tracking.
ACM Trans. Multim. Comput. Commun. Appl., 2015

Exploring Fine-Grained Resource Rental Planning in Cloud Computing.
IEEE Trans. Cloud Comput., 2015

Identifying the Absorption Bump with Deep Learning.
CoRR, 2015

Taming Non-local Stragglers Using Efficient Prefetching in MapReduce.
Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015

Hiding Media Data via Shaders: Enabling Private Sharing in the Clouds.
Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015

2014
Towards efficient and fair resource trading in community-based cloud computing.
J. Parallel Distributed Comput., 2014

Guest Editorial - Cloud and Big Data.
J. Commun., 2014

Practical deployment of an in-field soil property wireless sensor network.
Comput. Stand. Interfaces, 2014

Finding Nemo: Finding Your Lost Child in Crowds via Mobile Crowd Sensing.
Proceedings of the 11th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2014

GatorCloud: a fine-grained and dynamic resourcesharing architecture for multiple cloud services.
Proceedings of the BigSystem'14, 2014

Control of photo sharing over Online Social Networks.
Proceedings of the IEEE Global Communications Conference, 2014

Palantir: Reseizing Network Proximity in Large-Scale Distributed Computing Frameworks Using SDN.
Proceedings of the 2014 IEEE 7th International Conference on Cloud Computing, Anchorage, AK, USA, June 27, 2014

Taming Computation Skews of Block-Oriented Iterative Scientific Applications in MapReduce Systems.
Proceedings of the 2014 IEEE 7th International Conference on Cloud Computing, Anchorage, AK, USA, June 27, 2014

Efficient Task-Resource Matchmaking Using Self-adaptive Combinatorial Auction.
Proceedings of the Cloud Computing for Data-Intensive Applications, 2014

Adaptive Workload Partitioning and Allocation for Data Intensive Scientific Applications.
Proceedings of the Cloud Computing for Data-Intensive Applications, 2014

2013
Resource Management in Utility and Cloud Computing.
Springer Briefs in Computer Science, Springer, ISBN: 978-1-4614-8970-2, 2013

Location Privacy Protection in Mobile Networks.
Springer Briefs in Computer Science, Springer, ISBN: 978-1-4614-9074-6, 2013

cTrust: Trust Management in Cyclic Mobile Ad Hoc Networks.
IEEE Trans. Veh. Technol., 2013

VectorTrust: trust vector aggregation scheme for trust management in peer-to-peer networks.
J. Supercomput., 2013

SinkTrail: A Proactive Data Reporting Protocol for Wireless Sensor Networks.
IEEE Trans. Computers, 2013

Special issue of JCSS on UbiSafe computing and communications.
J. Comput. Syst. Sci., 2013

Guoguo: enabling fine-grained indoor localization via smartphone.
Proceedings of the 11th Annual International Conference on Mobile Systems, 2013

Improving GPS Service via Social Collaboration.
Proceedings of the IEEE 10th International Conference on Mobile Ad-Hoc and Sensor Systems, 2013

Towards accurate acoustic localization on a smartphone.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

A game-theoretic approach for achieving k-anonymity in Location Based Services.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

MyCloud: On-Demand Virtual Cluster Provisioning on HPC Resources.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

Domain-Based MapReduce Programming Model for Complex Scientific Applications.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

ExoApp: Performance Evaluation of Data-Intensive Applications on ExoGENI.
Proceedings of the 2013 Second GENI Research and Educational Experiment Workshop, 2013

Mammoth: autonomic data processing framework for scientific state-transition applications.
Proceedings of the ACM Cloud and Autonomic Computing Conference, 2013

2012
An incentive mechanism to reinforce truthful reports in reputation systems.
J. Netw. Comput. Appl., 2012

CloudBay: Enabling an Online Resource Market Place for Open Clouds.
Proceedings of the IEEE Fifth International Conference on Utility and Cloud Computing, 2012

MagicLink: Weaving Multi-site Wireless Sensor Networks for Large-Scale Experiments.
Proceedings of the Testbeds and Research Infrastructure. Development of Networks and Communities, 2012

Optimal Resource Rental Planning for Elastic Applications in Cloud Market.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012

Designing Flexible Resource Rental Models for Implementing HPC-as-a-Service in Cloud.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

Privacy Preserving Techniques for Location Based Services in Mobile Networks.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

Traffic-aware multiple mix zone placement for protecting location privacy.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Blind Spots: Unveiling users' true willingness in online social networks.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

Acoustic ranging and communication via microphone channel.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

User-centric private matching for eHealth networks - A social perspective.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

Affinity-aware Virtual Cluster Optimization for MapReduce Applications.
Proceedings of the 2012 IEEE International Conference on Cluster Computing, 2012

IncMR: Incremental Data Processing Based on MapReduce.
Proceedings of the 2012 IEEE Fifth International Conference on Cloud Computing, 2012

2011
A taxonomy of peer-to-peer desktop grid paradigms.
Clust. Comput., 2011

SmartChannel: A Robust and Energy-Aware Multi-channel Management Scheme in Wireless Sensor Networks.
Proceedings of the 25th IEEE International Conference on Advanced Information Networking and Applications Workshops, 2011

EPC: Energy-Aware Probability-Based Clustering Algorithm for Correlated Data Gathering in Wireless Sensor Networks.
Proceedings of the 25th IEEE International Conference on Advanced Information Networking and Applications, 2011

2010
PPDD: scheduling multi-site divisible loads in single-level tree networks.
Clust. Comput., 2010

Trailing mobile sinks: A proactive data reporting protocol for Wireless Sensor Networks.
Proceedings of the IEEE 7th International Conference on Mobile Adhoc and Sensor Systems, 2010

Hypergraph-based task-bundle scheduling towards efficiency and fairness in heterogeneous distributed systems.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

AuctionNet: Market oriented task scheduling in heterogeneous distributed environments.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

WIM: A Wage-Based Incentive Mechanism for Reinforcing Truthful Feedbacks in Reputation Systems.
Proceedings of the Global Communications Conference, 2010

cTrust: Trust Aggregation in Cyclic Mobile Ad Hoc Networks.
Proceedings of the Euro-Par 2010 - Parallel Processing, 16th International Euro-Par Conference, Ischia, Italy, August 31, 2010

2009
H-Trust: A Group Trust Management System for Peer-to-Peer Desktop Grid.
J. Comput. Sci. Technol., 2009

ASGrid: autonomic management of hybrid sensor grid systems and applications.
Int. J. Sens. Networks, 2009

TinyBee: Mobile-Agent-Based Data Gathering System in Wireless Sensor Networks.
Proceedings of the International Conference on Networking, Architecture, and Storage, 2009

Load Scheduling Strategies for Parallel DNA Sequencing Applications.
Proceedings of the 11th IEEE International Conference on High Performance Computing and Communications, 2009

Efficient Grid Task-Bundle Allocation Using Bargaining Based Self-Adaptive Auction.
Proceedings of the 9th IEEE/ACM International Symposium on Cluster Computing and the Grid, 2009

2008
Coordinated Workload Scheduling in Hierarchical Sensor Networks for Data Fusion Applications.
J. Comput. Sci. Technol., 2008

DLBEM: Dynamic load balancing using expectation-maximization.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

H-Trust: A Robust and Lightweight Group Reputation System for Peer-to-Peer Desktop Grid.
Proceedings of the 28th IEEE International Conference on Distributed Computing Systems Workshops (ICDCS 2008 Workshops), 2008

A Personalized Group Trust Management System for Collaborative Services.
Proceedings of the 17th International Conference on Computer Communications and Networks, 2008

Autonomic Management of Hybrid Sensor Grid Systems and Applications.
Proceedings of the 17th International Conference on Computer Communications and Networks, 2008

GridMate: A Portable Simulation Environment for Large-Scale Adaptive Scientific Applications.
Proceedings of the 8th IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2008), 2008

2007
Hybrid Runtime Management of Space-Time Heterogeneity for Parallel Structured Adaptive Applications.
IEEE Trans. Parallel Distributed Syst., 2007

Enabling scalable parallel implementations of structured adaptive mesh refinement applications.
J. Supercomput., 2007

Power-Aware Markov Chain Based Tracking Approach for Wireless Sensor Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

Scheduling Divisible Workloads from Multiple Sources in Linear Daisy Chain Networks.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2007

Coordinated Workload Scheduling in Hierarchical Sensor Networks for Data Fusion Applications.
Proceedings of the IEEE 4th International Conference on Mobile Adhoc and Sensor Systems, 2007

Sensing workload scheduling in hierarchical sensor networks for data fusion applications.
Proceedings of the International Conference on Wireless Communications and Mobile Computing, 2007

Utility-Based Divisible Sensing Task Scheduling in Wireless Sensor Networks.
Proceedings of the 2007 International Conference on Wireless Networks, 2007

PARMI: A Publish/Subscribe Based Asynchronous RMI Framework for Cluster Computing.
Proceedings of the High Performance Computing and Communications, 2007

Sensing Workload Scheduling in Sensor Networks Using Divisible Load Theory.
Proceedings of the Global Communications Conference, 2007

Minimizing Distribution Cost of Distributed Neural Networks in Wireless Sensor Networks.
Proceedings of the Global Communications Conference, 2007

GridMate: A Simulator for Adaptive Runtime Management of Dynamic Applications in Multi-Site Grid Systems.
Proceedings of the 2007 International Conference on Grid Computing & Applications, 2007

S3PAS: A Scalable Shoulder-Surfing Resistant Textual-Graphical Password Authentication Scheme.
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

2006
Autonomic Sensor Networks: A New Paradigm for Collaborative Information Processing.
Proceedings of the Second International Symposium on Dependable Autonomic and Secure Computing (DASC 2006), 29 September, 2006

Autonomic and Trusted Computing Paradigms.
Proceedings of the Autonomic and Trusted Computing, Third International Conference, 2006

2005
Using Clustering to Address Heterogeneity and Dynamism in Parallel Scientific Applications.
Proceedings of the High Performance Computing, 2005

2004
Hierarchical Partitioning Techniques for Structured Adaptive Mesh Refinement Applications.
J. Supercomput., 2004

2003
Dynamic Load Partitioning Strategies for Managing Data of Space and Time Heterogeneity in Parallel SAMR Applications.
Proceedings of the Euro-Par 2003. Parallel Processing, 2003

2002
Hierarchical Partitioning Techniques for Structured Adaptive Mesh Refinement (SAMR) Applications.
Proceedings of the 31st International Conference on Parallel Processing Workshops (ICPP 2002 Workshops), 2002

2001
Divisible Load Scheduling on a Hypercube Cluster with Finite-Size Buffers and Granularity Constraints.
Proceedings of the First IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2001), 2001

2000
On the Influence of Start-Up Costs in Scheduling Divisible Loads on Bus Networks.
IEEE Trans. Parallel Distributed Syst., 2000

Divisible load scheduling on single-level tree networks with buffer constraints.
IEEE Trans. Aerosp. Electron. Syst., 2000

Efficient partitioning and scheduling of computer vision and image processing data on bus networks using divisible load analysis.
Image Vis. Comput., 2000


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