Qiang Guan

Orcid: 0000-0002-3804-8945

According to our database1, Qiang Guan authored at least 122 papers between 2006 and 2024.

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Bibliography

2024
QuantumEyes: Towards Better Interpretability of Quantum Circuits.
IEEE Trans. Vis. Comput. Graph., September, 2024

VIOLET: Visual Analytics for Explainable Quantum Neural Networks.
IEEE Trans. Vis. Comput. Graph., June, 2024

An HPC-Container Based Continuous Integration Tool for Detecting Scaling and Performance Issues in HPC Applications.
IEEE Trans. Serv. Comput., 2024

A Systematic Methodology to Compute the Quantum Vulnerability Factors for Quantum Circuits.
IEEE Trans. Dependable Secur. Comput., 2024

Radiance Field Learners As UAV First-Person Viewers.
CoRR, 2024

AMD: Automatic Multi-step Distillation of Large-scale Vision Models.
CoRR, 2024

Which One Changes More? A Novel Radial Visualization for State Change Comparison.
CoRR, 2024

AI Trustworthy Challenges in Drug Discovery.
Proceedings of the Trustworthy Artificial Intelligence for Healthcare, 2024

A Lightweight Convolutional Neural Network for Personalized Blood Pressure Estimation Based on Photoplethysmography.
Proceedings of the International Joint Conference on Neural Networks, 2024

Prototypical Transformer As Unified Motion Learners.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

A Deep Multimodal Representation Learning Framework for Accurate Molecular Properties Prediction.
Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

MNIST-Fraction: Enhancing Math Education with AI-Driven Fraction Detection and Analysis.
Proceedings of the 2024 ACM Southeast Conference, 2024

2023
<i>VENUS</i>: A Geometrical Representation for Quantum State Visualization.
Comput. Graph. Forum, June, 2023

Dataset for A Systematic Methodology to Compute the Quantum Vulnerability Factors for Quantum Circuits.
Dataset, May, 2023

: A isualization pproah for Noie Awarenss in Quatum Computing.
IEEE Trans. Vis. Comput. Graph., 2023

Elastic Resource Management for Deep Learning Applications in a Container Cluster.
IEEE Trans. Cloud Comput., 2023

Improving CNN-base Stock Trading By Considering Data Heterogeneity and Burst.
CoRR, 2023

VENUS: A Geometrical Representation for Quantum State Visualization.
CoRR, 2023

MEMQSim: Highly Memory-Efficient and Modularized Quantum State-Vector Simulation.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Machine Learning Applied to Single-Molecule Activity Prediction.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Towards Redefining the Reproducibility in Quantum Computing: A Data Analysis Approach on NISQ Devices.
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

Toward Consistent High-Fidelity Quantum Learning on Unstable Devices via Efficient In-Situ Calibration.
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

Understanding the Effect of Transpilation in the Reliability of Quantum Circuits.
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

Online Detection of Golden Circuit Cutting Points.
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

Visilience: An Interactive Visualization Framework for Resilience Analysis using Control-Flow Graph.
Proceedings of the 28th IEEE Pacific Rim International Symposium on Dependable Computing, 2023

Continuous Exploration via Multiple Perspectives in Sparse Reward Environment.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Enhancing Detailed Feedback to Chinese Writing Learners Using a Soft-Label Driven Approach and Tag-Aware Ranking Model.
Proceedings of the Natural Language Processing and Chinese Computing, 2023

Gaze Analysis System for Immersive 360° Video for Preservice Teacher Education.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Efficient Quantum Circuit Cutting by Neglecting Basis Elements.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Carbon Emissions of Quantum Circuit Simulation: More than You Would Think.
Proceedings of the 14th International Green and Sustainable Computing Conference, 2023

Deep Learning-based Student Learning Behavior Understanding Framework in Real Classroom Scene.
Proceedings of the International Conference on Machine Learning and Applications, 2023

Quantum Computing Reliability: Problems, Tools, and Potential Solutions.
Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2023

Battle Against Fluctuating Quantum Noise: Compression-Aided Framework to Enable Robust Quantum Neural Network.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022
Making Invisible Visible: Data-Driven Seismic Inversion With Spatio-Temporally Constrained Data Augmentation.
IEEE Trans. Geosci. Remote. Sens., 2022

Interval Modeling for Gamma Process Degradation Model.
Symmetry, 2022

Detection of Peanut Leaf Spot Disease Based on Leaf-, Plant-, and Field-Scale Hyperspectral Reflectance.
Remote. Sens., 2022

VACSEN: A Visualization Approach for Noise Awareness in Quantum Computing.
CoRR, 2022

Visilence: An Interactive Visualization Tool for Error Resilience Analysis.
CoRR, 2022

A deep convolutional neural network-based wavelength selection method for spectral characteristics of rice blast disease.
Comput. Electron. Agric., 2022

A Privacy Preserving Video Surveillance System for Trauma Rooms.
Proceedings of the IEEE Smartworld, 2022

Approximate Quantum Circuit Reconstruction.
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2022

Pinpointing the System Reliability Degradation in NISQ Machines.
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2022

QuClassi: A Hybrid Deep Neural Network Architecture based on Quantum State Fidelity.
Proceedings of the Fifth Conference on Machine Learning and Systems, 2022

International Workshop on Quantum Classical Cooperative Computing (QCCC 2022).
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

SQCC: Smart Quantum Circuit Cutting.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

MARS: Malleable Actor-Critic Reinforcement Learning Scheduler.
Proceedings of the IEEE International Performance, 2022

Quantum Noise in the Flow of Time: A Temporal Study of the Noise in Quantum Computers.
Proceedings of the 28th IEEE International Symposium on On-Line Testing and Robust System Design, 2022

Demo: A Multi-Perspective Video Streaming System with Privacy Preservation in Trauma Room.
Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022

QuFI: a Quantum Fault Injector to Measure the Reliability of Qubits and Quantum Circuits.
Proceedings of the 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2022

BatchLens: A Visualization Approach for Analyzing Batch Jobs in Cloud Systems.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

STREAM: Prototype Development of a Digital Language Identifier.
Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021
Making Invisible Visible: Data-Driven Seismic Inversion with Physics-Informed Data Augmentation.
CoRR, 2021

Intercept Graph: An Interactive Radial Visualization for Comparison of State Changes.
Proceedings of the 2021 IEEE Visualization Conference, 2021

QuGAN: A Quantum State Fidelity based Generative Adversarial Network.
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2021

BeeSwarm: Enabling Parallel Scaling Performance Measurement in Continuous Integration for HPC Applications.
Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

Characterizing Job-Task Dependency in Cloud Workloads Using Graph Learning.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021

A Hybrid System for Learning Classical Data in Quantum States.
Proceedings of the IEEE International Performance, 2021

BEE Orchestrator: Running Complex Scientific Workflows on Multiple Systems.
Proceedings of the 28th IEEE International Conference on High Performance Computing, 2021

GazeXR: A General Eye-Tracking System Enabling Invariable Gaze Data in Virtual Environment.
Proceedings of the Virtual, Augmented and Mixed Reality, 2021

TQEA: Temporal Quantum Error Analysis.
Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2021

Characterizing Impacts of Storage Faults on HPC Applications: A Methodology and Insights.
Proceedings of the IEEE International Conference on Cluster Computing, 2021

2020
BeeSwarm: Enabling Scalability Tests in Continuous Integration.
CoRR, 2020

MARS: Multi-Scalable Actor-Critic Reinforcement Learning Scheduler.
CoRR, 2020

How Good Is Your Scientific Data Generative Model?
Proceedings of the 6th IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2020

A View-Invariant Feature Learning Model for Cross-View Security Authentication in Mobile Smart Devices.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Empeiría<sup>*</sup>: Powering Future Education Training Systems with Device Agnostic Web-VR Apps.
Proceedings of the Virtual, Augmented and Mixed Reality. Industrial and Everyday Life Applications, 2020

Chaser: An Enhanced Fault Injection Tool for Tracing Soft Errors in MPI Applications.
Proceedings of the 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2020

2019
Soft Error Resilience and Failure Recovery for Continuum Dynamics Applications.
CoRR, 2019

CARE: compiler-assisted recovery from soft failures.
Proceedings of the International Conference for High Performance Computing, 2019

TSM2: optimizing tall-and-skinny matrix-matrix multiplication on GPUs.
Proceedings of the ACM International Conference on Supercomputing, 2019

2018
Using virtualization to quantify power conservation via near-threshold voltage reduction for inherently resilient applications.
Parallel Comput., 2018

Characterization and Comparison of Application Resilience for Serial and Parallel Executions.
CoRR, 2018

In situ TensorView: In situ Visualization of Convolutional Neural Networks.
CoRR, 2018

Fault tolerant one-sided matrix decompositions on heterogeneous systems with GPUs.
Proceedings of the International Conference for High Performance Computing, 2018

Modeling Application Resilience in Large-scale Parallel Execution.
Proceedings of the 47th International Conference on Parallel Processing, 2018

BeeFlow: A Workflow Management System for In Situ Processing across HPC and Cloud Systems.
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

Sensor Data Fusion Framework to Improve Holographic Object Registration Accuracy for a Shared Augmented Reality Mission Planning Scenario.
Proceedings of the Virtual, Augmented and Mixed Reality: Interaction, Navigation, Visualization, Embodiment, and Simulation, 2018

UNS: A Portable, Mobile, and Exchangeable Namespace for Supporting Fetch-from-Anywhere Big Data Eco-Systems.
Proceedings of the 2018 IEEE 16th Intl Conf on Dependable, 2018

In situ TensorView: In situ Visualization of Convolutional Neural Networks.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Build and Execution Environment (BEE): an Encapsulated Environment Enabling HPC Applications Running Everywhere.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Addressing statistical significance of fault injection: empirical studies of the soft error susceptibility.
Int. J. High Perform. Comput. Netw., 2017

Docker-Enabled Build and Execution Environment (BEE): an Encapsulated Environment Enabling HPC Applications Running Everywhere.
CoRR, 2017

Silent Data Corruption Resilient Two-sided Matrix Factorizations.
Proceedings of the 22nd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2017

LetGo: A Lightweight Continuous Framework for HPC Applications Under Failures.
Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing, 2017

Resilience Analysis of Top K Selection Algorithms.
Proceedings of the 13th European Dependable Computing Conference, 2017

RSVP: Soft Error Resilient Power Savings at Near-Threshold Voltage Using Register Vulnerability.
Proceedings of the 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2017

Lifetime memory reliability data from the field.
Proceedings of the IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2017

2016
Design, Use and Evaluation of P-FSEFI: A Parallel Soft Error Fault Injection Framework for Emulating Soft Errors in Parallel Applications.
Proceedings of the 9th EAI International Conference on Simulation Tools and Techniques, 2016

Towards Practical Algorithm Based Fault Tolerance in Dense Linear Algebra.
Proceedings of the 25th ACM International Symposium on High-Performance Parallel and Distributed Computing, 2016

On the Inherent Resilience of Integer Operations.
Proceedings of the Euro-Par 2016: Parallel Processing Workshops, 2016

SDC is in the Eye of the Beholder: A Survey and Preliminary Study.
Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2016

Improving DRAM Fault Characterization through Machine Learning.
Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2016

2015
Differentiated Failure Remediation with Action Selection for Resilient Computing.
Proceedings of the 21st IEEE Pacific Rim International Symposium on Dependable Computing, 2015

Empirical Studies of the Soft Error Susceptibility ofSorting Algorithms to Statistical Fault Injection.
Proceedings of the 5th Workshop on Fault Tolerance for HPC at eXtreme Scale, 2015

Towards Building Resilient Scientific Applications: Resilience Analysis on the Impact of Soft Error and Transient Error Tolerance with the CLAMR Hydrodynamics Mini-App.
Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015

2014
Bayesian Analysis of Masked Data in Step-stress Accelerated Life Testing.
Commun. Stat. Simul. Comput., 2014

Optimal Multiple Constant-Stress Accelerated Life Tests for Generalized Exponential Distribution.
Commun. Stat. Simul. Comput., 2014

Fault Injection Experiments with the CLAMR Hydrodynamics Mini-App.
Proceedings of the 25th IEEE International Symposium on Software Reliability Engineering Workshops, 2014

F-SEFI: A Fine-Grained Soft Error Fault Injection Tool for Profiling Application Vulnerability.
Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014

A hierarchical classification algorithm for evaluating energy consumption behaviors.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Optimal self-learning battery control in smart residential grids by iterative Q-learning algorithm.
Proceedings of the 2014 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, 2014

2013
Objective Bayesian analysis for bivariate Marshall-Olkin exponential distribution.
Comput. Stat. Data Anal., 2013

Adaptive Anomaly Identification by Exploring Metric Subspace in Cloud Computing Infrastructures.
Proceedings of the IEEE 32nd Symposium on Reliable Distributed Systems, 2013

Exploring Time and Frequency Domains for Accurate and Automated Anomaly Detection in Cloud Computing Systems.
Proceedings of the IEEE 19th Pacific Rim International Symposium on Dependable Computing, 2013

Deadline-Aware Event Scheduling for Complex Event Processing Systems.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013

Wavelet-based multi-scale anomaly identification in cloud computing systems.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

2012
Ensemble of Bayesian Predictors and Decision Trees for Proactive Failure Management in Cloud Computing Systems.
J. Commun., 2012

RFID application in manufacturing: A case study on a pilot RFID project in household appliance production.
Int. J. Comput. Integr. Manuf., 2012

CDA: A Cloud Dependability Analysis Framework for Characterizing System Dependability in Cloud Computing Infrastructures.
Proceedings of the IEEE 18th Pacific Rim International Symposium on Dependable Computing, 2012

Efficient and Accurate Anomaly Identification Using Reduced Metric Space in Utility Clouds.
Proceedings of the Seventh IEEE International Conference on Networking, 2012

An adaptive power management framework for autonomic resource configuration in cloud computing infrastructures.
Proceedings of the 31st IEEE International Performance Computing and Communications Conference, 2012

AFD: Adaptive failure detection system for cloud computing infrastructures.
Proceedings of the 31st IEEE International Performance Computing and Communications Conference, 2012

2011
Ensemble of Bayesian Predictors for Autonomic Failure Management in Cloud Computing.
Proceedings of 20th International Conference on Computer Communications and Networks, 2011

Experimental Framework for Injecting Logic Errors in a Virtual Machine to Profile Applications for Soft Error Resilience.
Proceedings of the Euro-Par 2011: Parallel Processing Workshops - CCPI, CGWS, HeteroPar, HiBB, HPCVirt, HPPC, HPSS, MDGS, ProPer, Resilience, UCHPC, VHPC, Bordeaux, France, August 29, 2011

Proactive Failure Management by Integrated Unsupervised and Semi-Supervised Learning for Dependable Cloud Systems.
Proceedings of the Sixth International Conference on Availability, 2011

2010
auto-AID: A data mining framework for autonomic anomaly identification in networked computer systems.
Proceedings of the 29th International Performance Computing and Communications Conference, 2010

Anomaly detection in large-scale coalition clusters for dependability assurance.
Proceedings of the 2010 International Conference on High Performance Computing, 2010

An Anomaly Detection Framework for Autonomic Management of Compute Cloud Systems.
Proceedings of the Workshop Proceedings of the 34th Annual IEEE International Computer Software and Applications Conference, 2010

2008
Easily testable necessary and sufficient algebraic criteria for delay-independent stability of a class of neutral differential systems.
Syst. Control. Lett., 2008

2007
Robust Digital Image Watermarking Algorithm Using RBF Neural Networks in DWT domain.
Int. J. Fuzzy Log. Intell. Syst., 2007

Solution to the Generalized Champagne Problem on simultaneous stabilization of linear systems.
Sci. China Ser. F Inf. Sci., 2007

2006
Genetic Approach for Network Planning in the RFID Systems.
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006


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