Lei Qu

Orcid: 0009-0006-7770-573X

According to our database1, Lei Qu authored at least 55 papers between 2004 and 2024.

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Bibliography

2024
VFL3D: A Single-Stage Fine-Grained Lightweight Point Cloud 3D Object Detection Algorithm Based on Voxels.
IEEE Trans. Intell. Transp. Syst., September, 2024

Disentanglement-inspired single-source domain-generalization network for cross-scene hyperspectral image classification.
Knowl. Based Syst., 2024

ERCache: An Efficient and Reliable Caching Framework for Large-Scale User Representations in Meta's Ads System.
CoRR, 2024

Toward CXL-Native Memory Tiering via Device-Side Profiling.
CoRR, 2024

Anubis: Towards Reliable Cloud AI Infrastructure via Proactive Validation.
CoRR, 2024

SuperBench: Improving Cloud AI Infrastructure Reliability with Proactive Validation.
Proceedings of the 2024 USENIX Annual Technical Conference, 2024

NeoMem: Hardware/Software Co-Design for CXL-Native Memory Tiering.
Proceedings of the 57th IEEE/ACM International Symposium on Microarchitecture, 2024

SmartNIC-Enabled Live Migration for Storage-Optimized VMs.
Proceedings of the 15th ACM SIGOPS Asia-Pacific Workshop on Systems, 2024

2023
CPG3D: Cross-Modal Priors Guided 3D Object Reconstruction.
IEEE Trans. Multim., 2023

Multi-Level Residual Feature Fusion Network for Thoracic Disease Classification in Chest X-Ray Images.
IEEE Access, 2023

Polaris: Enhancing CXL-based Memory Expanders with Memory-side Prefetching.
Proceedings of the Advanced Parallel Processing Technologies, 2023

MINA: Auto-scale In-network Aggregation for Machine Learning Service.
Proceedings of the 7th Asia-Pacific Workshop on Networking, 2023

2022
Progressive 3D biomedical image registration network based on deep self-calibration.
Frontiers Neuroinformatics, August, 2022

Review of Generative Adversarial Networks in mono- and cross-modal biomedical image registration.
Frontiers Neuroinformatics, August, 2022

Moneo: Monitoring Fine-grained Metrics Nonintrusively in AI Infrastructure.
ACM SIGOPS Oper. Syst. Rev., 2022

Biomedical image segmentation based on full-Resolution network.
Pattern Recognit. Lett., 2022

mBrainAligner-Web: a web server for cross-modal coherent registration of whole mouse brains.
Bioinform., 2022

Trace-Level Invisible Enhanced Network for 6D Pose Estimation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Moneo: Non-intrusive Fine-grained Monitor for AI Infrastructure.
Proceedings of the IEEE International Conference on Communications, 2022

2021
Triple-Attention-Based Parallel Network for Hyperspectral Image Classification.
Remote. Sens., 2021

Triple-Input-Unsupervised neural Networks for deformable image registration.
Pattern Recognit. Lett., 2021

A Single-cell Transcriptome Atlas of Cashmere Goat Hair Follicle Morphogenesis.
Genom. Proteom. Bioinform., 2021

CrossoverScheduler: Overlapping Multiple Distributed Training Applications in a Crossover Manner.
CoRR, 2021

Efficient Spectral Pyramid and Spectral-Spatial Feature Interactive Hyperspectral Image Classification.
Proceedings of the Image and Graphics - 11th International Conference, 2021

Biomedical Image Segmentation Based on Classification Supervision.
Proceedings of the ICBBT 2021: 13th International Conference on Bioinformatics and Biomedical Technology, Xi'an, China, May 21, 2021

2020
Early Change Detection in Dynamic Machine Running Status Based on a New Stability Measure.
IEEE Trans. Instrum. Meas., 2020

Spectral-Spatial Exploration for Hyperspectral Image Classification via the Fusion of Fully Convolutional Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Attentive multi-stage convolutional neural network for crowd counting.
Pattern Recognit. Lett., 2020

A Cooperative Data Mining Approach for Potential Urban Rail Transit Demand Using Probe Vehicle Trajectories.
IEEE Access, 2020

2019
Real-time visual tracking with ELM augmented adaptive correlation filter.
Pattern Recognit. Lett., 2019

3D Dense Separated Convolution Module for Volumetric Image Analysis.
CoRR, 2019

Direct Universal Access: Making Data Center Resources Available to FPGA.
Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, 2019

DLBooster: Boosting End-to-End Deep Learning Workflows with Offloading Data Preprocessing Pipelines.
Proceedings of the 48th International Conference on Parallel Processing, 2019

2018
Visual tracking with genetic algorithm augmented logistic regression.
Signal Image Video Process., 2018

External Damage Risk Detection of Transmission Lines Using E-OHEM Enhanced Faster R-CNN.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

2017
Robust Face Recognition With Kernelized Locality-Sensitive Group Sparsity Representation.
IEEE Trans. Image Process., 2017

Ground Plane Detection with a New Local Disparity Texture Descriptor.
IEICE Trans. Inf. Syst., 2017

2016
Free Space Estimation on Nonflat Plane Based on V-Disparity.
IEEE Signal Process. Lett., 2016

Stereo Matching Based on Efficient Image-Guided Cost Aggregation.
IEICE Trans. Inf. Syst., 2016

Robust Scale Adaptive and Real-Time Visual Tracking with Correlation Filters.
IEICE Trans. Inf. Syst., 2016

Non-flat Road Detection Based on A Local Descriptor.
CoRR, 2016

2015
3-D Registration of Biological Images and Models: Registration of microscopic images and its uses in segmentation and annotation.
IEEE Signal Process. Mag., 2015

BlastNeuron for Automated Comparison, Retrieval and Clustering of 3D Neuron Morphologies.
Neuroinformatics, 2015

Robust Face Recognition with Locality-Sensitive Sparsity and Group Sparsity Constraints.
Proceedings of the Image and Graphics - 8th International Conference, 2015

2011
Simultaneous recognition and segmentation of cells: application in <i>C.elegans</i>.
Bioinform., 2011

2010
A principal skeleton algorithm for standardizing confocal images of fruit fly nervous systems.
Bioinform., 2010

2009
Research of Dispatching Method in Elevator Group Control System Based on Traffic Mode Identify.
Proceedings of the Business Intelligence: Artificial Intelligence in Business, 2009

2008
Mathematics motivation and achievement as predictors of high school students' guessing and help-seeking with instructional software.
J. Comput. Assist. Learn., 2008

2007
Relating Machine Estimates of Students' Learning Goals to Learning Outcomes: A DBN Approach.
Proceedings of the Artificial Intelligence in Education, 2007

2006
Classifying Learner Engagement through Integration of Multiple Data Sources.
Proceedings of the Proceedings, 2006

2005
Using Learner Focus of Attention to Detect Learner Motivation Factors.
Proceedings of the User Modeling 2005, 2005

Detecting the Learner's Motivational States in An Interactive Learning Environment.
Proceedings of the Artificial Intelligence in Education, 2005

Enhancing ITS instruction with integrated assessments of learner mood, motivation and gender.
Proceedings of the Artificial Intelligence in Education, 2005

2004
Choosing when to interact with learners.
Proceedings of the 9th International Conference on Intelligent User Interfaces, 2004

A stereo matching algorithm based on multiresolution and epipolar constraint.
Proceedings of the Third International Conference on Image and Graphics, 2004


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