Zhipeng Luo

Orcid: 0000-0001-9323-7872

According to our database1, Zhipeng Luo authored at least 93 papers between 2012 and 2024.

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Bibliography

2024
Few-shot remaining useful life prediction based on meta-learning with deep sparse kernel network.
Inf. Sci., January, 2024

Modeling Continuous Motion for 3D Point Cloud Object Tracking.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Efficient Architecture Search for Continual Learning.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

Meta-DETR: Image-Level Few-Shot Detection With Inter-Class Correlation Exploitation.
IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

A multi-view clustering algorithm based on deep semi-NMF.
Inf. Fusion, November, 2023

Modeling multi-regional temporal correlation with gated recurrent unit and multiple linear regression for urban traffic flow prediction.
Knowl. Based Syst., February, 2023

Hierarchical Active Learning With Qualitative Feedback on Regions.
IEEE Trans. Hum. Mach. Syst., 2023

A Click-Based Interactive Segmentation Network for Point Clouds.
IEEE Trans. Geosci. Remote. Sens., 2023

TransPillars: Coarse-to-Fine Aggregation for Multi-Frame 3D Object Detection.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Online Map Vectorization for Autonomous Driving: A Rasterization Perspective.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Towards Efficient Use of Multi-Scale Features in Transformer-Based Object Detectors.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

DA-DETR: Domain Adaptive Detection Transformer with Information Fusion.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

DeepBlueAI at PragTag-2023: Ensemble-based Text Classification Approaches under Limited Data Resources.
Proceedings of the 10th Workshop on Argument Mining, 2023

2022
GCN-Based Pavement Crack Detection Using Mobile LiDAR Point Clouds.
IEEE Trans. Intell. Transp. Syst., 2022

Detection of Individual Trees in UAV LiDAR Point Clouds Using a Deep Learning Framework Based on Multichannel Representation.
IEEE Trans. Geosci. Remote. Sens., 2022

A GCN-Based Method for Extracting Power Lines and Pylons From Airborne LiDAR Data.
IEEE Trans. Geosci. Remote. Sens., 2022

Domain consistency regularization for unsupervised multi-source domain adaptive classification.
Pattern Recognit., 2022

Adaptive Pyramid Context Fusion for Point Cloud Perception.
IEEE Geosci. Remote. Sens. Lett., 2022

Feature selection for label distribution learning using dual-similarity based neighborhood fuzzy entropy.
Inf. Sci., 2022

Counting and locating high-density objects using convolutional neural network.
Expert Syst. Appl., 2022

DETR4D: Direct Multi-View 3D Object Detection with Sparse Attention.
CoRR, 2022

Towards Efficient Use of Multi-Scale Features in Transformer-Based Object Detectors.
CoRR, 2022

Exploring Point-BEV Fusion for 3D Point Cloud Object Tracking with Transformer.
CoRR, 2022

Semantic-Aligned Matching for Enhanced DETR Convergence and Multi-Scale Feature Fusion.
CoRR, 2022

IDA-Net: Intensity-distribution aware networks for semantic segmentation of 3D MLS point clouds in indoor corridor environments.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Weakly supervised high spatial resolution land cover mapping based on self-training with weighted pseudo-labels.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Automated extraction of building instances from dual-channel airborne LiDAR point clouds.
Int. J. Appl. Earth Obs. Geoinformation, 2022

WGNet: Wider graph convolution networks for 3D point cloud classification with local dilated connecting and context-aware.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping.
Int. J. Appl. Earth Obs. Geoinformation, 2022

PTTR: Relational 3D Point Cloud Object Tracking with Transformer.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Accelerating DETR Convergence via Semantic-Aligned Matching.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

GenCo: Generative Co-training for Generative Adversarial Networks with Limited Data.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge.
IEEE Trans. Medical Imaging, 2021

Mapping and Semantic Modeling of Underground Parking Lots Using a Backpack LiDAR System.
IEEE Trans. Intell. Transp. Syst., 2021

Winning Solutions and Post-Challenge Analyses of the ChaLearn AutoDL Challenge 2019.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

GenCo: Generative Co-training on Data-Limited Image Generation.
CoRR, 2021

DA-DETR: Domain Adaptive Detection Transformer by Hybrid Attention.
CoRR, 2021

Meta-DETR: Few-Shot Object Detection via Unified Image-Level Meta-Learning.
CoRR, 2021

Semantic Segmentation with Labeling Uncertainty and Class Imbalance.
CoRR, 2021

DeepBlueAI at WANLP-EACL2021 task 2: A Deep Ensemble-based Method for Sarcasm and Sentiment Detection in Arabic.
Proceedings of the Sixth Arabic Natural Language Processing Workshop, 2021

DeepBlueAI at SemEval-2021 Task 7: Detecting and Rating Humor and Offense with Stacking Diverse Language Model-Based Methods.
Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

DeepBlueAI at SemEval-2021 Task 1: Lexical Complexity Prediction with A Deep Ensemble Approach.
Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

AutoSmart: An Efficient and Automatic Machine Learning Framework for Temporal Relational Data.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

A Local Topological Information Aware Based Deep Learning Method for Ground Filtering from Airborne Lidar Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021



Unsupervised Domain Adaptive 3D Detection with Multi-Level Consistency.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

MapRE: An Effective Semantic Mapping Approach for Low-resource Relation Extraction.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

BERT-based Acronym Disambiguation with Multiple Training Strategies.
Proceedings of the Workshop on Scientific Document Understanding co-located with 35th AAAI Conference on Artificial Inteligence, 2021

2020
A -20 dBm Passive UHF RFID Tag IC With MTP NVM in 0.13-μm Standard CMOS Process.
IEEE Trans. Circuits Syst., 2020

AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results.
CoRR, 2020

A Technical Report for VIPriors Image Classification Challenge.
CoRR, 2020

Challenge report: VIPriors Action Recognition Challenge.
CoRR, 2020

VIPriors Object Detection Challenge.
CoRR, 2020

Efficient Architecture Search for Continual Learning.
CoRR, 2020

A Hybrid Genetic Algorithm With Bidirectional Mutation for Maximizing Lifetime of Heterogeneous Wireless Sensor Networks.
IEEE Access, 2020

A Strong Baseline for Multiple Object Tracking on VidOR Dataset.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Extracting Vehicles in Point Clouds of Underground Parking Lots Based on Graph Convolution.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Extraction of Power Lines and Pylons from LiDAR Point Clouds Using a GCN-Based Method.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

A Benchmark for Analyzing Chart Images.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Delving into High Quality Endoscopic Diagnoses.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Multi-Task Learning Via SA-FPN and EJ-Head.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Challenge report Recognizing Families In the Wild Data Challenge.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Challenge report: Compound Emotion challenge.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

AMLN: Adversarial-Based Mutual Learning Network for Online Knowledge Distillation.
Proceedings of the Computer Vision - ECCV 2020, 2020







Hierarchical Active Learning with Overlapping Regions.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
Rapid Urban Roadside Tree Inventory Using a Mobile Laser Scanning System.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Learning Fast Matching Models from Weak Annotations.
Proceedings of the World Wide Web Conference, 2019

Region-Based Active Learning with Hierarchical and Adaptive Region Construction.
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

Adaptive Ensemble: Solution to the Biomedia ACM MM GrandChallenge 2019.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

AccuAir: Winning Solution to Air Quality Prediction for KDD Cup 2018.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019



2018
Hierarchical Active Learning with Proportion Feedback on Regions.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Hierarchical Active Learning with Group Proportion Feedback.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Genetic algorithm based sleep scheduling for maximizing lifetime of wireless sensor networks.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

LiDAR-Video Driving Dataset: Learning Driving Policies Effectively.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
User-level microblogging recommendation incorporating social influence.
J. Assoc. Inf. Sci. Technol., 2017

Use of ground penetrating radar for detecting underground holes in urban areas: XMU's experience.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Group-Based Active Learning of Classification Models.
Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017

2016
REQUEST: A scalable framework for interactive construction of exploratory queries.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
Topic-level opinion influence model (TOIM): An investigation using tencent microblogging.
J. Assoc. Inf. Sci. Technol., 2015

A Security-Critical Task Management Method for Distributed Real-Time Systems.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

2012
What is the Nature of Tencent Weibo: Detect the Unique Features of Tencent Users
CoRR, 2012

User-level Weibo Recommendation incorporating Social Influence based on Semi-Supervised Algorithm
CoRR, 2012

Topic-Level Opinion Influence Model(TOIM): An Investigation Using Tencent Micro-Blogging
CoRR, 2012

Mining topic-level opinion influence in microblog.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012


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