Yuanchun Zhou

Orcid: 0000-0003-2144-1131

According to our database1, Yuanchun Zhou authored at least 112 papers between 2005 and 2024.

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Bibliography

2024
Traceable Group-Wise Self-Optimizing Feature Transformation Learning: A Dual Optimization Perspective.
ACM Trans. Knowl. Discov. Data, May, 2024

DEWP: Deep Expansion Learning for Wind Power Forecasting.
ACM Trans. Knowl. Discov. Data, April, 2024

COMAE: COMprehensive Attribute Exploration for Zero-shot Hashing.
CoRR, 2024

scInterpreter: Training Large Language Models to Interpret scRNA-seq Data for Cell Type Annotation.
CoRR, 2024

Unveiling Delay Effects in Traffic Forecasting: A Perspective from Spatial-Temporal Delay Differential Equations.
CoRR, 2024

DEWP: Deep Expansion Learning for Wind Power Forecasting.
CoRR, 2024

2023
Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification.
IEEE Trans. Knowl. Data Eng., September, 2023

HTCL-DDI: a hierarchical triple-view contrastive learning framework for drug-drug interaction prediction.
Briefings Bioinform., September, 2023

Learning Adaptive Embedding Considering Incremental Class.
IEEE Trans. Knowl. Data Eng., March, 2023

RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training.
IEEE Trans. Big Data, February, 2023

Lineage Landscape: a comprehensive database that records lineage commitment across species.
Nucleic Acids Res., January, 2023

Multimodal-Boost: Multimodal Medical Image Super-Resolution Using Multi-Attention Network With Wavelet Transform.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Temporal Inductive Path Neural Network for Temporal Knowledge Graph Reasoning.
CoRR, 2023

Interdisciplinary Fairness in Imbalanced Research Proposal Topic Inference: A Hierarchical Transformer-based Method with Selective Interpolation.
CoRR, 2023

NEEDED: Introducing Hierarchical Transformer to Eye Diseases Diagnosis.
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Hierarchical Reinforced Urban Planning: Jointly Steering Region and Block Configurations.
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Traceable Automatic Feature Transformation via Cascading Actor-Critic Agents.
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Semi-supervised Domain Adaptation in Graph Transfer Learning.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

RDKG: A Reinforcement Learning Framework for Disease Diagnosis on Knowledge Graph.
Proceedings of the IEEE International Conference on Data Mining, 2023

Resolving the Imbalance Issue in Hierarchical Disciplinary Topic Inference via LLM-based Data Augmentation.
Proceedings of the IEEE International Conference on Data Mining, 2023

Beyond Discrete Selection: Continuous Embedding Space Optimization for Generative Feature Selection.
Proceedings of the IEEE International Conference on Data Mining, 2023

Autodive: An Integrated Onsite Scientific Literature Annotation Tool.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
A novel image dehazing framework for robust vision-based intelligent systems.
Int. J. Intell. Syst., December, 2022

S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification.
ACM Trans. Knowl. Discov. Data, 2022

FuzzyAct: A Fuzzy-Based Framework for Temporal Activity Recognition in IoT Applications Using RNN and 3D-DWT.
IEEE Trans. Fuzzy Syst., 2022

VarEPS: an evaluation and prewarning system of known and virtual variations of SARS-CoV-2 genomes.
Nucleic Acids Res., 2022

Tracing the footsteps of open research data in China.
Learn. Publ., 2022

Digital image watermarking in sparse domain.
Inf. Secur. J. A Glob. Perspect., 2022

Graph Soft-Contrastive Learning via Neighborhood Ranking.
CoRR, 2022

Self-Optimizing Feature Transformation.
CoRR, 2022

Who Should Review Your Proposal? Interdisciplinary Topic Path Detection for Research Proposals.
CoRR, 2022

Unifying Human Mobility Forecasting and Trajectory Semantics Augmentation via Hawkes Process Based LSTM.
Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

AuxPOS: Improving Grammatical Correctness with Big Data Based Text Summarization.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Multi-scale Single Image Super-Resolution with Remote-Sensing Application Using Transferred Wide Residual Network.
Wirel. Pers. Commun., 2021

TWIST-GAN: Towards Wavelet Transform and Transferred GAN for Spatio-Temporal Single Image Super Resolution.
ACM Trans. Intell. Syst. Technol., 2021

RSIMS: Large-Scale Heterogeneous Remote Sensing Images Management System.
Remote. Sens., 2021

gcType: a high-quality type strain genome database for microbial phylogenetic and functional research.
Nucleic Acids Res., 2021

A remote-sensing image enhancement algorithm based on patch-wise dark channel prior and histogram equalisation with colour correction.
IET Image Process., 2021

A plexus-convolutional neural network framework for fast remote sensing image super-resolution in wavelet domain.
IET Image Process., 2021

RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training.
CoRR, 2021

LightCAKE: A Lightweight Framework for Context-Aware Knowledge Graph Embedding.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Expert Knowledge-Guided Length-Variant Hierarchical Label Generation for Proposal Classification.
Proceedings of the IEEE International Conference on Data Mining, 2021

Data Augmentation for Graph Convolutional Network on Semi-supervised Classification.
Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Context-Enhanced Entity and Relation Embedding for Knowledge Graph Completion (Student Abstract).
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
A Color Enhancement Scene Estimation Approach for Single Image Haze Removal.
IEEE Geosci. Remote. Sens. Lett., 2020

Sparse representation based computed tomography images reconstruction by coupled dictionary learning algorithm.
IET Image Process., 2020

Lossless digital image watermarking in sparse domain by using K-singular value decomposition algorithm.
IET Image Process., 2020

Context-Enhanced Entity and Relation Embedding for Knowledge Graph Completion.
CoRR, 2020

The Connectivity Evaluation Among Wells in Reservoir Utilizing Machine Learning Methods.
IEEE Access, 2020

Wavelet-Based Enhanced Medical Image Super Resolution.
IEEE Access, 2020

Exploiting Mutual Information for Substructure-aware Graph Representation Learning.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

A Crowdsourcing-Based Platform for Labelling Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Tree Structure-Aware Graph Representation Learning via Integrated Hierarchical Aggregation and Relational Metric Learning.
Proceedings of the 20th IEEE International Conference on Data Mining, 2020

2019
Unsupervised Author Disambiguation using Heterogeneous Graph Convolutional Network Embedding.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Spotting Trip Purposes from Taxi Trajectories: A General Probabilistic Model.
ACM Trans. Intell. Syst. Technol., 2018

Banded choropleth map.
Pers. Ubiquitous Comput., 2018

基于ORC元数据的Hive Join查询Reducer负载均衡方法 (ORC Metadata Based Reducer Load Balancing Method for Hive Join Queries).
计算机科学, 2018

Vulnerability Assessment of Metro Systems Based on Dynamic Network Structure.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Towards a Framework for Offering Remote Sensing Data in an Analysis-Ready Format.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Power optimization through peripheral circuit reusing integrated with loop tiling for RRAM crossbar-based CNN.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

Approximations and Bounds for (n, k) Fork-Join Queues: A Linear Transformation Approach.
Proceedings of the 18th IEEE/ACM International Symposium on Cluster, 2018

2017
An efficient data processing framework for mining the massive trajectory of moving objects.
Comput. Environ. Urban Syst., 2017

A Visual Analytics Approach for Station-Based Air Quality Data.
Sensors, 2017

An algorithm for event detection based on social media data.
Neurocomputing, 2017

Personalized microblog recommendation using sentimental features.
Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017

2016
A Model-Driven Visualization System Based on DVDL.
Proceedings of the Challenges and Opportunity with Big Data, 2016

Distributed retrieval for massive remote sensing image metadata on spark.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Species Distribution Modeling via Spatial Bagging of Multiple Conditional Random Fields.
Proceedings of the Database Systems for Advanced Applications, 2016

How to Use the Social Media Data in Assisting Restaurant Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2016

2015
Darwintree: A Molecular Data Analysis and Application Environment for Phylogenetic Study.
Data Sci. J., 2015

How to Find a Comfortable Bus Route - Towards Personalized Information Recommendation Services.
Data Sci. J., 2015

Automated Detection for Probable Homologous Foodborne Disease Outbreaks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

How to Find Appropriate Automobile Exhibition Halls: Towards a Personalized Recommendation Service for Auto Show.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

An effective method of optimizing geospatial metadata retrieval.
Proceedings of the 23rd International Conference on Geoinformatics, 2015

How to use open source data to assess infection disease risk: A framework and applications.
Proceedings of the 23rd International Conference on Geoinformatics, 2015

2014
Bird Flu Outbreak Prediction via Satellite Tracking.
IEEE Intell. Syst., 2014

The Geospatial Data Cloud: An Implementation of Applying Cloud Computing in Geosciences.
Data Sci. J., 2014

Improving query suggestion through noise filtering and query length prediction.
Proceedings of the 23rd International World Wide Web Conference, 2014

Benchmarking Replication and Consistency Strategies in Cloud Serving Databases: HBase and Cassandra.
Proceedings of the Big Data Benchmarks, Performance Optimization, and Emerging Hardware, 2014

A New Framework for Traffic Anomaly Detection.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Heterogeneous Metric Learning with Content-Based Regularization for Software Artifact Retrieval.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

RapidTree: A solution to rapid reconstruction phylogenetic tree.
Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014

Large-Scale Heterogeneous Program Retrieval through Frequent Pattern Discovery and Feature Correlation Analysis.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

2013
A grid-based clustering algorithm for wild bird distribution.
Frontiers Comput. Sci., 2013

An Efficient Strategy of Building Distributed Index Based on Lucene.
Proceedings of the Web-Age Information Management, 2013

A cloud Computation Architecture for Unconventional Emergency Management.
Proceedings of the Web-Age Information Management, 2013

PartFastTree: Constructing large phylogenetic trees and estimating their reliability.
Proceedings of the Ninth International Conference on Natural Computation, 2013

Bird-SDPS: A Migratory Birds' Spatial Distribution Prediction System.
Proceedings of the 9th IEEE International Conference on eScience, 2013

Mining Common Spatial-Temporal Periodic Patterns of Animal Movement.
Proceedings of the 9th IEEE International Conference on eScience, 2013

Who Will Follow Your Shop? Exploiting Multiple Information Sources in Finding Followers.
Proceedings of the Database Systems for Advanced Applications, 2013

Linked Data Platform D2R +.
Proceedings of the Linked Data and Knowledge Graph, 2013

2011
e-Science, the Way Leading to Modernization of Sciences and Technologies: e-Science Practice and Thought in Chinese Academy of Sciences.
Proceedings of the Guide to e-Science, Next Generation Scientific Research and Discovery, 2011

Exploring the wild birds' migration data for the disease spread study of H5N1: a clustering and association approach.
Knowl. Inf. Syst., 2011

Self-configuration model of service on large-scale server cluster system.
Proceedings of the International Conference on Electronic and Mechanical Engineering and Information Technology, 2011

A customized dynamic array for job scheduling queue of a large-scale server cluster.
Proceedings of the International Conference on Electronic and Mechanical Engineering and Information Technology, 2011

e-Science Practice for Wild Birds' Monitoring and Protection in Qinghai Lake Region.
Proceedings of the IEEE 7th International Conference on E-Science, 2011

Application of Data Mining in Research of Avian Influenza Virus Cross-Species Infection.
Proceedings of the IEEE 7th International Conference on E-Science, 2011

Generating Syntactic Tree Templates for Feature-Based Opinion Mining.
Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011

2010
An IDA-Based Parallel Storage Scheme in the Scientific Data Grid.
Data Sci. J., 2010

Birds Bring Flues? Mining Frequent and High Weighted Cliques from Birds Migration Networks.
Proceedings of the Database Systems for Advanced Applications, 2010

Analyze the Wild Birds' Migration Tracks by MPI-Based Parallel Clustering Algorithm.
Proceedings of the Advanced Data Mining and Applications - 6th International Conference, 2010

2009
Hierarchical Data Replication and Service Monitoring Methods in a Scientific Data Grid.
Data Sci. J., 2009

Design and Implementation of an XML-Based Universal Mobile Data Acquisition System.
Proceedings of the Fifth International Conference on Semantics, Knowledge and Grid, 2009

A Web Based Workflow System for Distributed Atmospheric Data Processing.
Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2009

Discovery of Migration Habitats and Routes of Wild Bird Species by Clustering and Association Analysis.
Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009

Exploring the Spatial Distribution of Bird Habitat with Cluster Analysis.
Proceedings of the 8th IEEE/ACIS International Conference on Computer and Information Science, 2009

2007
A Scalable Framework and Prototype for CAS e-Science.
Data Sci. J., 2007

2005
Mining Quantitative Association Rules on Overlapped Intervals.
Proceedings of the Advanced Data Mining and Applications, First International Conference, 2005


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