Junbo Zhang
Orcid: 0000-0001-5947-1374
According to our database1,
Junbo Zhang
authored at least 190 papers
between 2010 and 2025.
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Bibliography
2025
Deep learning for cross-domain data fusion in urban computing: Taxonomy, advances, and outlook.
Inf. Fusion, 2025
2024
IEEE Trans. Knowl. Data Eng., December, 2024
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey.
IEEE Trans. Knowl. Data Eng., October, 2024
Integrating a Pipette Into a Robot Manipulator With Uncalibrated Vision and TCP for Liquid Handling.
IEEE Trans Autom. Sci. Eng., October, 2024
Multi-Scale Spatial Attention-Based Multi-Channel 2D Convolutional Network for Soil Property Prediction.
Sensors, July, 2024
BAFormer: A Novel Boundary-Aware Compensation UNet-like Transformer for High-Resolution Cropland Extraction.
Remote. Sens., July, 2024
Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation.
ACM Trans. Intell. Syst. Technol., April, 2024
Underwater image dehazing using a novel color channel based dual transmission map estimation.
Multim. Tools Appl., 2024
Knowl. Based Syst., 2024
The impact of emotional expression by artificial intelligence recommendation chatbots on perceived humanness and social interactivity.
Decis. Support Syst., 2024
Emotional expressions of care and concern by customer service chatbots: Improved customer attitudes despite perceived inauthenticity.
Decis. Support Syst., 2024
CoRR, 2024
Enhancing Automated Audio Captioning via Large Language Models with Optimized Audio Encoding.
CoRR, 2024
CoRR, 2024
Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook.
CoRR, 2024
Real-time service task scheduling with fine-grained resource utilization to benefit important industrial business.
Comput. Ind. Eng., 2024
Proceedings of the Twenty-fifth International Symposium on Theory, 2024
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Spatio-Temporal Consistency Enhanced Differential Network for Interpretable Indoor Temperature Prediction.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
The 4th KDD Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems (DeepSpatial'24).
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
VQGG: Generating Adaptive Graphs for Traffic Forecasting via a Vector-Quantized Graph Generator.
Proceedings of the International Joint Conference on Neural Networks, 2024
Proceedings of the International Joint Conference on Neural Networks, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Long Video Scoring Method Fusing High-Precision Pose and Spatio-Temporal Attention Modules.
Proceedings of the Web and Big Data - 8th International Joint Conference, 2024
2023
Reinvigorating sustainability in Internet of Things marketing: Framework for multi-round real-time bidding with game machine learning.
Internet Things, December, 2023
Inf. Sci., November, 2023
IEEE Trans. Knowl. Data Eng., October, 2023
Teaching quality monitoring and evaluation of physical education teaching in ordinary college based on edge computing optimization model.
J. Supercomput., October, 2023
Mixed-Order Relation-Aware Recurrent Neural Networks for Spatio-Temporal Forecasting.
IEEE Trans. Knowl. Data Eng., September, 2023
Forecasting Fine-Grained Urban Flows Via Spatio-Temporal Contrastive Self-Supervision.
IEEE Trans. Knowl. Data Eng., August, 2023
IEEE Trans. Knowl. Data Eng., June, 2023
Shortening Passengers' Travel Time: A Dynamic Metro Train Scheduling Approach Using Deep Reinforcement Learning.
IEEE Trans. Knowl. Data Eng., May, 2023
Cross-Domain Knowledge Graph Chiasmal Embedding for Multi-Domain Item-Item Recommendation.
IEEE Trans. Knowl. Data Eng., May, 2023
AutoSTG<sup>+</sup>: An automatic framework to discover the optimal network for spatio-temporal graph prediction.
Artif. Intell., May, 2023
Urban Flow Pattern Mining Based on Multi-Source Heterogeneous Data Fusion and Knowledge Graph Embedding.
IEEE Trans. Knowl. Data Eng., 2023
IEEE Trans. Knowl. Data Eng., 2023
Spatio-Temporal Contrastive Self-Supervised Learning for POI-level Crowd Flow Inference.
CoRR, 2023
Understanding temporally weakly supervised training: A case study for keyword spotting.
CoRR, 2023
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey.
CoRR, 2023
Motor Imagery EEG Recognition Based on an Improved Convolutional Neural Network with Parallel Gate Recurrent Unit.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023
Focus on the Sound around You: Monaural Target Speaker Extraction via Distance and Speaker Information.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Improved RAKE receiver for underwater acoustic spread spectrum communication based on m-SAMP channel estimation.
Proceedings of the IEEE International Conference on Signal Processing, 2023
Proceedings of the IEEE International Conference on Signal Processing, 2023
Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning?
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Win-Win: A Privacy-Preserving Federated Framework for Dual-Target Cross-Domain Recommendation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
GetMobile Mob. Comput. Commun., December, 2022
Unsupervised Adversarial Domain Adaptation for Agricultural Land Extraction of Remote Sensing Images.
Remote. Sens., December, 2022
IEEE Trans. Knowl. Data Eng., 2022
Predicting Citywide Crowd Flows in Irregular Regions Using Multi-View Graph Convolutional Networks.
IEEE Trans. Knowl. Data Eng., 2022
IEEE Trans. Knowl. Data Eng., 2022
ACM Trans. Intell. Syst. Technol., 2022
IEEE Trans. Big Data, 2022
Research on control method of upper limb exoskeleton based on mixed perception model.
Robotica, 2022
Fusing Spatial Attention with Spectral-Channel Attention Mechanism for Hyperspectral Image Classification via Encoder-Decoder Networks.
Remote. Sens., 2022
Proc. ACM Comput. Graph. Interact. Tech., 2022
A novel compression framework of the dense point-cloud model for cultural heritage artifacts.
Multim. Tools Appl., 2022
Integrating a Manual Pipette into a Collaborative Robot Manipulator for Flexible Liquid Dispensing.
CoRR, 2022
A Cross-City Federated Transfer Learning Framework: A Case Study on Urban Region Profiling.
CoRR, 2022
NFCapsule: An Ingestible Sensor Pill for Eosinophilic Esophagitis Detection Based on near-Field Coupling.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022
An Empirical Study of Weakly Supervised Audio Tagging Embeddings for General Audio Representations.
Proceedings of the Odyssey 2022: The Speaker and Language Recognition Workshop, 28 June, 2022
Precision CityShield Against Hazardous Chemicals Threats via Location Mining and Self-Supervised Learning.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
DeepSpatial'22: The 3rd International Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Towards Relational Multi-Agent Reinforcement Learning via Inductive Logic Programming.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022
Proceedings of the Database Systems for Advanced Applications, 2022
Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance with Expanded Views.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
2021
ACM Trans. Intell. Syst. Technol., 2021
Inf. Fusion, 2021
IEEE Intell. Syst., 2021
GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10, 000 Hours of Transcribed Audio.
CoRR, 2021
Proceedings of the WWW '21: The Web Conference 2021, 2021
Proceedings of the WWW '21: The Web Conference 2021, 2021
speechocean762: An Open-Source Non-Native English Speech Corpus for Pronunciation Assessment.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
GigaSpeech: An Evolving, Multi-Domain ASR Corpus with 10, 000 Hours of Transcribed Audio.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Trans. Knowl. Data Eng., 2020
Inf. Fusion, 2020
Inf. Fusion, 2020
Data Augmentation For Children's Speech Recognition - The "Ethiopian" System For The SLT 2021 Children Speech Recognition Challenge.
CoRR, 2020
IEEE Access, 2020
Online Estimation of Power System Inertia Constant Under Normal Operating Conditions.
IEEE Access, 2020
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020
Proceedings of the MobiSys '20: The 18th Annual International Conference on Mobile Systems, 2020
Joltik: enabling energy-efficient "future-proof" analytics on low-power wide-area networks.
Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2020
Power System Sensitivity Matrix Estimation by Multivariable Least Squares Considering Mitigating Data Saturation.
Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
2019
IEEE Trans. Ind. Informatics, 2019
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019
CoRR, 2019
CoRR, 2019
Predicting Citywide Crowd Flows in Irregular Regions Using Multi-View Graph Convolutional Networks.
CoRR, 2019
CoRR, 2019
Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, 2019
Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
CityTraffic: Modeling Citywide Traffic via Neural Memorization and Generalization Approach.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
CoRR, 2018
Artif. Intell., 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
Investigating Generative Adversarial Networks Based Speech Dereverberation for Robust Speech Recognition.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Noise Effect and Noise-Assisted Ensemble Regression in Power System Online Sensitivity Identification.
IEEE Trans. Ind. Informatics, 2017
IEEE Trans. Ind. Electron., 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
IEEE Trans. Ind. Informatics, 2016
IEEE Trans. Ind. Informatics, 2016
Efficient parallel boolean matrix based algorithms for computing composite rough set approximations.
Inf. Sci., 2016
Incremental updating of rough approximations in interval-valued information systems under attribute generalization.
Inf. Sci., 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016
2015
A Parallel Matrix-Based Method for Computing Approximations in Incomplete Information Systems.
IEEE Trans. Knowl. Data Eng., 2015
Incremental updating approximations in probabilistic rough sets under the variation of attributes.
Knowl. Based Syst., 2015
Knowl. Based Syst., 2015
不同MapReduce运行系统的性能测试与分析 (Performance Testing and Analysis among Different MapReduce Runtime Systems).
计算机科学, 2015
A fuzzy rough set approach for incremental feature selection on hybrid information systems.
Fuzzy Sets Syst., 2015
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015
2014
A comparison of parallel large-scale knowledge acquisition using rough set theory on different MapReduce runtime systems.
Int. J. Approx. Reason., 2014
A rough set-based incremental approach for learning knowledge in dynamic incomplete information systems.
Int. J. Approx. Reason., 2014
Incremental Maintenance of Rough Fuzzy Set Approximations under the Variation of Object Set.
Fundam. Informaticae, 2014
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
2013
IEICE Trans. Inf. Syst., 2013
Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013
A Fuzzy Rough Set Approach for Incrementally Updating Approximations in Hybrid Information Systems.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2013
Proceedings of the International Conference on Parallel and Distributed Computing, 2013
Proceedings of the International Symposium on Biometrics and Security Technologies, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the 2013 International Conference on Asian Language Processing, 2013
An incremental approach for updating approximations of rough fuzzy set under the variation of attribute values.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, 2013
2012
Proceedings of the Autonomous Systems: Developments and Trends, 2012
Rough sets based matrix approaches with dynamic attribute variation in set-valued information systems.
Int. J. Approx. Reason., 2012
IEICE Trans. Inf. Syst., 2012
Proceedings of the Advances in Swarm Intelligence - Third International Conference, 2012
An Incremental Approach for Updating Approximations of Rough Fuzzy Sets under the Variation of the Object Set.
Proceedings of the Rough Sets and Current Trends in Computing, 2012
Proceedings of the 1st International Workshop on Big Data, 2012
Proceedings of the Artificial Intelligence and Computational Intelligence, 2012
2011
Incremental learning optimization on knowledge discovery in dynamic business intelligent systems.
J. Glob. Optim., 2011
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011
2010
A new method for calculation of the approximations under the probabilistic rough sets.
Proceedings of the 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2010
An approach for incremental updating approximations in Variable precision rough sets while attribute generalized.
Proceedings of the 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2010
Approaches for dynamically updating set approximations in dominance based rough sets while condition attributes value coarsening and refining.
Proceedings of the 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2010
A Method for Incremental Updating Approximations Based on Variable Precision Set-Valued Ordered Information Systems.
Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010
A Method for Incremental Updating Approximations when Objects and Attributes Vary with Time.
Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010