Bin Wang

Orcid: 0000-0001-5265-1030

Affiliations:
  • Southwest Jiaotong University, School of Information Science and Technology, Institute of Artificial Intelligence, Chengdu, China
  • University of Technology Sydney, Faculty of Engineering and Information Technology, Centre for Artificial Intelligence, Sydney, Australia


According to our database1, Bin Wang authored at least 34 papers between 2012 and 2025.

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Bibliography

2025
Non-collective Calibrating Strategy for Time Series Forecasting.
CoRR, June, 2025

Local High-order Structure-aware Graph Neural Network for motif prediction.
Knowl. Based Syst., 2025

OSASformer: A transformer-based model for OSAS screening via multi-source representation fusion.
Knowl. Based Syst., 2025

Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024
MCN4Rec: Multi-level Collaborative Neural Network for Next Location Recommendation.
ACM Trans. Inf. Syst., July, 2024

Spatio-Temporal Enhanced Contrastive and Contextual Learning for Weather Forecasting.
IEEE Trans. Knowl. Data Eng., 2024

DeepWind: a heterogeneous spatio-temporal model for wind forecasting.
Knowl. Based Syst., 2024

UMOD: A Novel and Effective Urban Metro Origin-Destination Flow Prediction Method.
CoRR, 2024

Multi-Relational Graph Attention Network for Social Relationship Inference from Human Mobility Data.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023
HiSTGNN: Hierarchical spatio-temporal graph neural network for weather forecasting.
Inf. Sci., November, 2023

Robust anomaly detection for multivariate time series through temporal GCNs and attention-based VAE.
Knowl. Based Syst., 2023

DeepNWP4Wind: A Wind Forcasting Correction Solution in View of Multi-Criteria Evaluation.
Proceedings of the 18th International Conference on Intelligent Systems and Knowledge Engineering, 2023

2022
Real-Time Prediction System of Train Carriage Load Based on Multi-Stream Fuzzy Learning.
IEEE Trans. Intell. Transp. Syst., 2022

A quantile fusion methodology for deep forecasting.
Neurocomputing, 2022

2021
ScaleVLAD: Improving Multimodal Sentiment Analysis via Multi-Scale Fusion of Locally Descriptors.
CoRR, 2021

2020
Dynamic maintenance of rough approximations in multi-source hybrid information systems.
Inf. Sci., 2020

DeepPIPE: A distribution-free uncertainty quantification approach for time series forecasting.
Neurocomputing, 2020

Real-Time Decision Making for Train Carriage Load Prediction via Multi-stream Learning.
Proceedings of the AI 2020: Advances in Artificial Intelligence, 2020

2019
One-Shot SADI-EPE: A Visual Framework of Event Progress Estimation.
IEEE Trans. Circuits Syst. Video Technol., 2019

Improving Aspect Term Extraction With Bidirectional Dependency Tree Representation.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

Deep Uncertainty Quantification: A Machine Learning Approach for Weather Forecasting.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018
Deep Uncertainty Learning: A Machine Learning Approach for Weather Forecasting.
CoRR, 2018

Explore Uncertainty in Residual Networks for Crowds Flow Prediction.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Deep Multi-task Learning for Air Quality Prediction.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Development of Multi-person Pose Estimation Method Based on PAFs.
Proceedings of the Cognitive Systems and Signal Processing - 4th International Conference, 2018

2017
An incremental attribute reduction approach based on knowledge granularity with a multi-granulation view.
Inf. Sci., 2017

Robotic autonomous exploration SLAM using combination of Kinect and laser scanner.
Proceedings of the 2017 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2017

Operation action recognition using wearable devices with inertial sensors.
Proceedings of the 2017 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2017

Diverse activation functions in deep learning.
Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

Human tracking and following of mobile robot with a laser scanner.
Proceedings of the 2nd International Conference on Advanced Robotics and Mechatronics, 2017

2016
Development of Operation Estimation Method Based on Tracking Records Captured by Kinect.
Proceedings of the Cognitive Systems and Signal Processing, 2016

An Evaluation of 2D SLAM Techniques Based on Kinect and Laser Scanner.
Proceedings of the Cognitive Systems and Signal Processing, 2016

2013
Key-frame extraction for video captured by smart phones.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

2012
Depth-Assisted Face Detection and Association for People Counting.
Proceedings of the Pattern Recognition - Chinese Conference, 2012


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