James J. Q. Yu | DeepAI

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Featured Co-authors

Dusit Niyato
211 publications
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139 publications
Zheng Wang
133 publications
Yi Wu
65 publications
Jiawen Kang
52 publications
Victor O. K. Li
41 publications
Kai Zheng
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Yan Zhao
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Ying Wu
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Dalin Zhang
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Albert Y. S. Lam
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∙ 03/16/2023

Adaptive Modeling of Uncertainties for Traffic Forecasting

Deep neural networks (DNNs) have emerged as a dominant approach for deve...

0 Ying Wu, et al. ∙

∙ 03/13/2023

Traffic Prediction with Transfer Learning: A Mutual Information-based Approach

In modern traffic management, one of the most essential yet challenging ...

0 Yunjie Huang, et al. ∙

∙ 08/11/2022

Uncertainty Quantification for Traffic Forecasting: A Unified Approach

Uncertainty is an essential consideration for time series forecasting ta...

0 Weizhu Qian, et al. ∙

∙ 02/08/2022

Social-DualCVAE: Multimodal Trajectory Forecasting Based on Social Interactions Pattern Aware and Dual Conditional Variational Auto-Encoder

Pedestrian trajectory forecasting is a fundamental task in multiple util...

0 Jiashi Gao, et al. ∙

∙ 10/14/2021

Resource-constrained Federated Edge Learning with Heterogeneous Data: Formulation and Analysis

Efficient collaboration between collaborative machine learning and wirel...

8 YI LIU, et al. ∙

∙ 03/19/2020

Privacy-preserving Traffic Flow Prediction: A Federated Learning Approach

Existing traffic flow forecasting approaches by deep learning models ach...

0 YI LIU, et al. ∙

∙ 10/04/2019

PPGAN: Privacy-preserving Generative Adversarial Network

Generative Adversarial Network (GAN) and its variants serve as a perfect...

0 YI LIU, et al. ∙

∙ 11/21/2017

A Unified Framework for Wide Area Measurement System Planning

Wide area measurement system (WAMS) is one of the essential components i...

0 James J. Q. Yu, et al. ∙

∙ 11/21/2017

Delay Aware Intelligent Transient Stability Assessment System

Transient stability assessment is a critical tool for power system desig...

0 James J. Q. Yu, et al. ∙

∙ 07/27/2015

A Social Spider Algorithm for Solving the Non-convex Economic Load Dispatch Problem

Economic Load Dispatch (ELD) is one of the essential components in power...

0 James J. Q. Yu, et al. ∙

∙ 07/09/2015

Adaptive Chemical Reaction Optimization for Global Numerical Optimization

A newly proposed chemical-reaction-inspired metaheurisic, Chemical React...

0 James J. Q. Yu, et al. ∙

∙ 07/09/2015

Parameter Sensitivity Analysis of Social Spider Algorithm

Social Spider Algorithm (SSA) is a recently proposed general-purpose rea...

0 James J. Q. Yu, et al. ∙

∙ 02/09/2015

A Social Spider Algorithm for Global Optimization

The growing complexity of real-world problems has motivated computer sci...

0 James J. Q. Yu, et al. ∙

∙ 02/01/2015

Chemical Reaction Optimization for the Set Covering Problem

The set covering problem (SCP) is one of the representative combinatoria...

0 James J. Q. Yu, et al. ∙

∙ 02/01/2015

An Inter-molecular Adaptive Collision Scheme for Chemical Reaction Optimization

Optimization techniques are frequently applied in science and engineerin...

0 James J. Q. Yu, et al. ∙

∙ 02/01/2015

Optimal V2G Scheduling of Electric Vehicles and Unit Commitment using Chemical Reaction Optimization

An electric vehicle (EV) may be used as energy storage which allows the ...

0 James J. Q. Yu, et al. ∙

∙ 02/01/2015

Sensor Deployment for Air Pollution Monitoring Using Public Transportation System

Air pollution monitoring is a very popular research topic and many monit...

0 James J. Q. Yu, et al. ∙

∙ 02/01/2015

Real-Coded Chemical Reaction Optimization with Different Perturbation Functions

Chemical Reaction Optimization (CRO) is a powerful metaheuristic which m...

0 James J. Q. Yu, et al. ∙

∙ 02/01/2015

Evolutionary Artificial Neural Network Based on Chemical Reaction Optimization

Evolutionary algorithms (EAs) are very popular tools to design and evolv...

0 James J. Q. Yu, et al. ∙