Mengqi Hu

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 22

Top Topics

Sparse Approximation

Reinforcement Learning

Particle Swarm Optimizer

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Comput. Ind. Eng.

Publications

Ruisi Xu, Chenyu Liu, Mengqi Hu, Size Qian, Yuan Zhang, Tao Lin
OMMS: Multiple Control based Adaptive 360° Video Streaming. MMSys (2024)
Di Wang, Mengqi Hu
Deep Deterministic Policy Gradient With Compatible Critic Network. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Di Wang, Mengqi Hu
Contrastive Learning Methods for Deep Reinforcement Learning. IEEE Access 11 (2023)
Mengqi Hu, Yifei Lou, Bao Wang, Ming Yan, Xiu Yang, Qiang Ye
Accelerated Sparse Recovery via Gradient Descent with Nonlinear Conjugate Gradient Momentum. J. Sci. Comput. 95 (1) (2023)
Mohammed Alqahtani, Michael J. Scott, Mengqi Hu
Dynamic energy scheduling and routing of a large fleet of electric vehicles using multi-agent reinforcement learning. Comput. Ind. Eng. 169 (2022)
Mengqi Hu, Yifei Lou, Xiu Yang
A General Framework of Rotational Sparse Approximation in Uncertainty Quantification. SIAM/ASA J. Uncertain. Quantification 10 (4) (2022)
Di Wang, Mengqi Hu, Jeffery D. Weir
Simultaneous task and energy planning using deep reinforcement learning. Inf. Sci. 607 (2022)
Zishun Yu, Mengqi Hu
Deep Reinforcement Learning With Graph Representation for Vehicle Repositioning. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Hao Yu, Mengqi Hu
Epilepsy SEEG Data Classification Based On Domain Adversarial Learning. IEEE Access 9 (2021)
Jinghang Li, Mengqi Hu
Continuous Model Adaptation Using Online Meta-Learning for Smart Grid Application. IEEE Trans. Neural Networks Learn. Syst. 32 (8) (2021)
Xianghua Chu, Fulin Cai, Can Cui, Mengqi Hu, Li Li, Quande Qin
Adaptive recommendation model using meta-learning for population-based algorithms. Inf. Sci. 476 (2019)
Mengqi Hu, Jiming Zheng
基于量化颜色特征和SURF检测器的图像盲鉴别算法 (Blind Image Identification Algorithm Based on HSV Quantized Color Feature and SURF Detector). 计算机科学 46 (11A) (2019)
Carlos Marino, Mohammad Marufuzzaman, Mengqi Hu, M. D. Sarder
operation decision model under uncertainty. Comput. Ind. Eng. 115 (2018)
Wei Fang, Xinhong Song, Xiaojun Wu, Jun Sun, Mengqi Hu
Novel efficient deployment schemes for sensor coverage in mobile wireless sensor networks. Inf. Fusion 41 (2018)
Mengqi Hu, Yang Chen, Xiaopeng Li, Kaiqi Xiong
An agent-based simulation model for distributed vehicle sharing operations. WSC (2017)
Jiaqi Fan, Mengqi Hu, Xianghua Chu, Dong Yang
A comparison analysis of swarm intelligence algorithms for robot swarm learning. WSC (2017)
Yejian Zhou, Lei Zhang, Hongxian Wang, Zhijun Qiao, Mengqi Hu
Attitude estimation of space targets by extracting line features from ISAR image sequences. ICSPCC (2017)
Pat P. Banerjee, Mengqi Hu, Rahul Kannan, Srinivasan Krishnaswamy
A Semi-automated Approach to Improve the Efficiency of Medical Imaging Segmentation for Haptic Rendering. J. Digit. Imaging 30 (4) (2017)
Yang Chen, Shu Yang, Mengqi Hu, Yao-Jan Wu
A reliability-based transit trip planning model under transit network uncertainty. Public Transp. 8 (3) (2016)
Can Cui, Mengqi Hu, Jeffery D. Weir, Teresa Wu
A recommendation system for meta-modeling: A meta-learning based approach. Expert Syst. Appl. 46 (2016)
Lei Zhang, Mengqi Hu, Guangyong Wang, Hongxian Wang
Range-Dependent Map-Drift Algorithm for Focusing UAV SAR Imagery. IEEE Geosci. Remote. Sens. Lett. 13 (8) (2016)
Wei Fang, Xiaodong Li, Mengjie Zhang, Mengqi Hu
Nature-Inspired Algorithms for Real-World Optimization Problems. J. Appl. Math. 2015 (2015)
Mengqi Hu, Jeffery D. Weir, Teresa Wu
An augmented multi-objective particle swarm optimizer for building cluster operation decisions. Appl. Soft Comput. 25 (2014)
Xianghua Chu, Mengqi Hu, Teresa Wu, Jeffery D. Weir, Qiang Lu
: An optimizer using adaptive heterogeneous particle swarms. Inf. Sci. 280 (2014)
Can Cui, Teresa Wu, Mengqi Hu, Jeffery D. Weir, Xianghua Chu
Accuracy vs. robustness: bi-criteria optimized ensemble of metamodels. WSC (2014)
Mengqi Hu, Teresa Wu, Jeffery D. Weir
An Adaptive Particle Swarm Optimization With Multiple Adaptive Methods. IEEE Trans. Evol. Comput. 17 (5) (2013)
Mengqi Hu, Jeffery D. Weir, Teresa Wu
Decentralized operation strategies for an integrated building energy system using a memetic algorithm. Eur. J. Oper. Res. 217 (1) (2012)
Mengqi Hu, Teresa Wu, Jeffery D. Weir
An intelligent augmentation of particle swarm optimization with multiple adaptive methods. Inf. Sci. 213 (2012)
Shanshan Wang, William Pavlicek, Catherine C. Roberts, Steve G. Langer, Muhong Zhang, Mengqi Hu, Richard L. Morin, Beth A. Schueler, Clinton V. Wellnitz, Teresa Wu
An Automated DICOM Database Capable of Arbitrary Data Mining (Including Radiation Dose Indicators) for Quality Monitoring. J. Digit. Imaging 24 (2) (2011)