Qiming Fu

Orcid: 0000-0001-9757-4323

Affiliations:
  • Suzhou University of Science and Technology, School of Electronic and Information Engineering, China
  • Suzhou University of Science and Technology, Jiangsu Province Key Laboratory of Intelligent Building Energy Efficiency, China
  • Soochow University, School of Computer Science and Technology, Jiangsu, China (PhD 2014)


According to our database1, Qiming Fu authored at least 60 papers between 2009 and 2024.

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Bibliography

2024
LoGo-GR: A Local to Global Graphical Reasoning Framework for Extracting Structured Information From Biomedical Literature.
IEEE J. Biomed. Health Informatics, April, 2024

2023
A Sub-flow Adaptive Multipath Routing Algorithm for Data Centre Network.
Int. J. Comput. Intell. Syst., December, 2023

Generalized gradient emphasis learning for off-policy evaluation and control with function approximation.
Neural Comput. Appl., November, 2023

DNA protein binding recognition based on lifelong learning.
Comput. Biol. Medicine, September, 2023

Temporal-difference emphasis learning with regularized correction for off-policy evaluation and control.
Appl. Intell., September, 2023

Extracting biomedical relation from cross-sentence text using syntactic dependency graph attention network.
J. Biomed. Informatics, August, 2023

MAML<sup>2</sup>: meta reinforcement learning via meta-learning for task categories.
Frontiers Comput. Sci., August, 2023

Reinforcement Learning in Few-Shot Scenarios: A Survey.
J. Grid Comput., June, 2023

2022
G Protein-Coupled Receptor Interaction Prediction Based on Deep Transfer Learning.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Energy-efficient control of thermal comfort in multi-zone residential HVAC via reinforcement learning.
Connect. Sci., 2022

AGCN: Augmented Graph Convolutional Network for Lifelong Multi-Label Image Recognition.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Study on Path Planning of Multi-storey Parking Lot Based on Combined Loss Function.
Proceedings of the Intelligent Computing Methodologies - 18th International Conference, 2022

A Multivariate Time Series Anomaly Detection Model Based on Graph Attention Mechanism in Energy Consumption of Intelligent Buildings.
Proceedings of the Tenth International Conference on Advanced Cloud and Big Data, 2022

Deep Reinforcement Learning for Task Scheduling in Intelligent Building Edge Network.
Proceedings of the Tenth International Conference on Advanced Cloud and Big Data, 2022

2021
Behavior Prediction for Unmanned Driving Based on Dual Fusions of Feature and Decision.
IEEE Trans. Intell. Transp. Syst., 2021

Empirical Potential Energy Function Toward ab Initio Folding G Protein-Coupled Receptors.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Gradient temporal-difference learning for off-policy evaluation using emphatic weightings.
Inf. Sci., 2021

A novel double-mGBDT-based Q-learning.
Int. J. Model. Identif. Control., 2021

Research on RNA secondary structure predicting via bidirectional recurrent neural network.
BMC Bioinform., 2021

Multi-zone Residential HVAC Control with Satisfying Occupants' Thermal Comfort Requirements and Saving Energy via Reinforcement Learning.
Proceedings of the Parallel and Distributed Computing, Applications and Technologies, 2021

DNA-Binding Protein Prediction Based on Deep Learning Feature Fusion.
Proceedings of the Intelligent Computing Theories and Application, 2021

A Reinforcement Learning-Based Model for Human MicroRNA-Disease Association Prediction.
Proceedings of the Intelligent Computing Theories and Application, 2021

Applying Graph Neural Network in Deep Reinforcement Learning to Optimize Wireless Network Routing.
Proceedings of the Ninth International Conference on Advanced Cloud and Big Data, 2021

2020
Cloud data acquisition and processing model based on blockchain.
J. Intell. Fuzzy Syst., 2020

Online model-learning algorithm from samples and trajectories.
J. Ambient Intell. Humaniz. Comput., 2020

A Building Energy Consumption Prediction Method Based on Integration of a Deep Neural Network and Transfer Reinforcement Learning.
Int. J. Pattern Recognit. Artif. Intell., 2020

An Adaptive Similarity-Measuring-Based CMAB Model for Recommendation System.
IEEE Access, 2020

A Depression Recognition Method for College Students Using Deep Integrated Support Vector Algorithm.
IEEE Access, 2020

Prediction of Membrane Protein Interaction Based on Deep Residual Learning.
Proceedings of the Intelligent Computing Theories and Application, 2020

2019
一种基于生成对抗网络的强化学习算法 (Reinforcement Learning Algorithm Based on Generative Adversarial Networks).
计算机科学, 2019

Variational Bayesian Exploration-Based Active Sarsa Algorithm.
Int. J. Pattern Recognit. Artif. Intell., 2019

A policy conflict detection mechanism for multi-controller software-defined networks.
Int. J. Distributed Sens. Networks, 2019

Multi-threading parallel reinforcement learning.
Int. J. Comput. Appl. Technol., 2019

Efficient reinforcement learning in continuous state and action spaces with Dyna and policy approximation.
Frontiers Comput. Sci., 2019

Unsupervised Object Transfiguration with Attention.
Cogn. Comput., 2019

Residual Sarsa algorithm with function approximation.
Clust. Comput., 2019

Research on predicting 2D-HP protein folding using reinforcement learning with full state space.
BMC Bioinform., 2019

Ranking near-native candidate protein structures via random forest classification.
BMC Bioinform., 2019

Predicting RNA secondary structure via adaptive deep recurrent neural networks with energy-based filter.
BMC Bioinform., 2019

SR-GAN: Semantic Rectifying Generative Adversarial Network for Zero-shot Learning.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Knowledge Based Helix Angle and Residue Distance Restraint Free Energy Terms of GPCRs.
Proceedings of the Intelligent Computing Theories and Application, 2019

2018
A study on multi-dimension error compensation and application to the foundation pit monitoring.
J. Comput. Methods Sci. Eng., 2018

A Sarsa-based adaptive controller for building energy conservation.
J. Comput. Methods Sci. Eng., 2018

Single Trajectory Learning: Exploration Versus Exploitation.
Int. J. Pattern Recognit. Artif. Intell., 2018

Coarse to Fine: Multi-label Image Classification with Global/Local Attention.
Proceedings of the IEEE International Smart Cities Conference, 2018

Optimizing HP Model Using Reinforcement Learning.
Proceedings of the Intelligent Computing Theories and Application, 2018

RNA Secondary Structure Prediction Based on Long Short-Term Memory Model.
Proceedings of the Intelligent Computing Theories and Application, 2018

Optimizing GPCR Two-Dimensional Topology from Contact Map.
Proceedings of the Intelligent Computing Methodologies - 14th International Conference, 2018

Prediction of Indoor PM2.5 Index Using Genetic Neural Network Model.
Proceedings of the Intelligent Computing Theories and Application, 2018

DAU-GAN: Unsupervised Object Transfiguration via Deep Attention Unit.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

2017
Efficient actor-critic algorithm with dual piecewise model learning.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

2016
Reasoning and predicting POMDP planning complexity via covering numbers.
Frontiers Comput. Sci., 2016

Efficient Actor-Critic Algorithm with Hierarchical Model Learning and Planning.
Comput. Intell. Neurosci., 2016

2015
A Bayesian Sarsa Learning Algorithm with Bandit-Based Method.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Trajectory Sampling Value Iteration: Improved Dyna Search for MDPs.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

2013
A Gradient Descent Sarsa(λ) Algorithm Based on the Adaptive Reward-shaping Mechanism.
Intell. Autom. Soft Comput., 2013

The second order temporal difference error for Sarsa(λ).
Proceedings of the 2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, 2013

2011
Relevance feedback techniques and genetic algorithm for image retrieval based on multiple features.
Int. J. Model. Identif. Control., 2011

Double elite co-evolutionary genetic algorithm.
Int. J. Comput. Sci. Eng., 2011

2009
A Reinforcement Learning Algorithm Based on Minimum State Method and Average Reward.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009


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