Hong Qu

Orcid: 0000-0001-6114-3441

According to our database1, Hong Qu authored at least 138 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Biologically Plausible Sparse Temporal Word Representations.
IEEE Trans. Neural Networks Learn. Syst., November, 2024

Dynamic training for handling textual label noise.
Appl. Intell., November, 2024

Improving Exploration in Actor-Critic With Weakly Pessimistic Value Estimation and Optimistic Policy Optimization.
IEEE Trans. Neural Networks Learn. Syst., July, 2024

State Augmentation via Self-Supervision in Offline Multiagent Reinforcement Learning.
IEEE Trans. Cogn. Dev. Syst., June, 2024

Minicolumn-Based Episodic Memory Model With Spiking Neurons, Dendrites and Delays.
IEEE Trans. Neural Networks Learn. Syst., May, 2024

ChainFrame: A Chain Framework for Point Cloud Classification.
IEEE Trans. Ind. Informatics, March, 2024

A universal ANN-to-SNN framework for achieving high accuracy and low latency deep Spiking Neural Networks.
Neural Networks, 2024

Class-agnostic counting and localization with feature augmentation and scale-adaptive aggregation.
Knowl. Based Syst., 2024

Attention-Based Deep Neural Network for Point Cloud Learning.
Proceedings of the International Joint Conference on Neural Networks, 2024

HL-ESViT: High-Low Frequency Efficient Spiking Vision Transformer.
Proceedings of the International Joint Conference on Neural Networks, 2024

SpikeFusionNet: A Hybrid Approach to Robotic Fault Diagnosis Using Spiking Neural Dynamics.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

MLPs Compass: What is Learned When MLPs are Combined with PLMs?
Proceedings of the IEEE International Conference on Acoustics, 2024

A Multiscale Resonant Spiking Neural Network for Music Classification.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

Reasonable Gradients for Online Training Algorithms in Spiking Neural Networks.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023
Supervised Learning in Multilayer Spiking Neural Networks With Spike Temporal Error Backpropagation.
IEEE Trans. Neural Networks Learn. Syst., December, 2023

A biologically inspired auto-associative network with sparse temporal population coding.
Neural Networks, September, 2023

Improving Readability for Automatic Speech Recognition Transcription.
ACM Trans. Asian Low Resour. Lang. Inf. Process., May, 2023

A Maximum Divergence Approach to Optimal Policy in Deep Reinforcement Learning.
IEEE Trans. Cybern., March, 2023

Genome-wide transcriptomics and copy number profiling identify patient-specific CNV-lncRNA-mRNA regulatory triplets in colorectal cancer.
Comput. Biol. Medicine, February, 2023

Neural Reranking-Based Collaborative Filtering by Leveraging Listwise Relative Ranking Information.
IEEE Trans. Syst. Man Cybern. Syst., 2023

A Deep Reinforcement Learning Recommender System With Multiple Policies for Recommendations.
IEEE Trans. Ind. Informatics, 2023

DPGNN: Dual-perception graph neural network for representation learning.
Knowl. Based Syst., 2023

Regularization-Adapted Anderson Acceleration for multi-agent reinforcement learning.
Knowl. Based Syst., 2023

Revisiting Graph Meaning Representations through Decoupling Contextual Representation Learning and Structural Information Propagation.
CoRR, 2023

CARLG: Leveraging Contextual Clues and Role Correlations for Improving Document-level Event Argument Extraction.
CoRR, 2023

A Low Power and Low Latency FPGA-Based Spiking Neural Network Accelerator.
Proceedings of the International Joint Conference on Neural Networks, 2023

Spatial-Temporal Self-Attention for Asynchronous Spiking Neural Networks.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Temporal-Coded Spiking Neural Networks with Dynamic Firing Threshold: Learning with Event-Driven Backpropagation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

An Empirical Perspective on Learning-to-rank.
Proceedings of the 9th International Conference on Computing and Artificial Intelligence, 2023

Improving Image Captioning with Control Signal of Sentence Quality.
Proceedings of the IEEE International Conference on Acoustics, 2023

Rethinking Random Walk in Graph Representation Learning.
Proceedings of the IEEE International Conference on Acoustics, 2023

Adaptive Textual Label Noise Learning based on Pre-trained Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Enhancing Document-level Event Argument Extraction with Contextual Clues and Role Relevance.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

A retina-inspired neural model for single image haze removal.
Proceedings of the 6th International Conference on Algorithms, 2023

I2PN: Improved Image Projection Network for OCTA image segmentation.
Proceedings of the 6th International Conference on Algorithms, 2023

Substructure Aware Graph Neural Networks.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
An Attention-Based Interactive Learning-to-Rank Model for Document Retrieval.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2022

Deep Reinforcement Learning Framework for Category-Based Item Recommendation.
IEEE Trans. Cybern., 2022

Summarization With Self-Aware Context Selecting Mechanism.
IEEE Trans. Cybern., 2022

An adaptive threshold-based quantum image segmentation algorithm and its simulation.
Quantum Inf. Process., 2022

Quantum color image median filtering in the spatial domain: theory and experiment.
Quantum Inf. Process., 2022

A novel fault-tolerant quantum divider and its simulation.
Quantum Inf. Process., 2022

Sequential multi-headed attention for entity-based relational neural networks.
Expert Syst. J. Knowl. Eng., 2022

Improving Image Captioning with Control Signal of Sentence Quality.
CoRR, 2022

Double Thompson Sampling in Finite stochastic Games.
CoRR, 2022

Abbreviated Weighted Graph in Multi-Agent Reinforcement Learning.
Proceedings of the PRICAI 2023: Trends in Artificial Intelligence, 2022

Solving Poker Games Efficiently: Adaptive Memory based Deep Counterfactual Regret Minimization.
Proceedings of the International Joint Conference on Neural Networks, 2022

Document-Level Relation Extraction with Structure Enhanced Transformer Encoder.
Proceedings of the International Joint Conference on Neural Networks, 2022

Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Temporal-Sequential Learning with Columnar-Structured Spiking Neural Networks.
Proceedings of the Neural Information Processing - 29th International Conference, 2022

UAV Air Combat Maneuver Decision Algorithm Based on Dynamic Grid Planning Environment.
Proceedings of the 5th IEEE International Conference on Information Systems and Computer Aided Education, 2022

Research on UAV Air Combat Maneuver Decision-making Based on Improved Q-learning Algorithm.
Proceedings of the 5th IEEE International Conference on Information Systems and Computer Aided Education, 2022

A Simple Graph Neural Network via Layer Sniffer.
Proceedings of the IEEE International Conference on Acoustics, 2022

Gradual Surrogate Gradient Learning in Deep Spiking Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Weakly supervised image classification and pointwise localization with graph convolutional networks.
Pattern Recognit., 2021

Classification of Alzheimer's Disease Using Deep Convolutional Spiking Neural Network.
Neural Process. Lett., 2021

A new recursive least squares-based learning algorithm for spiking neurons.
Neural Networks, 2021

H∞ estimation for stochastic semi-Markovian switching CVNNs with missing measurements and mode-dependent delays.
Neural Networks, 2021

Spatial division networks for weakly supervised detection.
Neural Comput. Appl., 2021

Improving neural machine translation using gated state network and focal adaptive attention networtk.
Neural Comput. Appl., 2021

A deep reinforcement learning based long-term recommender system.
Knowl. Based Syst., 2021

The effect of coefficients on the continuous attractors in coupled Highway Neural Networks.
Neurocomputing, 2021

A deep reinforcement learning-based method applied for solving multi-agent defense and attack problems.
Expert Syst. Appl., 2021

Self-Annotated Training for Controllable Image Captioning.
CoRR, 2021

A Dual-Perception Graph Neural Network with Multi-hop Graph Generator.
CoRR, 2021

Macroscopic Control of Text Generation for Image Captioning.
CoRR, 2021

circExp database: an online transcriptome platform for human circRNA expressions in cancers.
Database J. Biol. Databases Curation, 2021

Bio-inspired Model Based on Global-Local Hybrid Learning in Spiking Neural Network.
Proceedings of the International Joint Conference on Neural Networks, 2021

Improving Zero-shot Neural Machine Translation on Language-specific Encoders- Decoders.
Proceedings of the International Joint Conference on Neural Networks, 2021

Multi-Perspective Reasoning Transformers.
Proceedings of the ICMLC 2021: 13th International Conference on Machine Learning and Computing, 2021

Accelerating Transformer for Neural Machine Translation.
Proceedings of the ICMLC 2021: 13th International Conference on Machine Learning and Computing, 2021

Generating Human Readable Transcript for Automatic Speech Recognition with Pre-Trained Language Model.
Proceedings of the IEEE International Conference on Acoustics, 2021

Twin-GAN for Neural Machine Translation.
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

Deep Spiking Neural Network with Neural Oscillation and Spike-Phase Information.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
An end-to-end functional spiking model for sequential feature learning.
Knowl. Based Syst., 2020

An Efficient Threshold-Driven Aggregate-Label Learning Algorithm for Multimodal Information Processing.
IEEE J. Sel. Top. Signal Process., 2020

Supervised learning in spiking neural networks with synaptic delay-weight plasticity.
Neurocomputing, 2020

Spike-Timing-Dependent Back Propagation in Deep Spiking Neural Networks.
CoRR, 2020

WALLACE: Weakly Supervised Learning of Deep Convolutional Neural Networks With Multiscale Evidence.
IEEE Access, 2020

Unsupervised Multi-layer Spiking Convolutional Neural Network Using Layer-Wise Sparse Coding.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

A Weighted GCN with Logical Adjacency Matrix for Relation Extraction.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019
A Highly Effective and Robust Membrane Potential-Driven Supervised Learning Method for Spiking Neurons.
IEEE Trans. Neural Networks Learn. Syst., 2019

A Novel Deep Learning-Based Collaborative Filtering Model for Recommendation System.
IEEE Trans. Cybern., 2019

The maximum points-based supervised learning rule for spiking neural networks.
Soft Comput., 2019

Multi-source sequential knowledge regression by using transfer RNN units.
Neural Networks, 2019

An Intelligent Knowledge Extraction Framework for Recognizing Identification Information From Real-World ID Card Images.
IEEE Access, 2019

An Efficient Deep Learning Model to Infer User Demographic Information From Ratings.
IEEE Access, 2019

Mutual Constraint Learning for Weakly Supervised Object Detection.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

Multi-Head Bidirectional Attention for MRC.
Proceedings of the ICAIP 2019: 3rd International Conference on Advances in Image Processing, 2019

A parallel clustering algorithm for logs data based on Hadoop platform.
Proceedings of the 3rd International Conference on High Performance Compilation, 2019

2018
Subnormal Distribution Derived From Evolving Networks With Variable Elements.
IEEE Trans. Cybern., 2018

EMPD: An Efficient Membrane Potential Driven Supervised Learning Algorithm for Spiking Neurons.
IEEE Trans. Cogn. Dev. Syst., 2018

Feedforward Computational Model for Pattern Recognition with Spiking neurons.
Int. J. Robotics Autom., 2018

Attention based collaborative filtering.
Neurocomputing, 2018

Bag of meta-words: A novel method to represent document for the sentiment classification.
Expert Syst. Appl., 2018

dbLGL: an online leukemia gene and literature database for the retrospective comparison of adult and childhood leukemia genetics with literature evidence.
Database J. Biol. Databases Curation, 2018

Deep Dilation on Multimodality Time Series for Human Activity Recognition.
IEEE Access, 2018

Multi-Type UAVs Cooperative Task Allocation Under Resource Constraints.
IEEE Access, 2018

Reinforcement Learning for Mobile Robot Obstacle Avoidance Under Dynamic Environments.
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Deep Dilated Convolution on Multimodality Time Series for Human Activity Recognition.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

A New Deep Neural Network Based Learning to Rank Method for Information Retrieval.
Proceedings of the IEEE International Conference on Information and Automation, 2018

2017
Efficient Training of Supervised Spiking Neural Network via Accurate Synaptic-Efficiency Adjustment Method.
IEEE Trans. Neural Networks Learn. Syst., 2017

Supervised learning in spiking neural networks with noise-threshold.
Neurocomputing, 2017

Efficient training of supervised spiking neural networks via the normalized perceptron based learning rule.
Neurocomputing, 2017

ERMPD: An efficient and robustness membrane potential driven supervised learning in spiking neural networks.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

AHNN: An Attention-Based Hybrid Neural Network for Sentence Modeling.
Proceedings of the Natural Language Processing and Chinese Computing, 2017

A Dynamic Region Generation Algorithm for Image Segmentation Based on Spiking Neural Network.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

A Fast Precise-Spike and Weight-Comparison Based Learning Approach for Evolving Spiking Neural Networks.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016
Evolving Scale-Free Networks by Poisson Process: Modeling and Degree Distribution.
IEEE Trans. Cybern., 2016

Shortest path computation using pulse-coupled neural networks with restricted autowave.
Knowl. Based Syst., 2016

A novel coordinated path planning method using k-degree smoothing for multi-UAVs.
Appl. Soft Comput., 2016

2015
Computing k shortest paths from a source node to each other node.
Soft Comput., 2015

Improved perception-based spiking neuron learning rule for real-time user authentication.
Neurocomputing, 2015

Computing k shortest paths using modified pulse-coupled neural network.
Neurocomputing, 2015

One-dimensional pairwise CNN for the global alignment of two DNA sequences.
Neurocomputing, 2015

Design and Implementation of Private Cloud Storage Platform Based on OpenStack.
Proceedings of the 2015 IEEE International Conference on Smart City/SocialCom/SustainCom/DataCom/SC2 2015, 2015

2014
Highest Degree Likelihood Search Algorithm Using a State Transition Matrix for Complex Networks.
IEEE Trans. Circuits Syst. I Regul. Pap., 2014

Recognizing Human Actions by Using the Evolving Remote Supervised Method of Spiking Neural Networks.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

2013
Efficient Shortest-Path-Tree Computation in Network Routing Based on Pulse-Coupled Neural Networks.
IEEE Trans. Cybern., 2013

An improved genetic algorithm with co-evolutionary strategy for global path planning of multiple mobile robots.
Neurocomputing, 2013

IQdb: an intelligence quotient score-associated gene resource for human intelligence.
Database J. Biol. Databases Curation, 2013

An Improved Search Algorithm Based on Path Compression for Complex Network.
Proceedings of the IEEE 11th International Conference on Dependable, 2013

2012
Design and Implementation of Automatic Defensive Websites Tamper-Resistant System.
J. Softw., 2012

A novel neural network method for shortest path tree computation.
Appl. Soft Comput., 2012

The High Degree Seeking Algorithms with k Steps for Complex Networks.
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

2009
Real-Time Robot Path Planning Based on a Modified Pulse-Coupled Neural Network Model.
IEEE Trans. Neural Networks, 2009

A Winner-Take-All Neural Networks of <i>N</i> Linear Threshold Neurons without Self-Excitatory Connections.
Neural Process. Lett., 2009

A modified pulse coupled neural network for shortest-path problem.
Neurocomputing, 2009

2008
Switching analysis of 2-D neural networks with nonsaturating linear threshold transfer functions.
Neurocomputing, 2008

2007
In vivo mapping of temporospatial changes in manganese enhancement in rat brain during epileptogenesis.
NeuroImage, 2007

Computational analysis of the relationship between allergenicity and digestibility of allergenic proteins in simulated gastric fluid.
BMC Bioinform., 2007

2006
Improving local minima of columnar competitive model for TSPs.
IEEE Trans. Circuits Syst. I Regul. Pap., 2006

Convergence and Periodicity of Solutions for a Class of Discrete-Time Recurrent Neural Network with Two Neurons.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Automated Blog Classification: Challenges and Pitfalls.
Proceedings of the Computational Approaches to Analyzing Weblogs, 2006

2005
PhotoRouter: destination-centric mobile media messaging.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

Theoretical Analysis and Parameter Setting of Hopfield Neural Networks.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005


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