Zheng Hu

Orcid: 0000-0002-8874-5466

Affiliations:
  • Beijing University of Posts and Telecommunications, State Key Laboratory of Networking and Switching Technology, Wireless Technologies Innovation Laboratory, WTI, China


According to our database1, Zheng Hu authored at least 67 papers between 2005 and 2024.

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

Timeline

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Bibliography

2024
PoSE: Suppressing Perceptual Noise in Embodied Agents for Enhanced Semantic Navigation.
IEEE Robotics Autom. Lett., February, 2024

Enhancing cross-market recommendations by addressing negative transfer and leveraging item co-occurrences.
Inf. Syst., 2024

Vital node identification in complex networks based on autoencoder and graph neural network.
Appl. Soft Comput., 2024

Meta-Reinforcement Learning Algorithm Based on Reward and Dynamic Inference.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

2023
A novel model for tourism demand forecasting with spatial-temporal feature enhancement and image-driven method.
Neurocomputing, November, 2023

Multi-hop question answering over incomplete knowledge graph with abstract conceptual evidence.
Appl. Intell., November, 2023

Collaborative recommendation model based on multi-modal multi-view attention network: Movie and literature cases.
Appl. Soft Comput., September, 2023

Geometry-based anisotropy representation learning of concepts for knowledge graph embedding.
Appl. Intell., September, 2023

Multi-Agent Deep Reinforcement Learning-Based Interdependent Computing for Mobile Edge Computing-Assisted Robot Teams.
IEEE Trans. Veh. Technol., May, 2023

A graph-attention based spatial-temporal learning framework for tourism demand forecasting.
Knowl. Based Syst., March, 2023

DA-MTAD: Capturing Intra- and Inter-Metric Dependencies for Multivariate Time Series Anomaly Detection.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

6G Network Self-Evolution: Generating Core Networks.
Proceedings of the IEEE International Conference on Communications, 2023

Hierarchical Reinforcement Learning with Attention Reward.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022
An affective chatbot with controlled specific emotion expression.
Sci. China Inf. Sci., 2022

Learning from Imperfect Demonstrations via Reweighting Confidence.
Proceedings of the IEEE Smartworld, 2022

Cross-Sentence Temporal Relation Extraction with Relative Sentence Time.
Proceedings of the Knowledge Science, Engineering and Management, 2022

Unsupervised Anomaly Detection by Autoencoder with Feature Decomposition.
Proceedings of the ICMLC 2022: 14th International Conference on Machine Learning and Computing, Guangzhou, China, February 18, 2022

Multi-step Point-of-Interest-level Crowd Flow Prediction Based on Meta Learning.
Proceedings of the ICMLC 2022: 14th International Conference on Machine Learning and Computing, Guangzhou, China, February 18, 2022

Double Auction Mechanism for Cooperative Swarm Learning in Internet of Vehicles.
Proceedings of the IEEE Globecom 2022 Workshops, 2022

Policy Transfer via Skill Adaptation and Composition.
Proceedings of the 6th International Conference on Computer Science and Artificial Intelligence, 2022

2021
A transfer approach with attention reptile method and long-term generation mechanism for few-shot traffic prediction.
Neurocomputing, 2021

A Framework of Data Fusion Through Spatio-Temporal Knowledge Graph.
Proceedings of the Knowledge Science, Engineering and Management, 2021

2020
Distributed representation of knowledge graphs with subgraph-aware proximity.
Theor. Comput. Sci., 2020

Deep multi-view residual attention network for crowd flows prediction.
Neurocomputing, 2020

A latent-label denoising method for relation extraction with self-directed confidence learning.
Intell. Data Anal., 2020

Deep spatial-temporal networks for crowd flows prediction by dilated convolutions and region-shifting attention mechanism.
Appl. Intell., 2020

A Natural Language Process-Based Framework for Automatic Association Word Extraction.
IEEE Access, 2020

Event-centric Tourism Knowledge Graph - A Case Study of Hainan.
Proceedings of the Knowledge Science, Engineering and Management, 2020

The Guiding Role of Reward Based on Phased Goal in Reinforcement Learning.
Proceedings of the ICMLC 2020: 2020 12th International Conference on Machine Learning and Computing, 2020

Minimum Delay Routing for Connected and Autonomous Vehicles Communications.
Proceedings of the 12th International Symposium on Communication Systems, 2020

2019
Frequent Subgraph Mining Based Collaboration Pattern Analysis for Wikipedia.
Inf. Technol. Control., 2019

Exploring Group Movement Pattern through Cellular Data: A Case Study of Tourists in Hainan.
ISPRS Int. J. Geo Inf., 2019

Taxonomy-aware collaborative denoising autoencoder for personalized recommendation.
Appl. Intell., 2019

Reinforcement Learning for Distantly Supervised Relation Extraction.
IEEE Access, 2019

MSnet: Multi-Head Self-Attention Network for Distantly Supervised Relation Extraction.
IEEE Access, 2019

A Dilated Recurrent Neural Network-Based Model for Graph Embedding.
IEEE Access, 2019

2018
A Triple-Branch Neural Network for Knowledge Graph Embedding.
IEEE Access, 2018

Discovering Transportation Mode of Tourists Using Low-Sampling-Rate Trajectory of Cellular Data.
Proceedings of the 5th International Conference on Systems and Informatics, 2018

History-Based Article Quality Assessment on Wikipedia.
Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

Adversarial Learning for Visual Storytelling with Sense Group Partition.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
egoPortray: Visual Exploration of Mobile Communication Signature from Egocentric Network Perspective.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Taxonomy-Induced Matrix Factorization for Inferring Preference of Mobile Telecom Users.
Proceedings of the 18th IEEE International Conference on Mobile Data Management, 2017

2016
Critical size of ego communication networks.
CoRR, 2016

Learning-Based Characterizing and Modeling Performance Bottlenecks of Big Data Workloads.
Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

Knowledge Graph Completion for Hyper-relational Data.
Proceedings of the Big Data Computing and Communications - Second International Conference, 2016

Approximate Subgraph Matching Query over Large Graph.
Proceedings of the Big Data Computing and Communications - Second International Conference, 2016

Path Sampling Based Relevance Search in Heterogeneous Networks.
Proceedings of the Big Data Computing and Communications - Second International Conference, 2016

Not too late to identify potential churners: early churn prediction in telecommunication industry.
Proceedings of the 3rd IEEE/ACM International Conference on Big Data Computing, 2016

2015
Friendship influence on mobile behavior of location based social network users.
J. Commun. Networks, 2015

Consistence beats causality in recommender systems.
CoRR, 2015

Pricing-based power allocation in wireless network virtualization: A game approach.
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2015

2014
A new user similarity model to improve the accuracy of collaborative filtering.
Knowl. Based Syst., 2014

2013
A Queuing Theory-Enabled Dynamic Bandwidth Allocation Algorithm for a Wired-Wireless Converged Network.
Wirel. Pers. Commun., 2013

Estimation of in-service quality of experience for peer-to-peer live video streaming systems using a user-centric and context-aware approach based on Bayesian networks.
Trans. Emerg. Telecommun. Technol., 2013

Self-Adaptive Optimized Link Prediction Based on Weak Ties Theory in Unweighted Network.
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

A Novel Group Recommendation Algorithm with Collaborative Filtering.
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

Cumulative Probability Distribution Model for Evaluating User Behavior Prediction Algorithms.
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

An Adaptive Social Influence Propagation Model Based on Local Network Topology.
Proceedings of the E-Commerce and Web Technologies - 14th International Conference, 2013

2012
A two-dimensional architecture for end-to-end resource management in virtual network environments.
IEEE Netw., 2012

Joint Power and Bandwidth Allocation Algorithm with QoS Support in Heterogeneous Wireless Networks.
IEEE Commun. Lett., 2012

Optimal Resource Allocation for Multi-Access in Heterogeneous Wireless Networks.
Proceedings of the 75th IEEE Vehicular Technology Conference, 2012

A context-aware computing mediated dynamic service composition and reconfiguration for ubiquitous environment.
Proceedings of the 3rd IEEE International Conference on the Internet of Things, 2012

2011
Cross-Layer Design for Energy Efficiency of TCP Traffic in Cognitive Radio Networks.
Proceedings of the 74th IEEE Vehicular Technology Conference, 2011

2010
QoS-Guaranteed Radio Resource Allocation with Distributed Inter-Cell Interference Coordination for Multi-Cell OFDMA Systems.
Proceedings of the 71st IEEE Vehicular Technology Conference, 2010

Group Vertical Handover in Heterogeneous Radio Access Networks.
Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010

2006
Towards Mobile Ubiquitous Service Environment.
Wirel. Pers. Commun., 2006

2005
MUSE: a vision of service and architecture for beyond 3G networks.
Proceedings of the 2005 International Symposium on Autonomous Decentralized Systems, 2005


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