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 84 papers between 2005 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2026

Retrieval-enhanced, Adaptively Collaborative, and Temporal-aware user behavior comprehension for LLM-based sequential recommendation.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2026

2025

Hierarchical Denoising for Robust Social Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., February, 2025

HGTUL: A Hypergraph-based Model For Trajectory User Linking.

[BibT_eX]

[DOI]

CoRR, February, 2025

GLSCL: Graph local similarity contrastive learning for recommendation.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2025

Interpretable Knowledge Tracing with Difficulty-Aware Attention and Selective State Space Model.

[BibT_eX]

[DOI]

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

Instruct-of-Reflection: Enhancing Large Language Models Iterative Reflection Capabilities via Dynamic-Meta Instruction.

[BibT_eX]

[DOI]

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

CycleOIE: A Low-Resource Training Framework For Open Information Extraction.

[BibT_eX]

[DOI]

Proceedings of the 31st International Conference on Computational Linguistics, 2025

All That Glitters is Not Gold: Improving Robust Retrieval-Augmented Language Models with Fact-Centric Preference Alignment.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

WEPO: Web Element Preference Optimization for LLM-based Web Navigation.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

SSL-STMFormer Self-Supervised Learning Spatio-Temporal Entanglement Transformer for Traffic Flow Prediction.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Bridging the User-side Knowledge Gap in Knowledge-aware Recommendations with Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

PoSE: Suppressing Perceptual Noise in Embodied Agents for Enhanced Semantic Navigation.

[BibT_eX]

[DOI]

Benhui Zhuang

Chunhong Zhang

Zheng Hu

IEEE Robotics Autom. Lett., February, 2024

Enhancing cross-market recommendations by addressing negative transfer and leveraging item co-occurrences.

[BibT_eX]

[DOI]

Inf. Syst., 2024

Multimodal Fake News Detection with Contrastive Learning and Optimal Transport.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2024

Vital node identification in complex networks based on autoencoder and graph neural network.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2024

AnoGrad: Time Series Anomaly Detection with Score-Based Generative Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

Meta-Reinforcement Learning Algorithm Based on Reward and Dynamic Inference.

[BibT_eX]

[DOI]

Jinhao Chen

Chunhong Zhang

Zheng Hu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

SHR: Enhancing Event Argument Extraction Ability of Large language Models with Simple-Hard Refining.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2024

2023

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

[BibT_eX]

[DOI]

Neurocomputing, November, 2023

Multi-hop question answering over incomplete knowledge graph with abstract conceptual evidence.

[BibT_eX]

[DOI]

Appl. Intell., November, 2023

Collaborative recommendation model based on multi-modal multi-view attention network: Movie and literature cases.

[BibT_eX]

[DOI]

Appl. Soft Comput., September, 2023

Geometry-based anisotropy representation learning of concepts for knowledge graph embedding.

[BibT_eX]

[DOI]

Appl. Intell., September, 2023

Multi-Agent Deep Reinforcement Learning-Based Interdependent Computing for Mobile Edge Computing-Assisted Robot Teams.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., May, 2023

A graph-attention based spatial-temporal learning framework for tourism demand forecasting.

[BibT_eX]

[DOI]

Knowl. Based Syst., March, 2023

DA-MTAD: Capturing Intra- and Inter-Metric Dependencies for Multivariate Time Series Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

6G Network Self-Evolution: Generating Core Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

Two-Stage Trajectory Generation Model for Realistic Human Mobility Simulation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on High Performance Computing & Communications, 2023

Celebrity-aware Graph Contrastive Learning Framework for Social Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Hierarchical Reinforcement Learning with Attention Reward.

[BibT_eX]

[DOI]

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

An affective chatbot with controlled specific emotion expression.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2022

Learning from Imperfect Demonstrations via Reweighting Confidence.

[BibT_eX]

[DOI]

Proceedings of the IEEE Smartworld, 2022

Cross-Sentence Temporal Relation Extraction with Relative Sentence Time.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2022

Unsupervised Anomaly Detection by Autoencoder with Feature Decomposition.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom 2022 Workshops, 2022

Policy Transfer via Skill Adaptation and Composition.

[BibT_eX]

[DOI]

Benhui Zhuang

Chunhong Zhang

Zheng Hu

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.

[BibT_eX]

[DOI]

Neurocomputing, 2021

A Framework of Data Fusion Through Spatio-Temporal Knowledge Graph.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2021

2020

Distributed representation of knowledge graphs with subgraph-aware proximity.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2020

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

[BibT_eX]

[DOI]

Neurocomputing, 2020

A latent-label denoising method for relation extraction with self-directed confidence learning.

[BibT_eX]

[DOI]

Intell. Data Anal., 2020

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

[BibT_eX]

[DOI]

Appl. Intell., 2020

A Natural Language Process-Based Framework for Automatic Association Word Extraction.

[BibT_eX]

[DOI]

IEEE Access, 2020

Event-centric Tourism Knowledge Graph - A Case Study of Hainan.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2020

The Guiding Role of Reward Based on Phased Goal in Reinforcement Learning.

[BibT_eX]

[DOI]

Yiming Liu

Zheng Hu

Proceedings of the ICMLC 2020: 2020 12th International Conference on Machine Learning and Computing, 2020

Minimum Delay Routing for Connected and Autonomous Vehicles Communications.

[BibT_eX]

[DOI]

Zhengquan Zhao

Yu Chen

Zheng Hu

Proceedings of the 12th International Symposium on Communication Systems, 2020

2019

Frequent Subgraph Mining Based Collaboration Pattern Analysis for Wikipedia.

[BibT_eX]

[DOI]

Inf. Technol. Control., 2019

Exploring Group Movement Pattern through Cellular Data: A Case Study of Tourists in Hainan.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., 2019

Taxonomy-aware collaborative denoising autoencoder for personalized recommendation.

[BibT_eX]

[DOI]

Appl. Intell., 2019

Reinforcement Learning for Distantly Supervised Relation Extraction.

[BibT_eX]

[DOI]

IEEE Access, 2019

MSnet: Multi-Head Self-Attention Network for Distantly Supervised Relation Extraction.

[BibT_eX]

[DOI]

IEEE Access, 2019

A Dilated Recurrent Neural Network-Based Model for Graph Embedding.

[BibT_eX]

[DOI]

IEEE Access, 2019

2018

A Triple-Branch Neural Network for Knowledge Graph Embedding.

[BibT_eX]

[DOI]

IEEE Access, 2018

Discovering Transportation Mode of Tourists Using Low-Sampling-Rate Trajectory of Cellular Data.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Systems and Informatics, 2018

History-Based Article Quality Assessment on Wikipedia.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

Adversarial Learning for Visual Storytelling with Sense Group Partition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

egoPortray: Visual Exploration of Mobile Communication Signature from Egocentric Network Perspective.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Taxonomy-Induced Matrix Factorization for Inferring Preference of Mobile Telecom Users.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Mobile Data Management, 2017

2016

Critical size of ego communication networks.

[BibT_eX]

[DOI]

CoRR, 2016

Learning-Based Characterizing and Modeling Performance Bottlenecks of Big Data Workloads.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Big Data Computing and Communications - Second International Conference, 2016

Approximate Subgraph Matching Query over Large Graph.

[BibT_eX]

[DOI]

Proceedings of the Big Data Computing and Communications - Second International Conference, 2016

Path Sampling Based Relevance Search in Heterogeneous Networks.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

J. Commun. Networks, 2015

Consistence beats causality in recommender systems.

[BibT_eX]

[DOI]

CoRR, 2015

Pricing-based power allocation in wireless network virtualization: A game approach.

[BibT_eX]

[DOI]

Proceedings of the International Wireless Communications and Mobile Computing Conference, 2015

An intelligent two-agent self-configuration approach for radio resource management.

[BibT_eX]

[DOI]

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

2014

A new user similarity model to improve the accuracy of collaborative filtering.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2014

2013

A Queuing Theory-Enabled Dynamic Bandwidth Allocation Algorithm for a Wired-Wireless Converged Network.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Ahmad Umair Mian

Zheng Hu

Hui Tian

Trans. Emerg. Telecommun. Technol., 2013

Self-Adaptive Optimized Link Prediction Based on Weak Ties Theory in Unweighted Network.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

A Novel Group Recommendation Algorithm with Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

Cumulative Probability Distribution Model for Evaluating User Behavior Prediction Algorithms.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

An Adaptive Social Influence Propagation Model Based on Local Network Topology.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Netw., 2012

Joint Power and Bandwidth Allocation Algorithm with QoS Support in Heterogeneous Wireless Networks.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2012

Optimal Resource Allocation for Multi-Access in Heterogeneous Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the 75th IEEE Vehicular Technology Conference, 2012

A context-aware computing mediated dynamic service composition and reconfiguration for ubiquitous environment.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 71st IEEE Vehicular Technology Conference, 2010

Group Vertical Handover in Heterogeneous Radio Access Networks.

[BibT_eX]

[DOI]

Lei Sun

Hui Tian

Zheng Hu

Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010

2006

Towards Mobile Ubiquitous Service Environment.

[BibT_eX]

[DOI]

Wirel. Pers. Commun., 2006

2005

MUSE: a vision of service and architecture for beyond 3G networks.

[BibT_eX]

[DOI]

Proceedings of the 2005 International Symposium on Autonomous Decentralized Systems, 2005

Zheng Hu

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