Jian Huang

Orcid: 0000-0002-4239-2677

Affiliations:
  • National University of Defense Technology, College of Intelligence Science and Technology, Changsha, China


According to our database1, Jian Huang authored at least 34 papers between 2014 and 2026.

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Timeline

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Bibliography

2026
Efficient LLM-Based Subgraph Retrieval for Multi-Hop Knowledge Base Question Answering.
IEEE Trans. Knowl. Data Eng., June, 2026

DRIVE: Modeling Skills at the Reasoning and Interaction Levels for Web Agents under Continual Learning.
CoRR, May, 2026

Decoupled Travel Planning with Behavior Forest.
CoRR, April, 2026

AtomicRAG: Atom-Entity Graphs for Retrieval-Augmented Generation.
CoRR, April, 2026

Efficient multi-agent policy adaptation with Bayesian policy reuse and view-invariant contrastive awareness.
Neural Networks, 2026

Deep learning-based hypernetwork dismantling for effectively hindering structural recovery.
Inf. Process. Manag., 2026

Adaptive cooperation in large-scale MARL via dynamic grouping and cooperation switching.
Expert Syst. Appl., 2026

2025
CRL: An Efficient Autonomous Exploration Framework for Large-Scale Environments With Contrastive-Driven Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst., December, 2025

Soft Reasoning Paths for Knowledge Graph Completion.
Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Knowledge Graph Completion with Relation-Aware Anchor Enhancement.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024
Triple alignment-enhanced complex question answering over knowledge bases.
Neurocomputing, 2024

2023
Controllability analysis of directed networks based on pruning motif isomorph.
Commun. Nonlinear Sci. Numer. Simul., November, 2023

Center transfer for supervised domain adaptation.
Appl. Intell., August, 2023

Fast Frequent Patterns Mining by Multiple Sampling With Tight Guarantee Under Bayesian Statistics.
IEEE Trans. Cybern., May, 2023

BGSD: A SBERT and GAT-based Service Discovery Framework for Heterogeneous Distributed IoT.
Comput. Networks, 2023

2022
Few-shot learning with hierarchical pooling induction network.
Multim. Tools Appl., 2022

Accurate policy detection and efficient knowledge reuse against multi-strategic opponents.
Knowl. Based Syst., 2022

Knowledge graph embedding by logical-default attention graph convolution neural network for link prediction.
Inf. Sci., 2022

Efficiently tracking multi-strategic opponents: A context-aware Bayesian policy reuse approach.
Appl. Soft Comput., 2022

Cross-Domain Sentiment Classification via Deep Reinforcement Learning.
Proceedings of the 5th International Conference on Machine Learning and Natural Language Processing, 2022

Research on Time Synchronization and Routing Maintenance for Narrowband Ad Hoc Networks.
Proceedings of the 4th International Conference on Advanced Information Science and System, 2022

2021
Theoretical Analysis of the Generalization Error of the Sampling-Based Fuzzy C-Means.
IEEE Trans. Fuzzy Syst., 2021

Efficient use of heuristics for accelerating XCS-based policy learning in Markov games.
Swarm Evol. Comput., 2021

2020
Towards zero-shot learning generalization via a cosine distance loss.
Neurocomputing, 2020

XCS with opponent modelling for concurrent reinforcement learners.
Neurocomputing, 2020

Extracting relations of crime rates through fuzzy association rules mining.
Appl. Intell., 2020

Teach machine to learn: hand-drawn multi-symbol sketch recognition in one-shot.
Appl. Intell., 2020

2019
A new hybrid approach to improve the efficiency of homomorphic matching for graph rules.
Knowl. Based Syst., 2019

RNN-based default logic for route planning in urban environments.
Neurocomputing, 2019

Few-Shot Transfer Learning for Text Classification With Lightweight Word Embedding Based Models.
IEEE Access, 2019

2018
Efficient mining product-based fuzzy association rules through central limit theorem.
Appl. Soft Comput., 2018

2017
Efficient frequent itemsets mining through sampling and information granulation.
Eng. Appl. Artif. Intell., 2017

2014
An algorithm for interest management in High Level Architecture.
J. Supercomput., 2014

Optimised ExpTime Tableaux for S H I N over Finite Residuated Lattices.
J. Appl. Math., 2014


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