Jun Liu

Singapore University of Technology and Design — Singapore

Computer Science · Physical Sciences

32h-index5.6kcitations258works4.32yr avg
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Research Topics

Topic Modeling(75), Advanced Graph Neural Networks(47), Natural Language Processing Techniques(40), Multimodal Machine Learning Applications(40), Semantic Web and Ontologies(26)

Publications258 total

Leveraging community context and frequency-adaptive aggregation for robust fraud detection
Engineering Applications of Artificial Intelligence·2026
Pose-Guided Multi-Cue Explicit Query Construction for Disambiguating Human-Object Interactions
IEEE Transactions on Circuits and Systems for Video Technology·2026
Unleashing the Power of Text-to-Image Diffusion Models for Category-Agnostic Pose Estimation
IEEE Transactions on Pattern Analysis and Machine Intelligence·2026
SAM-Zero3D: Extending Segment Anything to Zero Shot 3D Scene Segmentation via Iterative Global–Local Interaction
IEEE Transactions on Circuits and Systems for Video Technology·2026
Enhanced classification of unsound sorghum kernels based on decision-level fusion of hyperspectral and imaging textural features
Innovative Food Science & Emerging Technologies·2025
GKG-LLM: A unified framework for generalized knowledge graph construction
Information Fusion·2025· 1 cited
Cognitive Predictive Coding Network: Rethinking the Generalization in Raven's Progressive Matrices
2025
DRL: Discriminative Representation Learning with Parallel Adapters for Class Incremental Learning
arXiv (Cornell University)·2025Open Access
Neurodynamics-Driven Coupled Neural P Systems for Multi-Focus Image Fusion
arXiv (Cornell University)·2025Open Access
MyESL: A Software for Evolutionary Sparse Learning in Molecular Phylogenetics and Genomics
Molecular Biology and Evolution·2025· 2 citedOpen Access
Metapath and Hypergraph Structure-based Multi-Channel Graph Contrastive Learning for Student Performance Prediction
2025
SAGE: Scale-Aware Gradual Evolution for Continual Knowledge Graph Embedding
2025Open Access
GlFoMR: A Glance-then-Focus Multimodal Reasoning Framework for Diagram Question Answering
2025Open Access
Rethinking Continual Knowledge Graph Embedding: Benchmarks and Analysis
2025Open Access
RAG Safety: Exploring Knowledge Poisoning Attacks to Retrieval-Augmented Generation
arXiv (Cornell University)·2025Open Access
Towards Unified Neurosymbolic Reasoning on Knowledge Graphs
ArXiv.org·2025Open Access
How promotion-oriented job crafting affects job performance: Exploring the role of job-crafting motives
Journal of Vocational Behavior·2025· 1 cited
ACPs: Agent Collaboration Protocols for the Internet of Agents
arXiv (Cornell University)·2025Open Access
A Unified Optimal Transport Framework for Cross-Modal Retrieval With Noisy Labels
IEEE Transactions on Neural Networks and Learning Systems·2025· 2 cited
Non-destructive prediction of the moisture content of individual wheat kernels combining hyperspectral imaging and WGAN data augmentation algorithm
Food Research International·2025· 8 cited
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Frequent Co-authors

Qinghua Zheng(19), Lingling Zhang(12), Xiaojun Chang(7), Minnan Luo(7), Meng Wang(6), Qika Lin(6), Bifan Wei(4), Jie Ma(4), Zhaohui Wu(4), Lu Jiang(4), Ming Fan(3), Ting Liu(3), Zhihui Li(3), Alexander G. Hauptmann(3), Lingyun Song(2), Samar Abbas(2), Xiapu Luo(2), Fangzhi Xu(2), Erik Cambria(2), Mengyue Liu(2)