Zhuo Chen

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authored 20 papers over 1 year ago

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey

Paper • 2402.05391 • Published Feb 8, 2024

Prompting Disentangled Embeddings for Knowledge Graph Completion with Pre-trained Language Model

Paper • 2312.01837 • Published Dec 4, 2023

Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering

Paper • 2311.06503 • Published Nov 11, 2023

MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid

Paper • 2212.14454 • Published Dec 29, 2022

Making Large Language Models Perform Better in Knowledge Graph Completion

Paper • 2310.06671 • Published Oct 10, 2023 • 1

Universal Multi-modal Entity Alignment via Iteratively Fusing Modality Similarity Paths

Paper • 2310.05364 • Published Oct 9, 2023

Target-oriented Sentiment Classification with Sequential Cross-modal Semantic Graph

Paper • 2208.09417 • Published Aug 19, 2022

MACO: A Modality Adversarial and Contrastive Framework for Modality-missing Multi-modal Knowledge Graph Completion

Paper • 2308.06696 • Published Aug 13, 2023

Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment

Paper • 2307.16210 • Published Jul 30, 2023

Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey

Paper • 2112.10006 • Published Dec 18, 2021

Newton-Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems

Paper • 2305.14642 • Published May 24, 2023 • 1

Revisit and Outstrip Entity Alignment: A Perspective of Generative Models

Paper • 2305.14651 • Published May 24, 2023

Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-modal Structured Representations

Paper • 2305.06152 • Published May 6, 2023

Benchmarking Knowledge-driven Zero-shot Learning

Paper • 2106.15047 • Published Jun 29, 2021

Tele-Knowledge Pre-training for Fault Analysis

Paper • 2210.11298 • Published Oct 20, 2022

Disentangled Ontology Embedding for Zero-shot Learning

Paper • 2206.03739 • Published Jun 8, 2022

LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection

Paper • 2207.12888 • Published Jul 26, 2022

DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning

Paper • 2207.01328 • Published Jul 4, 2022

Molecular Contrastive Learning with Chemical Element Knowledge Graph

Paper • 2112.00544 • Published Dec 1, 2021

Knowledge-informed Molecular Learning: A Survey on Paradigm Transfer

Paper • 2202.10587 • Published Feb 17, 2022