Author

Shizhou Huang

Observed name: Huang, Shizhou

Institution: East China Normal University

Observed institutions: Donghua University, East China Normal University

ORCID: 0009-0004-2057-5271

Observed ORCID: 0009-0004-2057-5271

OpenAlex ID: A5087643562

MAF: A General Matching and Alignment Framework for Multimodal Named Entity Recognition

2022 · Bo Xu, Shizhou Huang, et al. · ACM International Conference on Web Search and Data Mining (WSDM) · 123

A Unified Visual Prompt Tuning Framework with Mixture-of-Experts for Multimodal Information Extraction

2023 · Bo Xu, Shizhou Huang, et al. · Lecture notes in computer science · 15

A Sentimental Prompt Framework with Visual Text Encoder for Multimodal Sentiment Analysis

2024 · Shizhou Huang, Bo Xu, et al. · International Conference on Multimedia Retrieval · 6

MNER-MI: A Multi-image Dataset for Multimodal Named Entity Recognition in Social Media

2024 · Shizhou Huang, Bo Xu, et al. · Language Resources and Evaluation Conference (LREC) · 6

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Hypernetwork-Assisted Parameter-Efficient Fine-Tuning with Meta-Knowledge Distillation for Domain Knowledge Disentanglement

2024 · Changqun Li, Linlin Wang, et al. · Findings of the Association for Computational Linguistics: NAACL · 3

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HSimCSE: Improving Contrastive Learning of Unsupervised Sentence Representation with Adversarial Hard Positives and Dual Hard Negatives

2023 · Bo Xu, Shouang Wei, et al. · International Joint Conference on Neural Networks (IJCNN) · 3

GuideNER: Annotation Guidelines Are Better than Examples for In-Context Named Entity Recognition

2025 · Shizhou Huang, Bo Xu, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2

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Knowledge Graph Enhanced Sentential Relation Extraction via Dual Heterogeneous Graph Context Selection

2023 · Bo Xu, Nian Liu, et al. · International Joint Conference on Neural Networks (IJCNN) · 2

Low-Redundancy Knowledge Generation and Modality-Aware Interaction for Multimodal Information Extraction in Social Media

2025 · Shizhou Huang, Bo Xu, et al. · IEEE International Conference on Multimedia and Expo (ICME) · 1

MRE-MI: A Multi-image Dataset for Multimodal Relation Extraction in Social Media Posts

2025 · Shizhou Huang, Bo Xu, et al. · Findings of the Association for Computational Linguistics: NAACL · 1

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MGCL: Multi-Granularity Clue Learning for Emotion-Cause Pair Extraction via Cross-Grained Knowledge Distillation

2024 · Yang Yu, Xin Alex Lin, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 1

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CodeMNER: Vision-Language Models are Better Multimodal Named Entity Recognizers via Progressive Vision-Code Alignment

2026 · Jiakang Yu, Shizhou Huang, et al. · International Conference on Multimedia Retrieval

Retrieval-Based Multimodal Data Augmentation for Multimodal Information Extraction in Social Media

2026 · Shizhou Huang, Bo Xu, et al. · Lecture notes in computer science

BCL: Bayesian In-Context Learning Framework for Information Extraction

2026 · Haoliang Liu, Chengkun Cai, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)

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ForeSight: Enhancing Risk Monitoring via Early Safety Signal Distillation

2026 · Hanling Wang, Chenlong Wei, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)

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PatternICL: Pattern-Aware Instruction Tuning for In-Context Learning

2025 · Shizhou Huang, Chen Zhao, et al. · SSRN Electronic Journal

Works count: 18

Citation count: 163

H-index: 4

I10-index: 2