Deyu Zhou

Deyu Zhou

Southeast University

H-index: 25

Asia-China

About Deyu Zhou

Deyu Zhou, With an exceptional h-index of 25 and a recent h-index of 23 (since 2020), a distinguished researcher at Southeast University, specializes in the field of natural language processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

HFD: Hierarchical feature decoupling for SQL generation from text

Causal Prompting: Debiasing Large Language Model Prompting based on Front-Door Adjustment

Variational Gaussian topic model with invertible neural projections

DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference

STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models

Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door Adjustment

M2A: A model-agnostic and metadata-free adversarial framework for unsupervised opinion summarization

Large, Small or Both: A Novel Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization

Deyu Zhou Information

University

Position

Professor School of computer science and engineering

Citations(all)

2235

Citations(since 2020)

1612

Cited By

1097

hIndex(all)

25

hIndex(since 2020)

23

i10Index(all)

47

i10Index(since 2020)

38

Email

University Profile Page

Southeast University

Google Scholar

View Google Scholar Profile

Deyu Zhou Skills & Research Interests

natural language processing

Top articles of Deyu Zhou

Title

Journal

Author(s)

Publication Date

HFD: Hierarchical feature decoupling for SQL generation from text

Intelligent Data Analysis

Xu Zhang

Xiaoyu Hu

Zejie Liu

Yanzheng Xiang

Deyu Zhou

2024

Causal Prompting: Debiasing Large Language Model Prompting based on Front-Door Adjustment

arXiv preprint arXiv:2403.02738

Congzhi Zhang

Linhai Zhang

Deyu Zhou

Guoqiang Xu

2024/3/5

Variational Gaussian topic model with invertible neural projections

Neural Computing and Applications

Rui Wang

Deyu Zhou

Yuxuan Xiong

Haiping Huang

2024/1

DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference

arXiv preprint arXiv:2403.01166

Jialong Wu

Linhai Zhang

Deyu Zhou

Guoqiang Xu

2024/3/2

STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models

arXiv preprint arXiv:2403.01165

Linhai Zhang

Jialong Wu

Deyu Zhou

Guoqiang Xu

2024/3/2

Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door Adjustment

Proceedings of the AAAI Conference on Artificial Intelligence

Congzhi Zhang

Linhai Zhang

Deyu Zhou

2024/3/24

M2A: A model-agnostic and metadata-free adversarial framework for unsupervised opinion summarization

Computer Speech & Language

Yanyue Zhang

Deyu Zhou

Zhenglin Wang

Yilong Lai

2024/3/1

Large, Small or Both: A Novel Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization

arXiv preprint arXiv:2403.07693

Yanyue Zhang

Pengfei Li

Yilong Lai

Deyu Zhou

2024/3/12

MIT: Mutual Information Topic Model for Diverse Topic Extraction

IEEE Transactions on Neural Networks and Learning Systems

Rui Wang

Deyu Zhou

Haiping Huang

Yongquan Zhou

2024/2/7

Fine-grainedly Synthesize Streaming Data Based On Large Language Models With Graph Structure Understanding For Data Sparsity

arXiv preprint arXiv:2403.06139

Xin Zhang

Linhai Zhang

Deyu Zhou

Guoqiang Xu

2024/3/10

Feature Representation Learning for NL2SQL Generation Based on Coupling and Decoupling

arXiv preprint arXiv:2306.17646

Chenduo Hao

Xu Zhang

Chuanbao Gao

Deyu Zhou

2023/6/30

Focusing, bridging and prompting for few-shot nested named entity recognition

Yuanyuan Xu

Zeng Yang

Linhai Zhang

Deyu Zhou

Tiandeng Wu

...

2023/7

Exploring faithful rationale for multi-hop fact verification via salience-aware graph learning

Proceedings of the AAAI Conference on Artificial Intelligence

Jiasheng Si

Yingjie Zhu

Deyu Zhou

2023/6/26

G3R: A Graph-Guided Generate-and-Rerank Framework for Complex and Cross-domain Text-to-SQL Generation

Yanzheng Xiang

Qian-Wen Zhang

Xu Zhang

Zejie Liu

Yunbo Cao

...

2023/7

Consistent multi-granular rationale extraction for explainable multi-hop fact verification

arXiv preprint arXiv:2305.09400

Jiasheng Si

Yingjie Zhu

Deyu Zhou

2023/5/16

Neural topic modeling based on cycle adversarial training and contrastive learning

Boyu Wang

Linhai Zhang

Deyu Zhou

Yi Cao

Jiandong Ding

2023/7

Sentiment Analysis on Streaming User Reviews via Dual-Channel Dynamic Graph Neural Network

Xin Zhang

Linhai Zhang

Deyu Zhou

2023/12/1

Disentangling Text Representation With Counter-Template For Unsupervised Opinion Summarization

Yanyue Zhang

Deyu Zhou

2023/7

EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification

Yingjie Zhu

Jiasheng Si

Yibo Zhao

Haiyang Zhu

Deyu Zhou

...

2023/10/23

Multi-Relational Probabilistic Event Representation Learning via Projected Gaussian Embedding

Linhai Zhang

Congzhi Zhang

Deyu Zhou

2023/7

See List of Professors in Deyu Zhou University(Southeast University)

Co-Authors

H-index: 44
Xin Geng

Xin Geng

Southeast University

H-index: 43
Min-Ling Zhang

Min-Ling Zhang

Southeast University

H-index: 31
Jianfei Sun

Jianfei Sun

Southeast University

H-index: 29
Xinyu Dai

Xinyu Dai

Nanjing University

H-index: 26
Wenge Rong

Wenge Rong

Beihang University

H-index: 16
Rui Wang

Rui Wang

Nanjing University of Posts and Telecommunications

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