Deyu Zhou

Full Professor, Southeast University

Joined

July 2019

Names

Deyu Zhou

Emails

****@seu.edu.cn (Confirmed)

Personal Links

Career & Education History

Full Professor

Southeast University (seu.edu.cn)

2009 – Present

PhD student

University of Reading (rdg.ac.uk)

2005 – 2009

Advisors, Relations & Conflicts

PhD Advisor

Yulan He

2005 – 2009

Expertise

sentiment analysis

2011 – Present

topic models

2009 – Present

information extraction

2005 – Present

Publications

Large Language Models Have Intrinsic Meta-Cognition, but Need a Good Lens
Ziyang Ma, Qingyue Yuan, Zhenglin Wang, Deyu Zhou
- Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
- Readers: Everyone
RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering
Sichu Liang, Linhai Zhang, Hongyu Zhu, Wenwen Wang, Yulan He, Deyu Zhou
- EMNLP 2025 Findings
- Readers: Everyone
WebWalker: Benchmarking LLMs in Web Traversal
Jialong Wu, Wenbiao Yin, Yong Jiang, Zhenglin Wang, Zekun Xi, Runnan Fang, Linhai Zhang, Yulan He, Deyu Zhou, Pengjun Xie, Fei Huang
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone
SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding
Zhenglin Wang, Jialong Wu, Yilong Lai, Congzhi Zhang, Deyu Zhou
- Compression Workshop @ NeurIPS 2024
- Readers: Everyone
M2A: A model-agnostic and metadata-free adversarial framework for unsupervised opinion summarization
Yanyue Zhang, Deyu Zhou, Zhenglin Wang, Yilong Lai
- Comput. Speech Lang. 2024
- Readers: Everyone
Computational Experiments: A New Analysis Method for Cyber-Physical-Social Systems
Xiao Xue, Yifan Shen, Xiangning Yu, Deyu Zhou, Xiao Wang, Gang Wang, Fei-Yue Wang
- IEEE Trans. Syst. Man Cybern. Syst. 2024
- Readers: Everyone
Causal Prompting: Debiasing Large Language Model Prompting based on Front-Door Adjustment
Congzhi Zhang, Linhai Zhang, Deyu Zhou, Guoqiang Xu
- CoRR 2024
- Readers: Everyone
IR: Intra and inter-modal representation learning for code search
Xu Zhang, Yanzheng Xiang, Zejie Liu, Xiaoyu Hu, Deyu Zhou
- Intell. Data Anal. 2024
- Readers: Everyone
Large, Small or Both: A Novel Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization
Yanyue Zhang, Pengfei Li, Yilong Lai, Deyu Zhou, Yulan He
- CoRR 2024
- Readers: Everyone
DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference
Jialong Wu, Linhai Zhang, Deyu Zhou, Guoqiang Xu
- ACL (Findings) 2024
- Readers: Everyone

View all 131 publications

Co-Authors

View all 122 co-authors