Xinyu Dai

Xinyu Dai

Nanjing University

H-index: 29

Asia-China

About Xinyu Dai

Xinyu Dai, With an exceptional h-index of 29 and a recent h-index of 26 (since 2020), a distinguished researcher at Nanjing University,

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

EFUF: Efficient Fine-grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models

Multi-Candidate Speculative Decoding

MOL-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective

Multi-Scale Protein Language Model for Unified Molecular Modeling

Knowledge-aware Dual-side Attribute-enhanced Recommendation

Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question Answering

Make BERT-based Chinese Spelling Check Model Enhanced by Layerwise Attention and Gaussian Mixture Model

Episode-Based Prompt Learning for Any-Shot Intent Detection

Xinyu Dai Information

University

Position

___

Citations(all)

3679

Citations(since 2020)

3027

Cited By

1532

hIndex(all)

29

hIndex(since 2020)

26

i10Index(all)

65

i10Index(since 2020)

53

Email

University Profile Page

Nanjing University

Google Scholar

View Google Scholar Profile

Top articles of Xinyu Dai

Title

Journal

Author(s)

Publication Date

EFUF: Efficient Fine-grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models

arXiv preprint arXiv:2402.09801

Shangyu Xing

Fei Zhao

Zhen Wu

Tuo An

Weihao Chen

...

2024/2/15

Multi-Candidate Speculative Decoding

arXiv preprint arXiv:2401.06706

Sen Yang

Shujian Huang

Xinyu Dai

Jiajun Chen

2024/1/12

MOL-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective

bioRxiv

Junwei Yang

Kangjie Zheng

Siyu Long

Zaiqing Nie

Ming Zhang

...

2024

Multi-Scale Protein Language Model for Unified Molecular Modeling

bioRxiv

Kangjie Zheng

Siyu Long

Tianyu Lu

Junwei Yang

Xinyu Dai

...

2024

Knowledge-aware Dual-side Attribute-enhanced Recommendation

arXiv preprint arXiv:2403.16037

Taotian Pang

Xingyu Lou

Fei Zhao

Zhen Wu

Kuiyao Dong

...

2024/3/24

Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question Answering

arXiv preprint arXiv:2403.12393

Yuan Gao

Yiheng Zhu

Yuanbin Cao

Yinzhi Zhou

Zhen Wu

...

2024/3/19

Make BERT-based Chinese Spelling Check Model Enhanced by Layerwise Attention and Gaussian Mixture Model

Yongchang Cao

Liang He

Zhen Wu

Xinyu Dai

2023/6/18

Episode-Based Prompt Learning for Any-Shot Intent Detection

Pengfei Sun

Dingjie Song

Yawen Ouyang

Zhen Wu

Xinyu Dai

2023/10/8

DRIN: Dynamic Relation Interactive Network for Multimodal Entity Linking

MM 2023

Shangyu Xing

Fei Zhao

Zhen Wu

Chunhui Li

Jianbing Zhang

...

2023/10/9

Debias NLU Datasets via Training-free Perturbations

Qi Guo

Yuanhang Tang

Yawen Ouyang

Zhen Wu

Xinyu Dai

2023/12

Label-correction capsule network for hierarchical text classification

IEEE/ACM Transactions on audio, speech, and language processing

Fei Zhao

Zhen Wu

Liang He

Xin-Yu Dai

2023/6/13

Pobe: Generative Model-based Out-of-distribution Text Detection Method

Journal of Software

欧阳亚文, 高源, 宗石, 鲍宇, 戴新宇

2023/9/20

M2DF: Multi-grained Multi-curriculum Denoising Framework for Multimodal Aspect-based Sentiment Analysis

EMNLP 2023

Fei Zhao

Chunhui Li

Zhen Wu

Yawen Ouyang

Jianbing Zhang

...

2023/10/23

A Sequence-to-Structure Approach to Document-level Targeted Sentiment Analysis

Nan Song

Hongjie Cai

Rui Xia

Jianfei Yu

Zhen Wu

...

2023/12

An Empirical Study and Improvement for Speech Emotion Recognition

ICASSP 2023

Zhen Wu

Yizhe Lu

Xinyu Dai

2023/4/8

Pobe: 一种基于生成式模型的分布外文本检测方法

软件学报

欧阳亚文, 高源, 宗石, 鲍宇, 戴新宇

2023/9/20

Dynamic demonstrations controller for in-context learning

Fei Zhao

Taotian Pang

Zhen Wu

Zheng Ma

Shujian Huang

...

2023/10/13

Addressing Linguistic Bias through a Contrastive Analysis of Academic Writing in the NLP Domain

Robert Ridley

Zhen Wu

Jianbing Zhang

Shujian Huang

Xinyu Dai

2023/12

Measuring your ASTE models in the wild: A diversified multi-domain dataset for aspect sentiment triplet extraction

ACL 2023: Findings

Ting Xu

Huiyun Yang

Zhen Wu

Jiaze Chen

Fei Zhao

...

2023/5/27

Local interpretation of transformer based on linear decomposition

Sen Yang

Shujian Huang

Wei Zou

Jianbing Zhang

Xinyu Dai

...

2023/7

See List of Professors in Xinyu Dai University(Nanjing University)

Co-Authors

H-index: 125
Zhi-Hua Zhou

Zhi-Hua Zhou

Nanjing University

H-index: 29
Shujian Huang

Shujian Huang

Nanjing University

H-index: 11
Zaixiang Zheng

Zaixiang Zheng

Nanjing University

H-index: 11
Zhen Wu

Zhen Wu

Nanjing University

H-index: 5
Yangsheng Ji

Yangsheng Ji

Nanjing University

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