李纪伟｜青岛大学｜学者主页

2025

An Evaluation Framework for Regional Ecological Security Pattern Quality: A Case Study of the Taihang-Qinling Intersection Zone, China

Yihao Chen, Jiwei Li, Qingqing Ye, Shuai Zhang, Xiaojiao Meng, Weiqiang Chen, Guangxing Ji, Weikang He, Hejie Wei, Long Guo

Land，Vol. 14, No. 9

DOI

2025

CdZnS/MOFs基催化剂的设计合成及对人工光合成反应性能与机理研究

李纪伟

《青岛大学》

2025

CRINN: Contrastive Reinforcement Learning for Approximate Nearest Neighbor Search

Xiaoya Li, Xiaofei Sun, Albert Wang, Chris Shum, Jiwei Li

arXiv.org

DOI

2025

FaceID-6M: A Large-Scale, Open-Source FaceID Customization Dataset

Shuhe Wang, Xiaoya Li, Jiwei Li, Guo-Yin Wang, Xiaofei Sun, Bo Zhu, Han Qiu, Mo Yu, Shengjie Shen, Tian-Wei Zhang, Eduard H. Hovy

arXiv.org

DOI

2025

Turn That Frown Upside Down: FaceID Customization via Cross-Training Data

Shuhe Wang, Xiaoya Li, Xiaofei Sun, Guo-Yin Wang, Tian-Wei Zhang, Jiwei Li, Eduard H. Hovy

arXiv.org

DOI

2025

CUDA-L2: Surpassing cuBLAS Performance for Matrix Multiplication through Reinforcement Learning

Song-Qiao Su, Xiaofei Sun, Xiaoya Li, Albert Wang, Jiwei Li, Chris Shum

arXiv.org

DOI

2025

CUDA-L1: Improving CUDA Optimization via Contrastive Reinforcement Learning

Xiaoya Li, Xiaofei Sun, Albert Wang, Jiwei Li, Chris Shum

arXiv.org

DOI

2024

A spatiotemporal analysis framework of the ecological security pattern based on the ecological source-surface-corridor and its implications

Shuai Zhang, Yihao Chen, Jiwei Li, Qingqing Ye, Weiqiang Chen, Xiuli Wang, Hejie Wei, Qinghu Jiang, Long Guo

Frontiers In Ecology And Evolution，Vol. 12

DOI

2024

Research on the Spatiotemporal Coupling Characteristics between Urban Population and Land in China Based on the Improved Coupling Model of Polar Coordinates

Yihao Chen, Shuai Zhang, Qingqing Ye, Weiqiang Chen, Yingchao Li, Enxiang Cai, Xuesong Kong, Long Guo, Jiwei Li

Land，Vol. 13, No. 7

DOI

2024

FedCFA: Alleviating Simpson's Paradox in Model Aggregation with Counterfactual Federated Learning

Zhong-Hua Jiang, Ji-Min Xu, Shengyu Zhang, Tao Shen, Jiwei Li, Kun Kuang, Haibin Cai, Fei Wu

AAAI Conference on Artificial Intelligence

DOI

2024

Reinforcement Learning Enhanced LLMs: A Survey

Shuhe Wang, Shengyu Zhang, Jie Zhang, Run-Yi Hu, Xiaoya Li, Tian-Wei Zhang, Jiwei Li, Fei Wu, Guo-Yin Wang, Eduard H. Hovy

arXiv.org

DOI

2024

Packing Analysis: Packing Is More Appropriate for Large Models or Datasets in Supervised Fine-tuning

Shuhe Wang, Guo-Yin Wang, Yi-Zhong Wang, Jiwei Li, Eduard H. Hovy, Chen-Lu Guo

Annual Meeting of the Association for Computational Linguistics

DOI

2023

基于发展潜力评价与障碍因子识别的村庄分类与发展策略研究——以河南新县为例

蔡二林，李纪伟，叶青青，陈伟强，汶家卉，张帅，张少凯

《农业资源与环境学报》，Vol. 40, No. 5

下载原文

2023

Backdoor Attacks with Input-unique Triggers in NLP

Xukun Zhou, Jiwei Li, Tian-Wei Zhang, L. Lyu, Muqiao Yang, Jun He

ECML/PKDD

DOI

2023

Text Classification via Large Language Models

Xiaofei Sun, Xiaoya Li, Jiwei Li, Fei Wu, Shangwei Guo, Tian-Wei Zhang, Guoyin Wang

Conference on Empirical Methods in Natural Language Processing

DOI

2023

Pushing the Limits of ChatGPT on NLP Tasks

Xiaofei Sun, Linfeng Dong, Xiaoya Li, Zhen Wan, Shuhe Wang, Tian-Wei Zhang, Jiwei Li, Fei Cheng, L. Lyu, Fei Wu, Guo-Yin Wang

arXiv.org

DOI

2023

GPT-NER: Named Entity Recognition via Large Language Models

Shuhe Wang, Xiaofei Sun, Xiaoya Li, Rongbin Ouyang, Fei Wu, Tian-Wei Zhang, Jiwei Li, Guoyin Wang, Chen Guo

North American Chapter of the Association for Computational Linguistics

DOI

2023

Sim-GPT: Text Similarity via GPT Annotated Data

Shuhe Wang, Beiming Cao, Shengyu Zhang, Xiaoya Li, Jiwei Li, Fei Wu, Guo-Yin Wang, Eduard H. Hovy

arXiv.org

DOI

2023

Sentiment Analysis through LLM Negotiations

Xiaofei Sun, Xiaoya Li, Shengyu Zhang, Shuhe Wang, Fei Wu, Jiwei Li, Tian-Wei Zhang, Guo-Yin Wang

arXiv.org

DOI

2023

Instruction Tuning for Large Language Models: A Survey

Shengyu Zhang, Linfeng Dong, Xiaoya Li, Sen Zhang, Xiaofei Sun, Shuhe Wang, Jiwei Li, Run-Yi Hu, Tian-Wei Zhang, Guo-Yin Wang, Fei Wu

ACM Computing Surveys

DOI

2022

An Analysis Method of Quantitative Coupling Rationality between Urban-Rural Construction Land and Population: A Case Study of Henan Province in China

Jiwei Li, Qingqing Ye, Weiqiang Chen, Xuesong Kong, Qingsheng Bi, Jie Lu, Enxiang Cai, Hejie Wei, Xinwei Feng, Yulong Guo

Land，Vol. 11, No. 5

DOI

2022

kNN-NER: Named Entity Recognition with Nearest Neighbor Search

Shuhe Wang, Xiaoya Li, Yuxian Meng, Tian-Wei Zhang, Rongbin Ouyang, Jiwei Li, Guoyin Wang

arXiv.org

DOI

2022

GNN-SL: Sequence Labeling Based on Nearest Examples via GNN

Shuhe Wang, Yuxian Meng, Rongbin Ouyang, Jiwei Li, Tian-Wei Zhang, Lingjuan Lyu, Guoyin Wang

Annual Meeting of the Association for Computational Linguistics

DOI

2021

Identification and Optimization of the Spatial Structure of Urban and Rural Settlements from a Hierarchical Network Perspective

Qingqing Ye, Jiwei Li, Xuesong Kong, Shaokai Zhang

Land，Vol. 10, No. 11

DOI

2021

Parameter Estimation for the SEIR Model Using Recurrent Nets

Chun Fan, Yuxian Meng, Xiaofei Sun, Fei Wu, Tian-Wei Zhang, Jiwei Li

arXiv.org

2021

Paraphrase Generation as Unsupervised Machine Translation

Xiaofei Sun, Yufei Tian, Yuxian Meng, Nanyun Peng, Fei Wu, Jiwei Li, Chun Fan

International Conference on Computational Linguistics

2021

Sentence Similarity Based on Contexts

Xiaofei Sun, Yuxian Meng, Xiang Ao, Fei Wu, Tian-Wei Zhang, Jiwei Li, Chun Fan

Transactions of the Association for Computational Linguistics

DOI

2021

An MRC Framework for Semantic Role Labeling

Nan Wang, Jiwei Li, Yuxian Meng, Xiaofei Sun, Han Qiu, Zi-Yao Wang, Guo-Yin Wang, Jun He

International Conference on Computational Linguistics

2021

Fast Nearest Neighbor Machine Translation

Yuxian Meng, Xiaoya Li, Xiayu Zheng, Fei Wu, Xiaofei Sun, Tian-Wei Zhang, Jiwei Li

Findings

DOI

2021

ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information

Zi-Jun Sun, Xiaoya Li, Xiaofei Sun, Yuxian Meng, Guo-Yin Wang, Xiang Ao, Qing He, Fei Wu, Jiwei Li

Annual Meeting of the Association for Computational Linguistics

DOI

2021

BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models

Kangjie Chen, Yuxian Meng, Xiaofei Sun, Shangwei Guo, Tian-Wei Zhang, Jiwei Li, Chun Fan

International Conference on Learning Representations

2021

GNN-LM: Language Modeling based on Global Contexts via GNN

Yuxian Meng, Shi Zong, Xiaoya Li, Xiaofei Sun, Tian-Wei Zhang, Fei Wu, Jiwei Li

International Conference on Learning Representations

2021

Defending against Backdoor Attacks in Natural Language Generation

Chun Fan, Xiaoya Li, Yuxian Meng, Xiaofei Sun, Xiang Ao, Fei Wu, Jiwei Li, Tian-Wei Zhang

AAAI Conference on Artificial Intelligence

DOI

2021

ConRPG: Paraphrase Generation using Contexts as Regularizer

Yuxian Meng, Xiang Ao, Qing He, Xiaofei Sun, Qinghong Han, Fei Wu, Chun Fan, Jiwei Li

Conference on Empirical Methods in Natural Language Processing

DOI

2021

Triggerless Backdoor Attack for NLP Tasks with Clean Labels

Leilei Gan, Jiwei Li, Tian-Wei Zhang, Xiaoya Li, Yuxian Meng, Fei Wu, Yi Yang, Shangwei Guo, Chun Fan

North American Chapter of the Association for Computational Linguistics

DOI

2021

kFolden: k-Fold Ensemble for Out-Of-Distribution Detection

Xiaoya Li, Jiwei Li, Xiaofei Sun, Chun Fan, Tian-Wei Zhang, Fei Wu, Yuxian Meng, Jun Zhang

Conference on Empirical Methods in Natural Language Processing

DOI

2021

A General Framework for Defending Against Backdoor Attacks via Influence Graph

Xiaofei Sun, Jiwei Li, Xiaoya Li, Zi-Yao Wang, Tian-Wei Zhang, Han Qiu, Fei Wu, Chun Fan

arXiv.org

2021

Layer-wise Model Pruning based on Mutual Information

Chun Fan, Jiwei Li, Tian-Wei Zhang, Xiang Ao, Fei Wu, Yuxian Meng, Xiaofei Sun

Conference on Empirical Methods in Natural Language Processing

DOI

2021

BertGCN: Transductive Text Classification by Combining GNN and BERT

Yuxiao Lin, Yuxian Meng, Xiaofei Sun, Qinghong Han, Kun Kuang, Jiwei Li, Fei Wu

Findings

DOI

2021

Interpreting Deep Learning Models in Natural Language Processing: A Review

Xiaofei Sun, Di-Yi Yang, Xiaoya Li, Tian-Wei Zhang, Yuxian Meng, Han Qiu, Guoyin Wang, E. Hovy, Jiwei Li

arXiv.org

2021

OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts

Shuhe Wang, Yuxian Meng, Xiaoya Li, Xiaofei Sun, Rongbin Ouyang, Jiwei Li

arXiv.org

2021

Dependency Parsing as MRC-based Span-Span Prediction

Leilei Gan, Yuxian Meng, Kun Kuang, Xiaofei Sun, Chun Fan, Fei Wu, Jiwei Li

Annual Meeting of the Association for Computational Linguistics

DOI

2021

Analysis on Action Tracking Reports of COVID-19 Informs Control Strategies and Vaccine Delivery in Post-Pandemic Era

Xiaofei Sun, T. Guan, T. Xue, Chun Fan, Meng Yang, Yuxian Meng, Tian-Wei Zhang, Bahabaike Jiangtulu, Fei Wu, Jiwei Li

medRxiv

DOI

2021

Modeling Text-visual Mutual Dependency for Multi-modal Dialog Generation

Shuhe Wang, Yuxian Meng, Xiaofei Sun, Fei Wu, Rongbin Ouyang, Rui Yan, Tian-Wei Zhang, Jiwei Li

arXiv.org

2020

The coupling characteristics of population and residential land in rural areas of China and its implications for sustainable land use

Enxiang Cai, Weiqiang Chen, Hejie Wei, Jiwei Li, Hua Wang, Yulong Guo, Xinwei Feng

Sustainable Development，Vol. 280, No. 40

DOI

2020

Spatiotemporal Characteristics of Urban-Rural Construction Land Transition and Rural-Urban Migrants in Rapid-Urbanization Areas of Central China

Enxiang Cai, Yaolin Liu, Jiwei Li, Weiqiang Chen

Journal Of Urban Planning And Development，Vol. 146, No. 1

DOI

2020

SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection

Xiaoya Li, Yuxian Meng, Ming-Xin Zhou, Qinghong Han, Fei Wu, Jiwei Li

Neural Information Processing Systems

2020

Self-Explaining Structures Improve NLP Models

Zi-Jun Sun, Chun Fan, Qinghong Han, Xiaofei Sun, Yuxian Meng, Fei Wu, Jiwei Li

arXiv.org

2020

LAVA NAT: A Non-Autoregressive Translation Model with Look-Around Decoding and Vocabulary Attention

Xiaoya Li, Yuxian Meng, Arianna Yuan, Fei Wu, Jiwei Li

arXiv.org

2020

Neural Semi-supervised Learning for Text Classification Under Large-Scale Pretraining

Zi-Jun Sun, Chun Fan, Xiaofei Sun, Yuxian Meng, Fei Wu, Jiwei Li

arXiv.org

2020

Description Based Text Classification with Reinforcement Learning

Wei Wu, Duo Chai, Qinghong Han, Fei Wu, Jiwei Li

International Conference on Machine Learning

2020

Analyzing COVID-19 on Online Social Media: Trends, Sentiments and Emotions

Xiaoya Li, Ming-Xin Zhou, Jiawei Wu, Arianna Yuan, Fei Wu, Jiwei Li

arXiv.org

2020

Pair the Dots: Jointly Examining Training History and Test Stimuli for Model Interpretability

Yuxian Meng, Chun Fan, Zi-Jun Sun, E. Hovy, Fei Wu, Jiwei Li

arXiv.org

2020

Improving Robustness and Generality of NLP Models Using Disentangled Representations

Jiawei Wu, Xiaoya Li, Xiang Ao, Yuxian Meng, Fei Wu, Jiwei Li

arXiv.org

2020

Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries

Xiaofei Sun, Chun Fan, Zi-Jun Sun, Yuxian Meng, Fei Wu, Jiwei Li

International Conference on Computational Linguistics

2020

Non-Autoregressive Neural Dialogue Generation

Qinghong Han, Yuxian Meng, Fei Wu, Jiwei Li

arXiv.org

2019

Entity-Relation Extraction as Multi-Turn Question Answering

Xiaoya Li, Fan Yin, Zi-Jun Sun, Xia-Yu Li, Arianna Yuan, Guo-Yin Wang, Duo Chai, Ming-Xin Zhou, Jiwei Li

Annual Meeting of the Association for Computational Linguistics

DOI

2019

Dice Loss for Data-imbalanced NLP Tasks

Xiaoya Li, Xiaofei Sun, Yuxian Meng, Junjun Liang, Fei Wu, Jiwei Li

Annual Meeting of the Association for Computational Linguistics

DOI

2019

A Unified MRC Framework for Named Entity Recognition

Xiaoya Li, Jingrong Feng, Yuxian Meng, Qinghong Han, Fei Wu, Jiwei Li

Annual Meeting of the Association for Computational Linguistics

DOI

2019

Query-Based Named Entity Recognition

Yuxian Meng, Xiaoya Li, Zi-Jun Sun, Jiwei Li

arXiv.org

2019

Is Word Segmentation Necessary for Deep Learning of Chinese Representations?

Xiaoya Li, Yuxian Meng, Xiaofei Sun, Qinghong Han, Arianna Yuan, Jiwei Li

Annual Meeting of the Association for Computational Linguistics

DOI

2019

Glyce: Glyph-vectors for Chinese Character Representations

Wei Wu, Yuxian Meng, Fei Wang, Qinghong Han, Muyu Li, Xiaoya Li, J. Mei, Ping Nie, Xiaofei Sun, Jiwei Li

Neural Information Processing Systems

2019

Large-scale Pretraining for Neural Machine Translation with Tens of Billions of Sentence Pairs

Yuxian Meng, Xiang Ren, Zi-Jun Sun, Xiaoya Li, Arianna Yuan, Fei Wu, Jiwei Li

arXiv.org

2019

CorefQA: Coreference Resolution as Query-based Span Prediction

Wei Wu, Fei Wang, Arianna Yuan, Fei Wu, Jiwei Li

Annual Meeting of the Association for Computational Linguistics

DOI

2019

DSReg: Using Distant Supervision as a Regularizer

Yuxian Meng, Muyu Li, Wei Wu, Jiwei Li

arXiv.org

2017

Spatiotemporal Decoupling between Population and Construction Land in Urban and Rural Hubei Province

Chengcheng Wang, Yanfang Liu, Xuesong Kong, Jiwei Li

Sustainability，Vol. 9, No. 7

DOI

2016

Spatial-Temporal Analysis on Spring Festival Travel Rush in China Based on Multisource Big Data

Jiwei Li, Qingqing Ye, Xuankai Deng, Yaolin Liu, Yanfang Liu

Sustainability，Vol. 8, No. 11

DOI

2015

A comparative analysis of urban and rural construction land use change and driving forces: Implications for urban-rural coordination development in Wuhan, Central China

Yaolin Liu, Ti Luo, Zhongqiu Liu, Xuesong Kong, Jiwei Li, Ronghui Tan

Habitat International，Vol. 470

DOI

2014

基于多层线性模型的湖北省县域建设用地集约利用影响因素研究

叶青青，刘艳芳，刘耀林，孔雪松，李纪伟

《中国土地科学》，No. 8

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2013

基于改进辐射模型的乡镇人口流动网络研究

侯贺平，刘艳芳，李纪伟，孔雪松

《中国人口·资源与环境》，Vol. 23, No. 8

下载原文

2012

基于ArcGIS距离制图和空间数据层次组织的统筹城乡居民点布局研究——以陕西志丹县旦八镇为例

吴金华，李纪伟，冯艳斌，王淼

《中国土地科学》，Vol. 26, No. 12

下载原文

2011

土地利用程度与效益关系研究——以延安市为例

吴金华，李纪伟，梁晶晶

《中国土地科学》，Vol. 25, No. 8

下载原文

精选作品

期刊论文

An Evaluation Framework for Regional Ecological Security Pattern Quality: A Case Study of the Taihang-Qinling Intersection Zone, China

CdZnS/MOFs基催化剂的设计合成及对人工光合成反应性能与机理研究

CRINN: Contrastive Reinforcement Learning for Approximate Nearest Neighbor Search

FaceID-6M: A Large-Scale, Open-Source FaceID Customization Dataset

Turn That Frown Upside Down: FaceID Customization via Cross-Training Data

CUDA-L2: Surpassing cuBLAS Performance for Matrix Multiplication through Reinforcement Learning

CUDA-L1: Improving CUDA Optimization via Contrastive Reinforcement Learning

A spatiotemporal analysis framework of the ecological security pattern based on the ecological source-surface-corridor and its implications

Research on the Spatiotemporal Coupling Characteristics between Urban Population and Land in China Based on the Improved Coupling Model of Polar Coordinates

FedCFA: Alleviating Simpson's Paradox in Model Aggregation with Counterfactual Federated Learning

Reinforcement Learning Enhanced LLMs: A Survey

Packing Analysis: Packing Is More Appropriate for Large Models or Datasets in Supervised Fine-tuning

基于发展潜力评价与障碍因子识别的村庄分类与发展策略研究——以河南新县为例

Backdoor Attacks with Input-unique Triggers in NLP

Text Classification via Large Language Models

Pushing the Limits of ChatGPT on NLP Tasks

GPT-NER: Named Entity Recognition via Large Language Models

Sim-GPT: Text Similarity via GPT Annotated Data

Sentiment Analysis through LLM Negotiations

Instruction Tuning for Large Language Models: A Survey

An Analysis Method of Quantitative Coupling Rationality between Urban-Rural Construction Land and Population: A Case Study of Henan Province in China

kNN-NER: Named Entity Recognition with Nearest Neighbor Search

GNN-SL: Sequence Labeling Based on Nearest Examples via GNN

Identification and Optimization of the Spatial Structure of Urban and Rural Settlements from a Hierarchical Network Perspective

Parameter Estimation for the SEIR Model Using Recurrent Nets

Paraphrase Generation as Unsupervised Machine Translation

Sentence Similarity Based on Contexts

An MRC Framework for Semantic Role Labeling

Fast Nearest Neighbor Machine Translation

ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information

BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models

GNN-LM: Language Modeling based on Global Contexts via GNN

Defending against Backdoor Attacks in Natural Language Generation

ConRPG: Paraphrase Generation using Contexts as Regularizer

Triggerless Backdoor Attack for NLP Tasks with Clean Labels

kFolden: k-Fold Ensemble for Out-Of-Distribution Detection

A General Framework for Defending Against Backdoor Attacks via Influence Graph

Layer-wise Model Pruning based on Mutual Information

BertGCN: Transductive Text Classification by Combining GNN and BERT

Interpreting Deep Learning Models in Natural Language Processing: A Review

OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts

Dependency Parsing as MRC-based Span-Span Prediction

Analysis on Action Tracking Reports of COVID-19 Informs Control Strategies and Vaccine Delivery in Post-Pandemic Era

Modeling Text-visual Mutual Dependency for Multi-modal Dialog Generation

The coupling characteristics of population and residential land in rural areas of China and its implications for sustainable land use

Spatiotemporal Characteristics of Urban-Rural Construction Land Transition and Rural-Urban Migrants in Rapid-Urbanization Areas of Central China

SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection

Self-Explaining Structures Improve NLP Models

LAVA NAT: A Non-Autoregressive Translation Model with Look-Around Decoding and Vocabulary Attention

Neural Semi-supervised Learning for Text Classification Under Large-Scale Pretraining

Description Based Text Classification with Reinforcement Learning

Analyzing COVID-19 on Online Social Media: Trends, Sentiments and Emotions

Pair the Dots: Jointly Examining Training History and Test Stimuli for Model Interpretability

Improving Robustness and Generality of NLP Models Using Disentangled Representations

Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries

Non-Autoregressive Neural Dialogue Generation

Entity-Relation Extraction as Multi-Turn Question Answering

Dice Loss for Data-imbalanced NLP Tasks

A Unified MRC Framework for Named Entity Recognition

Query-Based Named Entity Recognition

Is Word Segmentation Necessary for Deep Learning of Chinese Representations?

Glyce: Glyph-vectors for Chinese Character Representations

Large-scale Pretraining for Neural Machine Translation with Tens of Billions of Sentence Pairs

CorefQA: Coreference Resolution as Query-based Span Prediction

DSReg: Using Distant Supervision as a Regularizer

Spatiotemporal Decoupling between Population and Construction Land in Urban and Rural Hubei Province

Spatial-Temporal Analysis on Spring Festival Travel Rush in China Based on Multisource Big Data

A comparative analysis of urban and rural construction land use change and driving forces: Implications for urban-rural coordination development in Wuhan, Central China

基于多层线性模型的湖北省县域建设用地集约利用影响因素研究

基于改进辐射模型的乡镇人口流动网络研究

基于ArcGIS距离制图和空间数据层次组织的统筹城乡居民点布局研究——以陕西志丹县旦八镇为例

土地利用程度与效益关系研究——以延安市为例