Lei Li

Lei Li

Peking University

H-index: 12

Asia-China

About Lei Li

Lei Li, With an exceptional h-index of 12 and a recent h-index of 12 (since 2020), a distinguished researcher at Peking University, specializes in the field of Large Language Models, Vision-Language Learning.

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

Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models

Red teaming visual language models

Towards Multimodal Video Paragraph Captioning Models Robust to Missing Modality

ImgTrojan: Jailbreaking Vision-Language Models with ONE Image

TempCompass: Do Video LLMs Really Understand Videos?

Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models

Can Language Models Understand Physical Concepts?

Making large language models better reasoners with alignment

Lei Li Information

University

Position

___

Citations(all)

913

Citations(since 2020)

913

Cited By

58

hIndex(all)

12

hIndex(since 2020)

12

i10Index(all)

17

i10Index(since 2020)

17

Email

University Profile Page

Google Scholar

Lei Li Skills & Research Interests

Large Language Models

Vision-Language Learning

Top articles of Lei Li

Title

Journal

Author(s)

Publication Date

Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models

arXiv preprint arXiv:2404.12387

Aitor Ormazabal

Che Zheng

Cyprien de Masson d'Autume

Dani Yogatama

Deyu Fu

...

2024/4/18

Red teaming visual language models

arXiv preprint arXiv:2401.12915

Mukai Li

Lei Li

Yuwei Yin

Masood Ahmed

Zhenguang Liu

...

2024/1/23

Towards Multimodal Video Paragraph Captioning Models Robust to Missing Modality

arXiv preprint arXiv:2403.19221

Sishuo Chen

Lei Li

Shuhuai Ren

Rundong Gao

Yuanxin Liu

...

2024/3/28

ImgTrojan: Jailbreaking Vision-Language Models with ONE Image

arXiv preprint arXiv:2403.02910

Xijia Tao

Shuai Zhong

Lei Li

Qi Liu

Lingpeng Kong

2024/3/5

TempCompass: Do Video LLMs Really Understand Videos?

arXiv preprint arXiv:2403.00476

Yuanxin Liu

Shicheng Li

Yi Liu

Yuxiang Wang

Shuhuai Ren

...

2024/3/1

Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models

arXiv preprint arXiv:2403.00231

Lei Li

Yuqi Wang

Runxin Xu

Peiyi Wang

Xiachong Feng

...

2024/3/1

Can Language Models Understand Physical Concepts?

arXiv preprint arXiv:2305.14057

Lei Li

Jingjing Xu

Qingxiu Dong

Ce Zheng

Qi Liu

...

2023/5/23

Making large language models better reasoners with alignment

arXiv preprint arXiv:2309.02144

Peiyi Wang

Lei Li

Liang Chen

Feifan Song

Binghuai Lin

...

2023/9/5

Silkie: Preference distillation for large visual language models

arXiv preprint arXiv:2312.10665

Lei Li

Zhihui Xie

Mukai Li

Shunian Chen

Peiyi Wang

...

2023/12/17

Can We Edit Factual Knowledge by In-Context Learning?

arXiv preprint arXiv:2305.12740

Ce Zheng

Lei Li

Qingxiu Dong

Yuxuan Fan

Zhiyong Wu

...

2023/5/22

MIT: A Large-Scale Dataset towards Multi-Modal Multilingual Instruction Tuning

arXiv preprint arXiv:2306.04387

Lei Li

Yuwei Yin

Shicheng Li

Liang Chen

Peiyi Wang

...

2023/6/7

Math-shepherd: A label-free step-by-step verifier for llms in mathematical reasoning

arXiv preprint arXiv:2312.08935

Peiyi Wang

Lei Li

Zhihong Shao

RX Xu

Damai Dai

...

2023/12/14

Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter

arXiv preprint arXiv:2305.12449

Yi Liu

Xiaohan Bi

Lei Li

Sishuo Chen

Wenkai Yang

...

2023/5/21

Large language models are not fair evaluators

arXiv preprint arXiv:2305.17926

Peiyi Wang

Lei Li

Liang Chen

Dawei Zhu

Binghuai Lin

...

2023/5/29

VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language Models

arXiv preprint arXiv:2311.17404

Shicheng Li

Lei Li

Shuhuai Ren

Yuanxin Liu

Yi Liu

...

2023/11/29

Delving into the Openness of CLIP

arXiv preprint arXiv:2206.01986

Shuhuai Ren

Lei Li

Xuancheng Ren

Guangxiang Zhao

Xu Sun

2022/6/4

ImageNetVC: Zero-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories

arXiv preprint arXiv:2305.15028

Heming Xia

Qingxiu Dong

Lei Li

Jingjing Xu

Ziwei Qin

...

2023/5/24

FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video Generation

Advances in Neural Information Processing Systems

Yuanxin Liu

Lei Li

Shuhuai Ren

Rundong Gao

Shicheng Li

...

2024/2/13

Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning

arXiv preprint arXiv:2305.14160

Lean Wang

Lei Li

Damai Dai

Deli Chen

Hao Zhou

...

2023/5/23

Gradient Knowledge Distillation for Pre-trained Language Models

arXiv preprint arXiv:2211.01071

Lean Wang

Lei Li

Xu Sun

2022/11/2

See List of Professors in Lei Li University(Peking University)

Co-Authors

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