Xu Sun

Xu Sun

Peking University

H-index: 53

Asia-China

About Xu Sun

Xu Sun, With an exceptional h-index of 53 and a recent h-index of 47 (since 2020), a distinguished researcher at Peking University, specializes in the field of natural language processing, deep learning, natural language generation, multi-modal NLP.

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

Fed-FA: Theoretically modeling client data divergence for federated language backdoor defense

Towards Multimodal Video Paragraph Captioning Models Robust to Missing Modality

Prompt pre-training with twenty-thousand classes for open-vocabulary visual recognition

Modal-adaptive Knowledge-enhanced Graph-based Financial Prediction from Monetary Policy Conference Calls with LLM

TempCompass: Do Video LLMs Really Understand Videos?

Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents

Fetv: A benchmark for fine-grained evaluation of open-domain text-to-video generation

LaDiC: Are Diffusion Models Really Inferior to Autoregressive Counterparts for Image-to-Text Generation?

Xu Sun Information

University

Position

Associate Professor

Citations(all)

9590

Citations(since 2020)

8379

Cited By

3412

hIndex(all)

53

hIndex(since 2020)

47

i10Index(all)

138

i10Index(since 2020)

125

Email

University Profile Page

Google Scholar

Xu Sun Skills & Research Interests

natural language processing

deep learning

natural language generation

multi-modal NLP

Top articles of Xu Sun

Title

Journal

Author(s)

Publication Date

Fed-FA: Theoretically modeling client data divergence for federated language backdoor defense

Advances in Neural Information Processing Systems

Zhiyuan Zhang

Deli Chen

Hao Zhou

Fandong Meng

Jie Zhou

...

2024/2/13

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

Prompt pre-training with twenty-thousand classes for open-vocabulary visual recognition

Advances in Neural Information Processing Systems

Shuhuai Ren

Aston Zhang

Yi Zhu

Shuai Zhang

Shuai Zheng

...

2024/2/13

Modal-adaptive Knowledge-enhanced Graph-based Financial Prediction from Monetary Policy Conference Calls with LLM

arXiv preprint arXiv:2403.16055

Kun Ouyang

Yi Liu

Shicheng Li

Ruihan Bao

Keiko Harimoto

...

2024/3/24

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

Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents

arXiv preprint arXiv:2402.11208

Wenkai Yang

Xiaohan Bi

Yankai Lin

Sishuo Chen

Jie Zhou

...

2024/2/17

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

LaDiC: Are Diffusion Models Really Inferior to Autoregressive Counterparts for Image-to-Text Generation?

arXiv preprint arXiv:2404.10763

Yuchi Wang

Shuhuai Ren

Rundong Gao

Linli Yao

Qingyan Guo

...

2024/4/16

Recall: A benchmark for llms robustness against external counterfactual knowledge

arXiv preprint arXiv:2311.08147

Yi Liu

Lianzhe Huang

Shicheng Li

Sishuo Chen

Hao Zhou

...

2023/11/14

Diffusion theory as a scalpel: Detecting and purifying poisonous dimensions in pre-trained language models caused by backdoor or bias

arXiv preprint arXiv:2305.04547

Zhiyuan Zhang

Deli Chen

Hao Zhou

Fandong Meng

Jie Zhou

...

2023/5/8

Towards codable text watermarking for large language models

arXiv preprint arXiv:2307.15992

Lean Wang

Wenkai Yang

Deli Chen

Hao Zhou

Yankai Lin

...

2023/7/29

TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding

arXiv preprint arXiv:2310.19060

Shuhuai Ren

Sishuo Chen

Shicheng Li

Xu Sun

Lu Hou

2023/10/29

ASAT: Adaptively scaled adversarial training in time series

Neurocomputing

Zhiyuan Zhang

Wei Li

Ruihan Bao

Keiko Harimoto

Yunfang Wu

...

2023/2/14

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

Additive Manufacturing in Cultural Heritage Preservation and Product Design

Bingjian Liu

Fangjin Zhang

Xu Sun

Adam Rushworth

2023/10/18

TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding

arXiv preprint arXiv:2312.02051

Shuhuai Ren

Linli Yao

Shicheng Li

Xu Sun

Lu Hou

2023/12/4

Fine-tuning deteriorates general textual out-of-distribution detection by distorting task-agnostic features

arXiv preprint arXiv:2301.12715

Sishuo Chen

Wenkai Yang

Xiaohan Bi

Xu Sun

2023/1/30

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

Decentralized Decoupled Training for Federated Long-Tailed Learning

Wenkai Yang

Deli Chen

Hao Zhou

Fandong Meng

Jie Zhou

...

2023/10/13

A medical multimodal large language model for future pandemics

NPJ Digital Medicine

Fenglin Liu

Tingting Zhu

Xian Wu

Bang Yang

Chenyu You

...

2023/12/2

See List of Professors in Xu Sun University(Peking University)

Co-Authors

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