Xi Peng, 彭玺

Xi Peng, 彭玺

Sichuan University

H-index: 55

Asia-China

About Xi Peng, 彭玺

Xi Peng, 彭玺, With an exceptional h-index of 55 and a recent h-index of 51 (since 2020), a distinguished researcher at Sichuan University, specializes in the field of Machine Learning, Computer Vision, Image Processing, AI4Science.

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

PointCloud-Text Matching: Benchmark Datasets and a Baseline

Robust object re-identification with coupled noisy labels

Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining

Multi-granularity Correspondence Learning from Long-term Noisy Videos

PrefAce: Face-Centric Pretraining with Self-Structure Aware Distillation

Decoupled contrastive multi-view clustering with high-order random walks

Multimodal Fusion on Low-quality Data: A Comprehensive Survey

An Empirical Study of Parameter Efficient Fine-tuning on Vision-Language Pre-train Model

Xi Peng, 彭玺 Information

University

Position

Professor College of Computer Science

Citations(all)

8471

Citations(since 2020)

7546

Cited By

2365

hIndex(all)

55

hIndex(since 2020)

51

i10Index(all)

84

i10Index(since 2020)

81

Email

University Profile Page

Sichuan University

Google Scholar

View Google Scholar Profile

Xi Peng, 彭玺 Skills & Research Interests

Machine Learning

Computer Vision

Image Processing

AI4Science

Top articles of Xi Peng, 彭玺

Title

Journal

Author(s)

Publication Date

PointCloud-Text Matching: Benchmark Datasets and a Baseline

arXiv preprint arXiv:2403.19386

Yanglin Feng

Yang Qin

Dezhong Peng

Hongyuan Zhu

Xi Peng

...

2024/3/28

Robust object re-identification with coupled noisy labels

International Journal of Computer Vision

Mouxing Yang

Zhenyu Huang

Xi Peng

2024/2/5

Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining

IEEE Transactions on Image Processing

Xinran Ma

Mouxing Yang

Yunfan Li

Peng Hu

Jiancheng Lv

...

2024/3/25

Multi-granularity Correspondence Learning from Long-term Noisy Videos

arXiv preprint arXiv:2401.16702

Yijie Lin

Jie Zhang

Zhenyu Huang

Jia Liu

Zujie Wen

...

2024/1/30

PrefAce: Face-Centric Pretraining with Self-Structure Aware Distillation

Proceedings of the AAAI Conference on Artificial Intelligence

Siyuan Hu

Zheng Wang

Peng Hu

Xi Peng

Jie Wu

...

2024/3/24

Decoupled contrastive multi-view clustering with high-order random walks

Proceedings of the AAAI Conference on Artificial Intelligence

Yiding Lu

Yijie Lin

Mouxing Yang

Dezhong Peng

Peng Hu

...

2024/3/24

Multimodal Fusion on Low-quality Data: A Comprehensive Survey

Qingyang Zhang

Yake Wei

Zongbo Han

Huazhu Fu

Xi Peng

...

2024/4/27

An Empirical Study of Parameter Efficient Fine-tuning on Vision-Language Pre-train Model

Jiaxing Liu

Chaofeng Sha

Xin Peng

2023/9/11

Learning with Noisy Correspondence

International Journal of Computer Vision

Zhenyu Huang

Peng Hu

Guocheng Niu

Xinyan Xiao

Jiancheng Lv

...

2024/4/13

Cross-modal Active Complementary Learning with Self-refining Correspondence

Advances in Neural Information Processing Systems

Yang Qin

Yuan Sun

Dezhong Peng

Joey Tianyi Zhou

Xi Peng

...

2024/2/13

Single-Cell RNA-Seq Debiased Clustering via Batch Effect Disentanglement

IEEE Transactions on Neural Networks and Learning Systems

Yunfan Li

Yijie Lin

Peng Hu

Dezhong Peng

Han Luo

...

2023/3/29

Rethinking image super resolution from long-tailed distribution learning perspective

Yuanbiao Gou

Peng Hu

Jiancheng Lv

Hongyuan Zhu

Xi Peng

2023

mixDA: mixup domain adaptation for glaucoma detection on fundus images

Neural Computing and Applications

Ming Yan

Yun Lin

Xi Peng

Zeng Zeng

2023/7/24

Multiview clustering by consensus spectral rotation fusion

IEEE Transactions on Image Processing

Jie Chen

Hua Mao

Dezhong Peng

Changqing Zhang

Xi Peng

2023/9/7

Semantic Invariant Multi-View Clustering With Fully Incomplete Information

IEEE Transactions on Pattern Analysis and Machine Intelligence

Pengxin Zeng

Mouxing Yang

Yiding Lu

Changqing Zhang

Peng Hu

...

2023/11/15

Cross-modal retrieval with partially mismatched pairs

IEEE Transactions on Pattern Analysis and Machine Intelligence

Peng Hu

Zhenyu Huang

Dezhong Peng

Xu Wang

Xi Peng

2023/2/22

Comprehensive and delicate: An efficient transformer for image restoration

Haiyu Zhao

Yuanbiao Gou

Boyun Li

Dezhong Peng

Jiancheng Lv

...

2023

基于锚点的无监督跨模态哈希算法

软件学报

胡鹏, 彭玺, 彭德中

2023/9/6

Provable dynamic fusion for low-quality multimodal data

Qingyang Zhang

Haitao Wu

Changqing Zhang

Qinghua Hu

Huazhu Fu

...

2023/7/3

ROAD: Robust Unsupervised Domain Adaptation with Noisy Labels

Yanglin Feng

Hongyuan Zhu

Dezhong Peng

Xi Peng

Peng Hu

2023/10/26

See List of Professors in Xi Peng, 彭玺 University(Sichuan University)