Ya Zhang

Ya Zhang

Shanghai Jiao Tong University

H-index: 49

Asia-China

About Ya Zhang

Ya Zhang, With an exceptional h-index of 49 and a recent h-index of 40 (since 2020), a distinguished researcher at Shanghai Jiao Tong University, specializes in the field of Machine learning, Computer vision, Medical Imaging.

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

Anomaly Detection in Electrocardiograms: Advancing Clinical Diagnosis Through Self-Supervised Learning

UniChest: Conquer-and-Divide Pre-training for Multi-Source Chest X-Ray Classification

Medbench: A large-scale chinese benchmark for evaluating medical large language models

Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images

GetMesh: A Controllable Model for High-quality Mesh Generation and Manipulation

Towards Building Multilingual Language Model for Medicine

Domain-Inspired Sharpness Aware Minimization Under Domain Shifts

Learning node representations against perturbations

Ya Zhang Information

University

Position

(上海交通大学)

Citations(all)

10143

Citations(since 2020)

7418

Cited By

4543

hIndex(all)

49

hIndex(since 2020)

40

i10Index(all)

128

i10Index(since 2020)

108

Email

University Profile Page

Shanghai Jiao Tong University

Google Scholar

View Google Scholar Profile

Ya Zhang Skills & Research Interests

Machine learning

Computer vision

Medical Imaging

Top articles of Ya Zhang

Title

Journal

Author(s)

Publication Date

Anomaly Detection in Electrocardiograms: Advancing Clinical Diagnosis Through Self-Supervised Learning

arXiv preprint arXiv:2404.04935

Aofan Jiang

Chaoqin Huang

Qing Cao

Yuchen Xu

Zi Zeng

...

2024/4/7

UniChest: Conquer-and-Divide Pre-training for Multi-Source Chest X-Ray Classification

IEEE Transactions on Medical Imaging

Tianjie Dai

Ruipeng Zhang

Feng Hong

Jiangchao Yao

Ya Zhang

...

2024/3/25

Medbench: A large-scale chinese benchmark for evaluating medical large language models

Proceedings of the AAAI Conference on Artificial Intelligence

Yan Cai

Linlin Wang

Ye Wang

Gerard de Melo

Ya Zhang

...

2024/3/24

Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images

Chaoqin Huang

Aofan Jiang

Jinghao Feng

Ya Zhang

Xinchao Wang

...

2024/6

GetMesh: A Controllable Model for High-quality Mesh Generation and Manipulation

arXiv preprint arXiv:2403.11990

Zhaoyang Lyu

Ben Fei

Jinyi Wang

Xudong Xu

Ya Zhang

...

2024/3/18

Towards Building Multilingual Language Model for Medicine

arXiv preprint arXiv:2402.13963

Pengcheng Qiu

Chaoyi Wu

Xiaoman Zhang

Weixiong Lin

Haicheng Wang

...

2024/2/21

Domain-Inspired Sharpness Aware Minimization Under Domain Shifts

Ruipeng Zhang

Ziqing Fan

Jiangchao Yao

Ya Zhang

Yanfeng Wang

2023/10/13

Learning node representations against perturbations

Pattern Recognition

Xu Chen

Yuangang Pan

Ivor Tsang

Ya Zhang

2024/1/1

Annotation-free audio-visual segmentation

Jinxiang Liu

Yu Wang

Chen Ju

Chaofan Ma

Ya Zhang

...

2024

RadGenome-Chest CT: A Grounded Vision-Language Dataset for Chest CT Analysis

arXiv preprint arXiv:2404.16754

Xiaoman Zhang

Chaoyi Wu

Ziheng Zhao

Jiayu Lei

Ya Zhang

...

2024/4/25

Knowledge-enhanced Visual-Language Pretraining for Computational Pathology

arXiv preprint arXiv:2404.09942

Xiao Zhou

Xiaoman Zhang

Chaoyi Wu

Ya Zhang

Weidi Xie

...

2024/4/15

PMC-LLaMA: toward building open-source language models for medicine

Journal of the American Medical Informatics Association

Chaoyi Wu

Weixiong Lin

Xiaoman Zhang

Ya Zhang

Weidi Xie

...

2024/4/13

Benign vs malignant vertebral compression fractures with MRI: a comparison between automatic deep learning network and radiologist’s assessment

European Radiology

Beibei Liu

Yuchen Jin

Shixiang Feng

Haoyan Yu

Ya Zhang

...

2023/7

Fourier-based augmentation with applications to domain generalization

Pattern Recognition

Qinwei Xu

Ruipeng Zhang

Ziqing Fan

Yanfeng Wang

Yi-Yan Wu

...

2023/7/1

Boost Video Frame Interpolation via Motion Adaptation

Haoning Wu

Xiaoyun Zhang

Weidi Xie

Ya Zhang

Yanfeng Wang

2023/6/24

Federated Learning under Partially Disjoint Data via Manifold Reshaping

Transactions on Machine Learning Research

Ziqing Fan

Jiangchao Yao

Ruipeng Zhang

Lingjuan Lyu

Yanfeng Wang

...

2023/6/23

Zero-shot Composed Text-Image Retrieval

Yikun Liu

Jiangchao Yao

Ya Zhang

Yanfeng Wang

Weidi Xie

2023/6/12

Pmc-llama: Further finetuning llama on medical papers

arXiv preprint arXiv:2304.14454

Chaoyi Wu

Xiaoman Zhang

Ya Zhang

Yanfeng Wang

Weidi Xie

2023/4/27

Multi-modal prompting for low-shot temporal action localization

arXiv preprint arXiv:2303.11732

Chen Ju

Zeqian Li

Peisen Zhao

Ya Zhang

Xiaopeng Zhang

...

2023/3/21

Federated adversarial domain hallucination for privacy-preserving domain generalization

IEEE Transactions on Multimedia

Qinwei Xu

Ruipeng Zhang

Ya Zhang

Yi-Yan Wu

Yanfeng Wang

2023/3/16

See List of Professors in Ya Zhang University(Shanghai Jiao Tong University)

Co-Authors

H-index: 74
Ivor W. Tsang, IEEE Fellow

Ivor W. Tsang, IEEE Fellow

University of Technology

H-index: 41
Siheng Chen

Siheng Chen

Shanghai Jiao Tong University

H-index: 34
Weidi Xie

Weidi Xie

University of Oxford

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