Junchi Yan

Junchi Yan

Shanghai Jiao Tong University

H-index: 61

Asia-China

About Junchi Yan

Junchi Yan, With an exceptional h-index of 61 and a recent h-index of 57 (since 2020), a distinguished researcher at Shanghai Jiao Tong University, specializes in the field of Machine Learning, Combinatorics & Graph, Quantum AI, AI4Science, Autonomous Drive.

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

ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

Continuous-Multiple Image Outpainting in One-Step via Positional Query and A Diffusion-based Approach

ActiveAD: Planning-Oriented Active Learning for End-to-End Autonomous Driving

GMTR: Graph Matching Transformers

LaneSegNet: Map Learning with Lane Segment Perception for Autonomous Driving

PointOBB: Learning Oriented Object Detection via Single Point Supervision

Progressive reinforcement learning for video summarization

ARS-DETR: Aspect Ratio-Sensitive Detection Transformer for Aerial Oriented Object Detection

Junchi Yan Information

University

Position

Research Professor Previously IBM Research

Citations(all)

15330

Citations(since 2020)

13621

Cited By

3923

hIndex(all)

61

hIndex(since 2020)

57

i10Index(all)

199

i10Index(since 2020)

188

Email

University Profile Page

Shanghai Jiao Tong University

Google Scholar

View Google Scholar Profile

Junchi Yan Skills & Research Interests

Machine Learning

Combinatorics & Graph

Quantum AI

AI4Science

Autonomous Drive

Top articles of Junchi Yan

Title

Journal

Author(s)

Publication Date

ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning

arXiv preprint arXiv:2402.12185

Renqiu Xia

Bo Zhang

Hancheng Ye

Xiangchao Yan

Qi Liu

...

2024/2/19

Continuous-Multiple Image Outpainting in One-Step via Positional Query and A Diffusion-based Approach

Shaofeng Zhang

Jinfa Huang

Qiang Zhou

Zhibin Wang

Fan Wang

...

2024/1/28

ActiveAD: Planning-Oriented Active Learning for End-to-End Autonomous Driving

arXiv preprint arXiv:2403.02877

Han Lu

Xiaosong Jia

Yichen Xie

Wenlong Liao

Xiaokang Yang

...

2024/3/5

GMTR: Graph Matching Transformers

Jinpei Guo

Shaofeng Zhang

Runzhong Wang

Chang Liu

Junchi Yan

2024/4/14

LaneSegNet: Map Learning with Lane Segment Perception for Autonomous Driving

Tianyu Li

Peijin Jia

Bangjun Wang

Li Chen

Kun Jiang

...

2024/5

PointOBB: Learning Oriented Object Detection via Single Point Supervision

Junwei Luo

Xue Yang

Yi Yu

Qingyun Li

Junchi Yan

...

2024/6

Progressive reinforcement learning for video summarization

Information Sciences

Guolong Wang

Xun Wu

Junchi Yan

2024/1/1

ARS-DETR: Aspect Ratio-Sensitive Detection Transformer for Aerial Oriented Object Detection

IEEE TGRS 2024 (arXiv:2303.04989)

Ying Zeng

Yushi Chen

Xue Yang

Qingyun Li

Junchi Yan

2024/2/19

Double-Bounded Optimal Transport for Advanced Clustering and Classification

Liangliang Shi

Zhaoqi Shen

Junchi Yan

2024/1/21

Rethinking Classifier Re-Training in Long-Tailed Recognition: A Simple Logits Retargeting Approach

arXiv preprint arXiv:2403.00250

Han Lu

Siyu Sun

Yichen Xie

Liqing Zhang

Xiaokang Yang

...

2024/3/1

Dynamic Reactive Spiking Graph Neural Network

Han Zhao

Xu Yang

Cheng Deng

Junchi Yan

2024/3/24

M3C: A Framework towards Convergent, Flexible, and Unsupervised Learning of Mixture Graph Matching and Clustering

ICLR 2024 (arXiv:2310.18444)

Jiaxin Lu

Zetian Jiang

Tianzhe Wang

Junchi Yan

2024/5

Point2RBox: Combine Knowledge from Synthetic Visual Patterns for End-to-end Oriented Object Detection with Single Point Supervision

CVPR 2024 (arXiv:2311.14758)

Yu Yi

Xue Yang

Qingyun Li

Feipeng Da

Junchi Yan

...

2024/6

Rethinking Cross-Domain Sequential Recommendation under Open-World Assumptions

arXiv preprint arXiv:2311.04590

Wujiang Xu

Qitian Wu

Runzhong Wang

Mingming Ha

Qiongxu Ma

...

2023/11/8

A Synchronized Layer-by-layer Growing Approach for Plausible Neuronal Morphology Generation

arXiv preprint arXiv:2401.09500

Nianzu Yang

Kaipeng Zeng

Haotian Lu

Yexin Wu

Zexin Yuan

...

2024/1/17

Graph Out-of-Distribution Generalization via Causal Intervention

Qitian Wu

Fan Nie

Chenxiao Yang

Tianyi Bao

Junchi Yan

2024/2/18

AlphaRotate: A rotation detection benchmark using tensorflow

Xue Yang

Yue Zhou

Junchi Yan

2024/3

Boosting Order-Preserving and Transferability for Neural Architecture Search: a Joint Architecture Refined Search and Fine-tuning Approach

Beichen Zhang

Xiaoxing Wang

Xiaohan Qin

Junchi Yan

2024/3/18

ReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target Simulation

Bo Zhang

Xinyu Cai

Jiakang Yuan

Donglin Yang

Jianfei Guo

...

2024/5

Towards Imitation Learning to Branch for MIP: A Hybrid Reinforcement Learning based Sample Augmentation Approach

Changwen Zhang

Wenli Ouyang

Hao Yuan

Liming Gong

Yong Sun

...

2024/5/5

See List of Professors in Junchi Yan University(Shanghai Jiao Tong University)

Co-Authors

H-index: 85
Xiaokang Yang

Xiaokang Yang

Shanghai Jiao Tong University

H-index: 83
Le Song

Le Song

Georgia Institute of Technology

H-index: 23
Xue Yang (杨学)

Xue Yang (杨学)

Shanghai Jiao Tong University

H-index: 14
Qitian Wu

Qitian Wu

Shanghai Jiao Tong University

H-index: 12
Chao Chen

Chao Chen

Shanghai Jiao Tong University

H-index: 10
Runzhong Wang

Runzhong Wang

Shanghai Jiao Tong University

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