Junchi Yan

17.2k total citations · 10 hit papers
267 papers, 8.7k citations indexed

About

Junchi Yan is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Signal Processing. According to data from OpenAlex, Junchi Yan has authored 267 papers receiving a total of 8.7k indexed citations (citations by other indexed papers that have themselves been cited), including 133 papers in Computer Vision and Pattern Recognition, 117 papers in Artificial Intelligence and 26 papers in Signal Processing. Recurrent topics in Junchi Yan's work include Advanced Image and Video Retrieval Techniques (41 papers), Advanced Graph Neural Networks (39 papers) and Advanced Neural Network Applications (38 papers). Junchi Yan is often cited by papers focused on Advanced Image and Video Retrieval Techniques (41 papers), Advanced Graph Neural Networks (39 papers) and Advanced Neural Network Applications (38 papers). Junchi Yan collaborates with scholars based in China, United States and Hong Kong. Junchi Yan's co-authors include Xue Yang, Xiaokang Yang, Hongyuan Zha, Tao He, Zi‐Ming Feng, Aoxiang Fan, Junjun Jiang, Xingyu Jiang, Jiayi Ma and Stephen M. Chu and has published in prestigious journals such as Nature Communications, IEEE Transactions on Pattern Analysis and Machine Intelligence and Advanced Functional Materials.

In The Last Decade

Junchi Yan

241 papers receiving 8.5k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object

2021 677 citations Xue Yang, Junchi Yan et al. Proceedings of the AAAI Conference on Artificial Intelligence profile →
SCRDet: Towards More Robust Detection for Small, Cluttered and Rotated Objects

2019 650 citations Xue Yang, Junchi Yan et al. profile →
Image Matching from Handcrafted to Deep Features: A Survey

2020 641 citations Junchi Yan et al. profile →
Transformers in Time Series: A Survey

2023 526 citations Junchi Yan et al. profile →
Generalizing Face Forgery Detection with High-frequency Features

2021 285 citations Junchi Yan, Wei Liu et al. profile →
Dense Label Encoding for Boundary Discontinuity Free Rotation Detection

2021 242 citations Xue Yang, Yue Zhou et al. profile →
MMRotate

2022 232 citations Yue Zhou, Xue Yang et al. profile →
SCRDet++: Detecting Small, Cluttered and Rotated Objects via Instance-Level Feature Denoising and Rotation Loss Smoothing

2022 231 citations Xue Yang, Junchi Yan et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
Learning Modulated Loss for Rotated Object Detection

2021 212 citations Xue Yang, Junchi Yan et al. Proceedings of the AAAI Conference on Artificial Intelligence profile →
ARS-DETR: Aspect Ratio-Sensitive Detection Transformer for Aerial Oriented Object Detection

2024 50 citations Xue Yang, Junchi Yan et al. profile →

Peers

Countries citing papers authored by Junchi Yan

Since Specialization

Citations

This map shows the geographic impact of Junchi Yan's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Junchi Yan with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Junchi Yan more than expected).

Fields of papers citing papers by Junchi Yan

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Junchi Yan. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Junchi Yan. The network helps show where Junchi Yan may publish in the future.

Co-authorship network of co-authors of Junchi Yan

This figure shows the co-authorship network connecting the top 25 collaborators of Junchi Yan. A scholar is included among the top collaborators of Junchi Yan based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Junchi Yan. Junchi Yan is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Re-TASK: Revisiting LLM Tasks from Capability, Skill, and Knowledge Perspectives 2025 ·Zhihu Wang, Shiwan Zhao, Yu Wang, (unknown), Sitao Xie, (unknown), Jiaxin Shi, Zhixing Wang, (unknown), Junchi Yan	0
2	ChartX and ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning 2025 ·IEEE Transactions on Image Processing ·(unknown), (unknown), (unknown), Qi Liu, Hongbin Zhou, Zijun Chen, Botian Shi, Junchi Yan, Bo Zhang	0
3	Understanding and mitigating dimensional collapse of Graph Contrastive Learning: A non-maximum removal approach 2024 ·Neural Networks ·(unknown), (unknown), Jie Li, Yue Ding, (unknown), Zhi Liu, Junchi Yan	1
4	Double-Bounded Optimal Transport for Advanced Clustering and Classification 2024 ·Proceedings of the AAAI Conference on Artificial Intelligence ·(unknown), (unknown), Junchi Yan	1
5	STAR: A First-Ever Dataset and a Large-Scale Benchmark for Scene Graph Generation in Large-Size Satellite Imagery 2024 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Yansheng Li, (unknown), (unknown), Xue Yang, (unknown), Qi Wang, (unknown), (unknown), Xian Sun, Haifeng Li, Bo Dang, Yongjun Zhang, Yi Yu, Junchi Yan	23
6	Rethinking Cross-Domain Sequential Recommendation under Open-World Assumptions 2024 ·(unknown), Qitian Wu, Runzhong Wang, Mingming Ha, (unknown), (unknown), Bing Han, Junchi Yan	7
7	Unsupervised Video Moment Retrieval with Knowledge-Based Pseudo-Supervision Construction 2024 ·ACM Transactions on Information Systems ·(unknown), (unknown), (unknown), (unknown), Junchi Yan	0
8	IID-GAN: an IID Sampling Perspective for Regularizing Mode Collapse 2023 ·(unknown), Liangliang Shi, Junchi Yan	1
9	Progressive reinforcement learning for video summarization 2023 ·Information Sciences ·(unknown), Xun Wu, Junchi Yan	7
10	GAL-VNE: Solving the VNE Problem with Global Reinforcement Learning and Local One-Shot Neural Prediction 2023 ·(unknown), Runzhong Wang, Fei Wu, Junchi Yan	2
11	Unsupervised Learning of Graph Matching With Mixture of Modes via Discrepancy Minimization 2023 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Runzhong Wang, Junchi Yan, Xiaokang Yang	10
12	Fine-Grained Music Plagiarism Detection: Revealing Plagiarists through Bipartite Graph Matching and a Comprehensive Large-Scale Dataset 2023 ·(unknown), (unknown), (unknown), Ning Zhang, Hua Yang, Junchi Yan	1
13	ZeroBind: a protein-specific zero-shot predictor with subgraph matching for drug-target interactions 2023 ·Nature Communications ·(unknown), Ying Xia, Junchi Yan, Ye Yuan, Hong‐Bin Shen, Xiaoyong Pan	29
14	Detecting Rotated Objects as Gaussian Distributions and Its 3-D Generalization 2022 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Xue Yang, (unknown), (unknown), Yue Zhou, (unknown), Jin Tang, Tao He, Junchi Yan	68
15	Deep Latent Graph Matching 2021 ·International Conference on Machine Learning ·(unknown), Runzhong Wang, Junchi Yan, (unknown)	4
16	Pre-training Entity Relation Encoder with Intra-span and Inter-span Information 2020 ·Yijun Wang, Changzhi Sun, Yuanbin Wu, Junchi Yan, Peng Gao, Guotong Xie	25
17	Combinatorial Learning of Robust Deep Graph Matching: An Embedding Based Approach 2020 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Runzhong Wang, Junchi Yan, Xiaokang Yang	53
18	Towards Transferable Targeted Attack 2020 ·Maosen Li, Cheng Deng, (unknown), Junchi Yan, Xinbo Gao, Heng Huang	65
19	Learning Time Series Associated Event Sequences With Recurrent Point Process Networks 2019 ·IEEE Transactions on Neural Networks and Learning Systems ·Shuai Xiao, Junchi Yan, Mehrdad Farajtabar, Le Song, Xiaokang Yang, Hongyuan Zha	66
20	Generalizing graph matching beyond quadratic assignment model 2018 ·neural information processing systems ·(unknown), Junchi Yan, Yilin Wang, Wei Liu, (unknown)	20

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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