Junyang Lin

3.3k citations

32 papers · 753 · h-index 13

Impact in

Artificial Intelligence top 2%
- Topic Modeling
- Natural Language Processing Techniques
- Advanced Text Analysis Techniques
- Text and Document Classification Technologies
- Speech and dialogue systems
- Sentiment Analysis and Opinion Mining
Computer Vision and Pattern Recognition top 5%
- Multimodal Machine Learning Applications

Papers in

Artificial Intelligence 23
- Topic Modeling 15
- Natural Language Processing Techniques 13
- Domain Adaptation and Few-Shot Learning 4
- Advanced Text Analysis Techniques 4
- Text and Document Classification Technologies 3
- Sentiment Analysis and Opinion Mining 2
Computer Vision and Pattern Recognition 12
- Multimodal Machine Learning Applications 11
- Advanced Image and Video Retrieval Techniques 3

Co-authors: Xu Sun (11 shared papers)Shuming Ma (7 shared papers)Qi Su (5 shared papers)Xuancheng Ren (6 shared papers)Hongxia Yang (7 shared papers)Jingjing Xu (2 shared papers)Yichang Zhang (7 shared papers)Jie Tang (2 shared papers)
Journals: IEEE Access (1 paper)Lecture notes in computer science (1 paper)Communications in computer and information science (1 paper)National University of Singapore (1 paper)arXiv (Cornell University) (3 papers)
Partner nations: China United States Cayman Islands

In The Last Decade

Junyang Lin

27 papers receiving 733 citations

Peers

Countries citing papers authored by Junyang Lin

Since Specialization

Citations

This map shows the geographic impact of Junyang Lin'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 Junyang Lin with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Junyang Lin more than expected).

Fields of papers citing papers by Junyang Lin

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Junyang Lin. 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 Junyang Lin. The network helps show where Junyang Lin may publish in the future.

Co-authors

The 25 scholars most cited alongside Junyang Lin, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Junyang Lin Line = papers co-authored together Junyang Lin links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 32 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Towards Knowledge-Based Recommender Dialog System Qibin Chen, Junyang Lin, Yichang Zhang, Ming Ding, Yukuo Cen, Hongxia Yang, Jie Tang	2019	149
2	Global Encoding for Abstractive Summarization Junyang Lin, Xu Sun, Shuming Ma, Qi Su	2018	106
3	Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation Jingjing Xu, Xuancheng Ren, Junyang Lin, Xu Sun	2018	91
4	Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification Junyang Lin, Qi Su, Pengcheng Yang, Shuming Ma, Xu Sun	2018	51
5	A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification Pengcheng Yang, Fuli Luo, Shuming Ma, Junyang Lin, Xu Sun	2019	50
6	A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification Shuming Ma, Xu Sun, Junyang Lin, Xuancheng Ren	2018	46
7	Bag-of-Words as Target for Neural Machine Translation Shuming Ma, Xu Sun, Yizhong Wang, Junyang Lin	2018	43
8	A Gesture Air-Writing Tracking Method that Uses 24 GHz SIMO Radar SoC IEEE Access ·Pengcheng Wang, Junyang Lin, Fuyue Wang, Jianping Xiu, Yue Lin, Na Yan, Hongtao Xu	2020	38
9	Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization Shuming Ma, Xu Sun, Junyang Lin, Houfeng Wang	2018	30
10	Connecting Language and Vision for Natural Language-Based Vehicle Retrieval National University of Singapore ·Shuai Bai, Zhedong Zheng, Xiaohan Wang, Junyang Lin, Zhu Zhang, Chang Zhou, Hongxia Yang, Yi Yang	2021	24
11	M6: Multi-Modality-to-Multi-Modality Multitask Mega-transformer for Unified Pretraining Junyang Lin, Rui Men, Yang An, Chang Zhou, Yichang Zhang, Peng Wang, Jingren Zhou, Jie Tang, Hongxia Yang	2021	23
12	An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation Liangchen Luo, Jingjing Xu, Junyang Lin, Qi Zeng, Xu Sun	2018	22
13	An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models Lecture notes in computer science ·Liang Chen, Haozhe Zhao, Tianyu Liu, Shuai Bai, Junyang Lin, Chang Zhou, Baobao Chang	2024	18
14	Learning Relation Alignment for Calibrated Cross-modal Retrieval Shuhuai Ren, Junyang Lin, Guangxiang Zhao, Rui Men, Yang An, Jingren Zhou, Xu Sun, Hongxia Yang	2021	11
15	Learning When to Concentrate or Divert Attention: Self-Adaptive Attention Temperature for Neural Machine Translation Junyang Lin, Xu Sun, Xuancheng Ren, Muyu Li, Qi Su	2018	9
16	Prompt Tuning for Unified Multimodal Pretrained Models (unknown), Junyang Lin, An‐Suei Yang, Peng Wang, Chang Zhou	2023	6
17	Sketch and Refine: Towards Faithful and Informative Table-to-Text Generation Peng Wang, Junyang Lin, Yang An, Chang Zhou, Yichang Zhang, Jingren Zhou, Hongxia Yang	2021	6
18	Transferring General Multimodal Pretrained Models to Text Recognition Junyang Lin, Xuancheng Ren, Yichang Zhang, (unknown), Peng Wang, Yang An, Chang Zhou	2023	5
19	Sparse Transformer: Concentrated Attention Through Explicit Selection Guangxiang Zhao, Junyang Lin, Zhiyuan Zhang, Xuancheng Ren, Xu Sun	2019	5
20	Exploring Sparse Expert Models and Beyond arXiv (Cornell University) ·Yang An, Junyang Lin, Rui Men, Chang Zhou, Le Jiang, Xianyan Jia, Ang Wang, Jie Zhang, Jiamang Wang, Yong Li, Di Zhang, Wei Lin, Lin Qu, Jingren Zhou, Hongxia Yang	2021	4

About Junyang Lin

Junyang Lin is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Information Systems, Molecular Biology and Political Science and International Relations, having authored 32 papers that have together received 753 indexed citations. Recurring topics across this work include Topic Modeling (15 papers), Natural Language Processing Techniques (13 papers), Multimodal Machine Learning Applications (11 papers), Domain Adaptation and Few-Shot Learning (4 papers), Advanced Text Analysis Techniques (4 papers), Advanced Image and Video Retrieval Techniques (3 papers), Text and Document Classification Technologies (3 papers) and Sentiment Analysis and Opinion Mining (2 papers). The work is most often cited by research in Artificial Intelligence (620 citations), Computer Vision and Pattern Recognition (209 citations), Information Systems (190 citations), Human-Computer Interaction (23 citations) and Signal Processing (22 citations). Junyang Lin has collaborated with scholars based in China, United States and Cayman Islands. Frequent co-authors include Xu Sun, Shuming Ma, Qi Su, Xuancheng Ren, Hongxia Yang, Jingjing Xu, Yichang Zhang, Jie Tang, Yukuo Cen and Ming Ding. Their work appears in journals such as IEEE Access, Lecture notes in computer science, Communications in computer and information science, National University of Singapore and arXiv (Cornell University).

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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