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Ph.D. at Xiamen University |
[Biography] [Latest News] [Publications] [Professional Activities] [Major Awards] [Statistics]
Biography [back top]
I am currently a second-year Ph.D student in Department of Artificial Intelligence, School of Informatics, Xiamen University, advised by Prof. Rongrong Ji.
My recent research interests are in vision-and-language learning and efficient transfer learning.
- 06/2023 -- Now: Visiting student in Peng Cheng Laboratory, Shenzhen, China
- 09/2021 -- Now: Ph.D. in Intelligence Science and Technology, Xiamen University, Xiamen, China
- 05/2020 -- 09/2020: Research Intern, MSRA NLC Group, Beijing, China
- 09/2018 -- 06/2021: M.S. in Computer Technology, Xiamen University, Xiamen, China
Latest News [back top]
- 09/2023: One paper is accepted by NeurIPS 2023
- 09/2023: One paper is accepted by IEEE TMM
- 08/2023: One paper is accepted by IJCV
- 03/2023: Two papers are accepted by CVPR 2023
Publications [back top]
Journal
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Gen Luo, Yiyi Zhou✉, Xiaoshuai Sun, Feiyue Huang, Yue Gao, Rongrong Ji
Towards Language-guided Visual Recognition via Dynamic Convolutions International Journal of Computer Vision (IJCV) |
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Gen Luo, Yiyi Zhou✉, Jiamu Sun, Xiaoshuai Sun, Rongrong Ji
A Survivor in the Era of Large-Scale Pretraining: An Empirical Study of One-Stage Referring Expression Comprehension IEEE Transactions on Multimedia (TMM) [arXiv] [code] |
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Gen Luo, Yiyi Zhou✉, Xiaoshuai Sun, Yan Wang, Liujuan Cao, Yongjian Wu, Feiyue Huang, Rongrong Ji
Towards Lightweight Transformer Via Group-Wise Transformation for Vision-and-Language Tasks IEEE Transactions on Image Processing (TIP), 2022 [pdf] [arXiv] [code] |
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Jiayi Ji, Xiaoyang Huang, Xiaoshuai Sun✉, Yiyi Zhou, Gen Luo, Liujuan Cao, Jianzhuang Liu, Ling Shao, Rongrong Ji
Multi-Branch Distance-Sensitive Self-Attention Network for Image Captioning IEEE Transactions on Multimedia (TMM), 2022 [pdf] |
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Yiyi Zhou, Rongrong Ji✉, Gen Luo, Xiaoshuai Sun, Jinsong Su, Xinghao Ding, Chia-Wen Lin, Qi Tian
A Real-Time Global Inference Network for One-Stage Referring Expression Comprehension IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 [pdf] [arXiv] [code] |
Conference
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Gen Luo, Yiyi Zhou, Tianhe Ren, Shengxin Chen, Xiaoshuai Sun, Rongrong Ji✉
Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models NeurIPS, 2023 [paper] [project] |
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Lei Jin*, Gen Luo*(Equal Contribution), Yiyi Zhou✉, Xiaoshuai Sun, Guannan Jiang, Annan Shu, Rongrong Ji
RefCLIP: A Universal Teacher for Weakly Supervised Referring Expression Comprehension CVPR, 2023 [paper] [project] |
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Jiamu Sun, Gen Luo, Yiyi Zhou✉, Xiaoshuai Sun, Guannan Jiang, Zhiyu Wang, Rongrong Ji
RefTeacher: A Strong Baseline for Semi-Supervised Referring Expression Comprehension CVPR, 2023 [paper] [project] |
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Chaoyang Zhu, Yiyi Zhou, Yunhang Shen, Gen Luo, Xingjia Pan, Mingbao Lin, Chao Chen, Liujuan Cao✉, Xiaoshuai Sun, Rongrong Ji
SeqTR: A Simple yet Universal Network for Visual Grounding ECCV, 2022, Oral (Top 2.7%) [arXiv] [code] |
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Peng Mi, Jianghang Lin, Yiyi Zhou, Yunhang Shen, Gen Luo, Xiaoshuai Sun, Liujuan Cao, Rongrong Fu, Qiang Xu, Rongrong Ji✉
Active Teacher for Semi-Supervised Object Detection CVPR, 2022 [pdf coming] [code] |
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Jiayi Ji, Yunpeng Luo, Xiaoshuai Sun✉, Fuhai Chen, Gen Luo, Yongjian Wu, Yue Gao, Rongrong Ji
Improving Image Captioning by Leveraging Intra- and Inter-layer Global Representation in Transformer Network AAAI, 2021 |
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Yiyi Zhou, Rongrong Ji✉, Xiaoshuai Sun, Gen Luo, Xiaopeng Hong, Jinsong Su, Xinghao Ding, Ling Shao
K-armed Bandit based Multi-Modal Network Architecture Search for Visual Question Answering ACM MM, 2020, Oral (Top 8.9%) [pdf] |
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Gen Luo, Yiyi Zhou✉, Rongrong Ji, Xiaoshuai Sun, Jinsong Su, Chia-Wen Lin, Qi Tian
Cascade Grouped Attention Network for Referring Expression Segmentation ACM MM, 2020, Oral (Top 8.9%) [pdf] |
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Gen Luo, Yiyi Zhou, Xiaoshuai Sun, Liujuan Cao, Chenglin Wu, Cheng Deng, Rongrong Ji✉
Multi-Task Collaborative Network for Joint Referring Expression Comprehension and Segmentation CVPR, 2020, Oral (Top 5%) [pdf] [arXiv] [code] |
Professional Activities [back top]
- Conference Reviewer: CVPR 2022, ECCV 2022, CVPR2023
Major Awards [back top]
- National Scholarship, China, 2020
- Xiamen University Scholarship, 2019