Gen Luo   罗根

Ph.D. at Xiamen University


Email: luogen@stu.xmu.edu.cn
             [Github]   [Scholar]

[Biography] [Latest News] [Publications] [Professional Activities] [Major Awards] [Statistics]

Biography   [back top]

I am currently a first-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 semi-supervised object detection.

Latest News   [back top]

Publications   [back top]

Journal

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]
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]
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

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
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
[pdf coming] [code]
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
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2021
[pdf
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
Proceedings of the 28th ACM International Conference on Multimedia (ACM MM), 2020
[pdf]
Gen Luo, Yiyi Zhou, Rongrong Ji, Xiaoshuai Sun, Jinsong Su, Chia-Wen Lin, Qi Tian
Cascade Grouped Attention Network for Referring Expression Segmentation
Proceedings of the 28th ACM International Conference on Multimedia (ACM MM), 2020
[pdf]
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
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020
[pdf] [arXiv] [code]

Preprint

Gen Luo, Yiyi Zhou, Jiamu Sun, Shubin Huang, Xiaoshuai Sun, Qixiang Ye, Yongjian Wu, Rongrong Ji
What Goes beyond Multi-modal Fusion in One-stage Referring Expression Comprehension: An Empirical Study
arXiv preprint arXiv:2204.07913, 2022
[arXiv] [code]
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
arXiv preprint arXiv:2203.16265, 2022
[arXiv] [code]
Gen Luo, Yiyi Zhou, Xiaoshuai Sun, Xinghao Ding, Yongjian Wu, Feiyue Huang, Yue Gao, Rongrong Ji
Towards Language-guided Visual Recognition via Dynamic Convolutions
arXiv preprint arXiv:2110.08797, 2021
[arXiv]

Professional Activities   [back top]

Major Awards   [back top]