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Second-year Ph. D Student 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 the Department of Artificial Intelligence, School of Informatics, Xiamen University, advised by Prof. Rongrong Ji. Earlier, I received the B.S. degree from the Department of Artificial Intelligence, School of Informatics, Xiamen University.
My recent research interests are to develop efficient vision models.
- 06/2022 -- Now: Visiting Student, Peng Cheng Lab, Shenzhen, China
- 09/2021 -- 06/2022: Research Intern, VIVO AI Lab, Shenzhen, China
- 09/2016 -- 06/2020: B.S. in Computer Science and Technology, Xiamen University, Xiamen, China
Latest News [back top]
- 05/2024: Two paper accepted by ICML 2024
- 02/2024: Two paper accepted by CVPR 2024
- 01/2024: One paper accepted by ICLR 2024
- 12/2023: One paper accepted by AAAI 2024
- 08/2023: One paper accepted by IEEE TPAMI
Publications [back top]
Journal
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Yuxin Zhang, Mingbao Lin, Yunshan Zhong, Fei Chao, Rongrong Ji✉
Lottery Jackpots Exist in Pre-trained Models IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 [pdf] [code] |
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Mingbao Lin* Mengzhao Chen*, Yuxin Zhang, Chunhua Shen, Rongrong Ji, Liujuan Cao✉
Super Vision Transformer International Journal of Computer Vision (IJCV), 2023 [pdf] [code] (* Equal Contribution) |
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Mingbao Lin, Yuxin Zhang, Yuchao Li, Bohong Chen, Fei Chao, Mengdi Wang, Shen Li, Yonghong Tian, Rongrong Ji✉
1xN Pattern for Pruning Convolutional Neural Networks IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 [pdf] [code] |
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Mingbao Lin, Liujuan Cao✉, Yuxin Zhang, Ling Shao, Chia-Wen Lin, Rongrong Ji
Pruning Networks with Cross-Layer Ranking & k-Reciprocal Nearest Filters IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 [pdf] [code] |
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Yuxin Zhang, Mingbao Lin, Chia-Wen Lin, Jie Chen, Yongjian Wu, Yonghong Tian, Rongrong Ji✉
Carrying out CNN Channel Pruning in a White Box IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 [pdf] [code] |
Conference
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Yuxin Zhang, Lirui Zhao, Mingbao Lin, Yunyun Sun, Yiwu Yao, Xingjia Han, Jared Tanner, Shiwei Liu, Rongrong Ji✉
Dynamic Sparse No Training: Training-free Fine-tuning for Sparse LLMs International Conference on Learning Representations (ICLR), 2024 [pdf] [code] |
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Jingjing Xie, Yuxin Zhang, Mingbao Lin, Zhihang Lin, Liujuan Cao✉, Rongrong Ji
UniPTS: A Unified Framework for Proficient Post-Training Sparsity IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024 [pdf] [code] |
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Lirui Zhao, Yue Yang, Kaipeng Zhang, Wenqi Shao, Yuxin Zhang, Yu Qiao, Ping Luo, Rongrong Ji✉
DiffAgent: Fast and Accurate Text-to-Image API Selection with Large Language Model IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024 [pdf] [code] |
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Yunshan Zhong, Yuyao Zhou, Yuxin Zhang, Fei Chao, Rongrong Ji✉
Learning Image Demoireing from Unpaired Real Data AAAI Conference on Artificial Intelligence, 2024 [pdf] [code] |
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Mengzhao Chen, Mingbao Lin, Zhihang Lin, Yuxin Zhang, Fei Chao, Rongrong Ji✉
SMMix: Self-Motivated Image Mixing for Vision Transformers International Conference on Computer Vision (ICCV), 2023 [pdf] [code] |
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Yuxin Zhang*, Yiting Luo*, Mingbao Lin, Yunshan Zhong, Jingjing Xie, Fei Chao, Rongrong Ji✉
Bi-directional Masks for Efficient N:M Sparse Training International Conference on Machine Learning (ICML), 2023 [pdf] [code] (* Equal Contribution) |
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Yuxin Zhang, Mingbao Lin, Xunchao Li, Han Liu, Guozhi Wang, Fei Chao, Shuai Ren, Yafei Wen, Xiaoxin Chen, Rongrong Ji✉
Real-Time Image Demoiréing on Mobile Devices International Conference on Learning Representations (ICLR), 2023 [pdf] [code] |
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Yuxin Zhang, Mingbao Lin, Zhihang Lin, Yiting Luo, Ke Li, Fei Chao, Yongjian Wu, Rongrong Ji✉
Learning Best Combination for Efficient N:M Sparsity Neural Information Processing Systems (NeurIPS), 2022 [pdf] [code] |
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Mingbao Lin, Rongrong Ji✉, Yuxin Zhang, Baochang Zhang, Yongjian Wu, Yonghong Tian
Channel Pruning via Automatic Structure Search The 29th International Joint Conference on Artificial Intelligence (IJCAI), 2020 [pdf] [code] |
Professional Activities [back top]
- Conference Reviewer: CVPR 2022--2024, ICCV 2023, ICML 2022--2024, NeurIPS 2022-2023, ICLR 2024
- Journal Reviewer: IEEE Transactions on Circuits and Systems for Video Technology