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Junwei Deng
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2020 – today
- 2024
- [i8]Junwei Deng, Ting-Wei Li, Shichang Zhang, Jiaqi Ma:
Efficient Ensembles Improve Training Data Attribution. CoRR abs/2405.17293 (2024) - [i7]Xinhe Wang, Pingbang Hu, Junwei Deng, Jiaqi W. Ma:
Adversarial Attacks on Data Attribution. CoRR abs/2409.05657 (2024) - [i6]Junwei Deng, Ting-Wei Li, Shiyuan Zhang, Shixuan Liu, Yijun Pan, Hao Huang, Xinhe Wang, Pingbang Hu, Xingjian Zhang, Jiaqi W. Ma:
dattri: A Library for Efficient Data Attribution. CoRR abs/2410.04555 (2024) - [i5]Junwei Deng, Weijing Tang, Jiaqi W. Ma:
A Versatile Influence Function for Data Attribution with Non-Decomposable Loss. CoRR abs/2412.01335 (2024) - 2023
- [i4]Junwei Deng, Jiaqi Ma:
Computational Copyright: Towards A Royalty Model for AI Music Generation Platforms. CoRR abs/2312.06646 (2023) - 2022
- [c7]Jason Jinquan Dai, Ding Ding, Dongjie Shi, Shengsheng Huang, Jiao Wang, Xin Qiu, Kai Huang, Guoqiong Song, Yang Wang, Qiyuan Gong, Jiaming Song, Shan Yu, Le Zheng, Yina Chen, Junwei Deng, Ge Song:
BigDL 2.0: Seamless Scaling of AI Pipelines from Laptops to Distributed Cluster. CVPR 2022: 21407-21414 - [c6]Junwei Deng, Yiqing Shen
, Yi Guo, Jing Ke:
CellSegNet: an adaptive multi-resolution hybrid network for cell segmentation. Digital and Computational Pathology 2022 - [c5]Jiaqi Ma, Junwei Deng, Qiaozhu Mei:
Adversarial Attack on Graph Neural Networks as An Influence Maximization Problem. WSDM 2022: 675-685 - [i3]Jason Jinquan Dai, Ding Ding, Dongjie Shi, Shengsheng Huang, Jiao Wang, Xin Qiu, Kai Huang, Guoqiong Song, Yang Wang, Qiyuan Gong, Jiaming Song, Shan Yu, Le Zheng, Yina Chen, Junwei Deng, Ge Song:
BigDL 2.0: Seamless Scaling of AI Pipelines from Laptops to Distributed Cluster. CoRR abs/2204.01715 (2022) - 2021
- [c4]Jiaqi Ma, Junwei Deng, Qiaozhu Mei:
Subgroup Generalization and Fairness of Graph Neural Networks. NeurIPS 2021: 1048-1061 - [i2]Jiaqi Ma, Junwei Deng, Qiaozhu Mei:
Adversarial Attack on Graph Neural Networks as An Influence Maximization Problem. CoRR abs/2106.10785 (2021) - [i1]Jiaqi Ma, Junwei Deng, Qiaozhu Mei:
Subgroup Generalization and Fairness of Graph Neural Networks. CoRR abs/2106.15535 (2021) - 2020
- [c3]Junwei Deng, Yizhou Lu, Jing Ke:
An Accurate Neural Network for Cytologic Whole-Slide Image Analysis. ACSW 2020: 22:1-22:7
2010 – 2019
- 2019
- [c2]Jing Ke, Junwei Deng, Yizhou Lu, Dadong Wang
Assessment and Elimination of Inflammatory Cell: A Machine Learning Approach in Digital Cytology. DICTA 2019: 1-8 - [c1]Jing Ke, Junwei Deng, Yizhou Lu:
Noise reduction with image inpainting: an application in clinical data diagnosis. SIGGRAPH Posters 2019: 88:1-88:2
Coauthor Index
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