Junwei Deng

According to our database, Junwei Deng authored at least 14 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Exploring Training Data Attribution under Limited Access Constraints.

Shiyuan Zhang, Junwei Deng, Juhan Bae, Jiaqi Ma

CoRR, September, 2025

Taming Hyperparameter Sensitivity in Data Attribution: Practical Selection Without Costly Retraining.

Weiyi Wang, Junwei Deng, Yuzheng Hu, Shiyuan Zhang, Xirui Jiang, Runting Zhang, Han Zhao, Jiaqi W. Ma

CoRR, May, 2025

A Versatile Influence Function for Data Attribution with Non-Decomposable Loss.

Junwei Deng, Weijing Tang, Jiaqi W. Ma

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Adversarial Attacks on Data Attribution.

Xinhe Wang, Pingbang Hu, Junwei Deng, Jiaqi W. Ma

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Efficient Ensembles Improve Training Data Attribution.

Junwei Deng, Ting-Wei Li, Shichang Zhang, Jiaqi Ma

CoRR, 2024

dattri: A Library for Efficient Data Attribution.

Junwei Deng, Ting-Wei Li, Shiyuan Zhang, Shixuan Liu, Yijun Pan, Hao Huang, Xinhe Wang, Pingbang Hu, Xingjian Zhang, Jiaqi W. Ma

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Computational Copyright: Towards A Royalty Model for AI Music Generation Platforms.

Junwei Deng, Jiaqi Ma

CoRR, 2023

2022

Adversarial Attack on Graph Neural Networks as An Influence Maximization Problem.

Jiaqi Ma, Junwei Deng, Qiaozhu Mei

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

CellSegNet: an adaptive multi-resolution hybrid network for cell segmentation.

Junwei Deng, Yiqing Shen, Yi Guo, Jing Ke

Proceedings of the Medical Imaging 2022: Digital and Computational Pathology, 2022

BigDL 2.0: Seamless Scaling of AI Pipelines from Laptops to Distributed Cluster.

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Subgroup Generalization and Fairness of Graph Neural Networks.

Jiaqi Ma, Junwei Deng, Qiaozhu Mei

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

An Accurate Neural Network for Cytologic Whole-Slide Image Analysis.

Junwei Deng, Yizhou Lu, Jing Ke

Proceedings of the Australasian Computer Science Week, 2020

2019

Noise reduction with image inpainting: an application in clinical data diagnosis.

Jing Ke, Junwei Deng, Yizhou Lu

Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2019

Assessment and Elimination of Inflammatory Cell: A Machine Learning Approach in Digital Cytology.

Jing Ke, Junwei Deng, Yizhou Lu, Dadong Wang, Yang Song, Huijuan Zhang

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019