Assessment and Elimination of Inflammatory Cell: A Machine Learning Approach in Digital Cytology. - Jing Ke; Junwei Deng; Yizhou Lu; Dadong Wang; Yang Song 001; Huijuan Zhang (DICTA, 2019)

Noise reduction with image inpainting: an application in clinical data diagnosis. - Jing Ke; Junwei Deng; Yizhou Lu (SIGGRAPH Posters, 2019)

An Accurate Neural Network for Cytologic Whole-Slide Image Analysis. - Junwei Deng; Yizhou Lu; Jing Ke (ACSW, 2020)

Subgroup Generalization and Fairness of Graph Neural Networks. - Jiaqi Ma 001; Junwei Deng; Qiaozhu Mei (NeurIPS, 2021)

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 006; Kai Huang; Guoqiong Song; Yang Wang; Qiyuan Gong; Jiaming Song; Shan Yu; et al. (CVPR, 2022)

CellSegNet: an adaptive multi-resolution hybrid network for cell segmentation. - Junwei Deng; Yiqing Shen 003; Yi Guo 001; Jing Ke (Digital and Computational Pathology, 2022)

Adversarial Attack on Graph Neural Networks as An Influence Maximization Problem. - Jiaqi Ma 001; Junwei Deng; Qiaozhu Mei (WSDM, 2022)

Computational Copyright: Towards A Royalty Model for AI Music Generation Platforms. - Junwei Deng; Jiaqi Ma 001 (CoRR, 2023)

dattri: A Library for Efficient Data Attribution. - Junwei Deng; Ting-Wei Li; Shiyuan Zhang; Shixuan Liu; Yijun Pan; Hao Huang; Xinhe Wang 001; Pingbang Hu; Xingjian Zhang 002; Jiaqi W. Ma (NeurIPS, 2024)

Efficient Ensembles Improve Training Data Attribution. - Junwei Deng; Ting-Wei Li; Shichang Zhang; Jiaqi Ma 001 (CoRR, 2024)

A Versatile Influence Function for Data Attribution with Non-Decomposable Loss. - Junwei Deng; Weijing Tang; Jiaqi W. Ma (CoRR, 2024)

Adversarial Attacks on Data Attribution. - Xinhe Wang 001; Pingbang Hu; Junwei Deng; Jiaqi W. Ma (ICLR, 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, 2025)