Junwei Deng - RankMe

22 papers A* 5A 1Misc 1Journal 12Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Diff-MN: Diffusion Parameterized MoE-NCDE for Continuous Time Series Generation with Irregular Observations. CoRR Xu Zhang, Junwei Deng, Chang Xu, Hao Li, Jiang Bian
2026	J	`jnl`	OATS: Online Data Augmentation for Time Series Foundation Models. CoRR Junwei Deng, Chang Xu, Jiaqi W. Ma, Ming Jin, Chenghao Liu, Jiang Bian
2025	A*	`conf`	A Versatile Influence Function for Data Attribution with Non-Decomposable Loss. ICML Junwei Deng, Weijing Tang, Jiaqi W. Ma
2025	A*	`conf`	Adversarial Attacks on Data Attribution. ICLR Xinhe Wang, Pingbang Hu, Junwei Deng, Jiaqi W. Ma
2025	J	`jnl`	Exploring Training Data Attribution under Limited Access Constraints. CoRR Shiyuan Zhang, Junwei Deng, Juhan Bae, Jiaqi Ma
2025	J	`jnl`	Taming Hyperparameter Sensitivity in Data Attribution: Practical Selection Without Costly Retraining. CoRR Weiyi Wang, Junwei Deng, Yuzheng Hu, Shiyuan Zhang, Xirui Jiang, Runting Zhang, Han Zhao, Jiaqi W. Ma
2024	J	`jnl`	A Versatile Influence Function for Data Attribution with Non-Decomposable Loss. CoRR Junwei Deng, Weijing Tang, Jiaqi W. Ma
2024	J	`jnl`	Adversarial Attacks on Data Attribution. CoRR Xinhe Wang, Pingbang Hu, Junwei Deng, Jiaqi W. Ma
2024	J	`jnl`	Efficient Ensembles Improve Training Data Attribution. CoRR Junwei Deng, Ting-Wei Li, Shichang Zhang, Jiaqi Ma
2024	A*	`conf`	dattri: A Library for Efficient Data Attribution. NeurIPS Junwei Deng, Ting-Wei Li, Shiyuan Zhang, Shixuan Liu, Yijun Pan, Hao Huang, Xinhe Wang, Pingbang Hu, Xingjian Zhang, Jiaqi W. Ma
2024	J	`jnl`	dattri: A Library for Efficient Data Attribution. CoRR Junwei Deng, Ting-Wei Li, Shiyuan Zhang, Shixuan Liu, Yijun Pan, Hao Huang, Xinhe Wang, Pingbang Hu, Xingjian Zhang, Jiaqi W. Ma
2023	J	`jnl`	Computational Copyright: Towards A Royalty Model for AI Music Generation Platforms. CoRR Junwei Deng, Jiaqi Ma
2022	A	`conf`	Adversarial Attack on Graph Neural Networks as An Influence Maximization Problem. WSDM Jiaqi Ma, Junwei Deng, Qiaozhu Mei
2022	A*	`conf`	BigDL 2.0: Seamless Scaling of AI Pipelines from Laptops to Distributed Cluster. CVPR 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
2022	J	`jnl`	BigDL 2.0: Seamless Scaling of AI Pipelines from Laptops to Distributed Cluster. CoRR 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
2022	—	`conf`	CellSegNet: an adaptive multi-resolution hybrid network for cell segmentation. Digital and Computational Pathology Junwei Deng, Yiqing Shen, Yi Guo, Jing Ke
2021	J	`jnl`	Adversarial Attack on Graph Neural Networks as An Influence Maximization Problem. CoRR Jiaqi Ma, Junwei Deng, Qiaozhu Mei
2021	A*	`conf`	Subgroup Generalization and Fairness of Graph Neural Networks. NeurIPS Jiaqi Ma, Junwei Deng, Qiaozhu Mei
2021	J	`jnl`	Subgroup Generalization and Fairness of Graph Neural Networks. CoRR Jiaqi Ma, Junwei Deng, Qiaozhu Mei
2020	—	`conf`	An Accurate Neural Network for Cytologic Whole-Slide Image Analysis. ACSW Junwei Deng, Yizhou Lu, Jing Ke
2019	Misc	`conf`	Assessment and Elimination of Inflammatory Cell: A Machine Learning Approach in Digital Cytology. DICTA Jing Ke, Junwei Deng, Yizhou Lu, Dadong Wang, Yang Song, Huijuan Zhang
2019	—	`conf`	Noise reduction with image inpainting: an application in clinical data diagnosis. SIGGRAPH Posters Jing Ke, Junwei Deng, Yizhou Lu