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Nanqing Dong

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ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing

Dec 18, 2023
Zhi Jin, Sheng Xu, Xiang Zhang, Tianze Ling, Nanqing Dong, Wanli Ouyang, Zhiqiang Gao, Cheng Chang, Siqi Sun

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zkFL: Zero-Knowledge Proof-based Gradient Aggregation for Federated Learning

Oct 19, 2023
Zhipeng Wang, Nanqing Dong, Jiahao Sun, William Knottenbelt

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Defending Against Malicious Behaviors in Federated Learning with Blockchain

Jul 02, 2023
Nanqing Dong, Zhipeng Wang, Jiahao Sun, Michael Kampffmeyer, Yizhe Wen, Shuoying Zhang, William Knottenbelt, Eric Xing

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Region Proposal Network Pre-Training Helps Label-Efficient Object Detection

Nov 16, 2022
Linus Ericsson, Nanqing Dong, Yongxin Yang, Ales Leonardis, Steven McDonagh

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FLock: Defending Malicious Behaviors in Federated Learning with Blockchain

Nov 05, 2022
Nanqing Dong, Jiahao Sun, Zhipeng Wang, Shuoying Zhang, Shuhao Zheng

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Learning Underrepresented Classes from Decentralized Partially Labeled Medical Images

Jun 30, 2022
Nanqing Dong, Michael Kampffmeyer, Irina Voiculescu

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Revisiting Vicinal Risk Minimization for Partially Supervised Multi-Label Classification Under Data Scarcity

Apr 19, 2022
Nanqing Dong, Jiayi Wang, Irina Voiculescu

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Cooperative Multi-Agent Actor-Critic for Privacy-Preserving Load Scheduling in a Residential Microgrid

Oct 06, 2021
Zhaoming Qin, Nanqing Dong, Eric P. Xing, Junwei Cao

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Federated Contrastive Learning for Decentralized Unlabeled Medical Images

Sep 15, 2021
Nanqing Dong, Irina Voiculescu

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