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Bowen Lei

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for the Alzheimer's Disease Neuroimaging Initiative

Embracing Unknown Step by Step: Towards Reliable Sparse Training in Real World

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Mar 29, 2024
Bowen Lei, Dongkuan Xu, Ruqi Zhang, Bani Mallick

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InVA: Integrative Variational Autoencoder for Harmonization of Multi-modal Neuroimaging Data

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Feb 05, 2024
Bowen Lei, Rajarshi Guhaniyogi, Krishnendu Chandra, Aaron Scheffler, Bani Mallick

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Rethinking Data Distillation: Do Not Overlook Calibration

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Jul 24, 2023
Dongyao Zhu, Bowen Lei, Jie Zhang, Yanbo Fang, Ruqi Zhang, Yiqun Xie, Dongkuan Xu

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Towards Reliable Rare Category Analysis on Graphs via Individual Calibration

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Jul 19, 2023
Longfeng Wu, Bowen Lei, Dongkuan Xu, Dawei Zhou

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Neurogenesis Dynamics-inspired Spiking Neural Network Training Acceleration

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Apr 24, 2023
Shaoyi Huang, Haowen Fang, Kaleel Mahmood, Bowen Lei, Nuo Xu, Bin Lei, Yue Sun, Dongkuan Xu, Wujie Wen, Caiwen Ding

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Calibrating the Rigged Lottery: Making All Tickets Reliable

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Mar 01, 2023
Bowen Lei, Ruqi Zhang, Dongkuan Xu, Bani Mallick

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Efficient Informed Proposals for Discrete Distributions via Newton's Series Approximation

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Feb 27, 2023
Yue Xiang, Dongyao Zhu, Bowen Lei, Dongkuan Xu, Ruqi Zhang

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Balance is Essence: Accelerating Sparse Training via Adaptive Gradient Correction

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Jan 09, 2023
Bowen Lei, Dongkuan Xu, Ruqi Zhang, Shuren He, Bani K. Mallick

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Dynamic Sparse Training via More Exploration

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Dec 14, 2022
Shaoyi Huang, Bowen Lei, Dongkuan Xu, Hongwu Peng, Yue Sun, Mimi Xie, Caiwen Ding

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Accelerating Dataset Distillation via Model Augmentation

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Dec 12, 2022
Lei Zhang, Jie Zhang, Bowen Lei, Subhabrata Mukherjee, Xiang Pan, Bo Zhao, Caiwen Ding, Yao Li, Dongkuan Xu

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