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Fuxun Yu

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QuadraNet: Improving High-Order Neural Interaction Efficiency with Hardware-Aware Quadratic Neural Networks

Nov 29, 2023
Chenhui Xu, Fuxun Yu, Zirui Xu, Chenchen Liu, Jinjun Xiong, Xiang Chen

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Stable Diffusion For Aerial Object Detection

Nov 21, 2023
Yanan Jian, Fuxun Yu, Simranjit Singh, Dimitrios Stamoulis

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QuadraLib: A Performant Quadratic Neural Network Library for Architecture Optimization and Design Exploration

Apr 01, 2022
Zirui Xu, Fuxun Yu, Jinjun Xiong, Xiang Chen

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Fed2: Feature-Aligned Federated Learning

Nov 28, 2021
Fuxun Yu, Weishan Zhang, Zhuwei Qin, Zirui Xu, Di Wang, Chenchen Liu, Zhi Tian, Xiang Chen

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A Survey of Large-Scale Deep Learning Serving System Optimization: Challenges and Opportunities

Nov 28, 2021
Fuxun Yu, Di Wang, Longfei Shangguan, Minjia Zhang, Xulong Tang, Chenchen Liu, Xiang Chen

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Supporting Massive DLRM Inference Through Software Defined Memory

Nov 08, 2021
Ehsan K. Ardestani, Changkyu Kim, Seung Jae Lee, Luoshang Pan, Valmiki Rampersad, Jens Axboe, Banit Agrawal, Fuxun Yu, Ansha Yu, Trung Le, Hector Yuen, Shishir Juluri, Akshat Nanda, Manoj Wodekar, Dheevatsa Mudigere, Krishnakumar Nair, Maxim Naumov, Chris Peterson, Mikhail Smelyanskiy, Vijay Rao

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Third ArchEdge Workshop: Exploring the Design Space of Efficient Deep Neural Networks

Nov 22, 2020
Fuxun Yu, Dimitrios Stamoulis, Di Wang, Dimitrios Lymberopoulos, Xiang Chen

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Heterogeneous Federated Learning

Aug 15, 2020
Fuxun Yu, Weishan Zhang, Zhuwei Qin, Zirui Xu, Di Wang, Chenchen Liu, Zhi Tian, Xiang Chen

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AntiDote: Attention-based Dynamic Optimization for Neural Network Runtime Efficiency

Aug 14, 2020
Fuxun Yu, Chenchen Liu, Di Wang, Yanzhi Wang, Xiang Chen

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