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Xun Jiao

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Approximate Computing Survey, Part II: Application-Specific & Architectural Approximation Techniques and Applications

Jul 20, 2023
Vasileios Leon, Muhammad Abdullah Hanif, Giorgos Armeniakos, Xun Jiao, Muhammad Shafique, Kiamal Pekmestzi, Dimitrios Soudris

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Evaluating and Enhancing Robustness of Deep Recommendation Systems Against Hardware Errors

Jul 17, 2023
Dongning Ma, Xun Jiao, Fred Lin, Mengshi Zhang, Alban Desmaison, Thomas Sellinger, Daniel Moore, Sriram Sankar

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Assessing and Analyzing the Resilience of Graph Neural Networks Against Hardware Faults

Dec 07, 2022
Xun Jiao, Ruixuan Wang, Fred Lin, Daniel Moore, Sriram Sankar

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NasHD: Efficient ViT Architecture Performance Ranking using Hyperdimensional Computing

Sep 23, 2022
Dongning Ma, Pengfei Zhao, Xun Jiao

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Hyperdimensional Computing vs. Neural Networks: Comparing Architecture and Learning Process

Jul 24, 2022
Dongning Ma, Xun Jiao

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EnHDC: Ensemble Learning for Brain-Inspired Hyperdimensional Computing

Mar 25, 2022
Ruixuan Wang, Dongning Ma, Xun Jiao

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Automated Architecture Search for Brain-inspired Hyperdimensional Computing

Feb 11, 2022
Junhuan Yang, Yi Sheng, Sizhe Zhang, Ruixuan Wang, Kenneth Foreman, Mikell Paige, Xun Jiao, Weiwen Jiang, Lei Yang

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HDCoin: A Proof-of-Useful-Work Based Blockchain for Hyperdimensional Computing

Feb 07, 2022
Dongning Ma, Sizhe Zhang, Xun Jiao

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MoleHD: Automated Drug Discovery using Brain-Inspired Hyperdimensional Computing

Jun 05, 2021
Dongning Ma, Xun Jiao

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HDXplore: Automated Blackbox Testing of Brain-Inspired Hyperdimensional Computing

May 26, 2021
Rahul Thapa, Dongning Ma, Xun Jiao

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