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Lizhong Zheng

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Learning at the Speed of Wireless: Online Real-Time Learning for AI-Enabled MIMO in NextG

Mar 05, 2024
Jiarui Xu, Shashank Jere, Yifei Song, Yi-Hung Kao, Lizhong Zheng, Lingjia Liu

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Operator SVD with Neural Networks via Nested Low-Rank Approximation

Feb 06, 2024
J. Jon Ryu, Xiangxiang Xu, H. S. Melihcan Erol, Yuheng Bu, Lizhong Zheng, Gregory W. Wornell

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2D-RC: Two-Dimensional Neural Network Approach for OTFS Symbol Detection

Nov 14, 2023
Jiarui Xu, Karim Said, Lizhong Zheng, Lingjia Liu

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Towards Explainable Machine Learning: The Effectiveness of Reservoir Computing in Wireless Receive Processing

Oct 08, 2023
Shashank Jere, Karim Said, Lizhong Zheng, Lingjia Liu

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A Geometric Framework for Neural Feature Learning

Sep 18, 2023
Xiangxiang Xu, Lizhong Zheng

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Universal Approximation of Linear Time-Invariant (LTI) Systems through RNNs: Power of Randomness in Reservoir Computing

Aug 04, 2023
Shashank Jere, Lizhong Zheng, Karim Said, Lingjia Liu

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Learning to Estimate: A Real-Time Online Learning Framework for MIMO-OFDM Channel Estimation

May 22, 2023
Lianjun Li, Sai Sree Rayala, Jiarui Xu, Lizhong Zheng, Lingjia Liu

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Interference-Aware Constellation Design for Z-Interference Channels with Imperfect CSI

Mar 15, 2023
Xinliang Zhang, Mojtaba Vaezi, Lizhong Zheng

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Kernel Subspace and Feature Extraction

Jan 04, 2023
Xiangxiang Xu, Lizhong Zheng

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An Information-Theoretic Approach to Transferability in Task Transfer Learning

Dec 20, 2022
Yajie Bao, Yang Li, Shao-Lun Huang, Lin Zhang, Lizhong Zheng, Amir Zamir, Leonidas Guibas

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