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Zixuan Jiang

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M3ICRO: Machine Learning-Enabled Compact Photonic Tensor Core based on PRogrammable Multi-Operand Multimode Interference

May 31, 2023
Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Zixuan Jiang, Ray T. Chen, David Z. Pan

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Pre-RMSNorm and Pre-CRMSNorm Transformers: Equivalent and Efficient Pre-LN Transformers

May 24, 2023
Zixuan Jiang, Jiaqi Gu, Hanqing Zhu, David Z. Pan

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PC-SNN: Supervised Learning with Local Hebbian Synaptic Plasticity based on Predictive Coding in Spiking Neural Networks

Nov 24, 2022
Mengting Lan, Xiaogang Xiong, Zixuan Jiang, Yunjiang Lou

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Delving into Effective Gradient Matching for Dataset Condensation

Jul 30, 2022
Zixuan Jiang, Jiaqi Gu, Mingjie Liu, David Z. Pan

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ELight: Enabling Efficient Photonic In-Memory Neurocomputing with Life Enhancement

Dec 15, 2021
Hanqing Zhu, Jiaqi Gu, Chenghao Feng, Mingjie Liu, Zixuan Jiang, Ray T. Chen, David Z. Pan

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L2ight: Enabling On-Chip Learning for Optical Neural Networks via Efficient in-situ Subspace Optimization

Oct 27, 2021
Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Zixuan Jiang, Ray T. Chen, David Z. Pan

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Delving into Macro Placement with Reinforcement Learning

Sep 06, 2021
Zixuan Jiang, Ebrahim Songhori, Shen Wang, Anna Goldie, Azalia Mirhoseini, Joe Jiang, Young-Joon Lee, David Z. Pan

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Towards Memory-Efficient Neural Networks via Multi-Level in situ Generation

Sep 05, 2021
Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Mingjie Liu, Zixuan Jiang, Ray T. Chen, David Z. Pan

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Optimizer Fusion: Efficient Training with Better Locality and Parallelism

Apr 01, 2021
Zixuan Jiang, Jiaqi Gu, Mingjie Liu, Keren Zhu, David Z. Pan

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