Summary of Llm-based Knowledge Pruning For Time Series Data Analytics on Edge-computing Devices, by Ruibing Jin et al.
LLM-based Knowledge Pruning for Time Series Data Analytics on Edge-computing Devicesby Ruibing Jin, Qing Xu,…
Summary of Pre-training Identification Of Graph Winning Tickets in Adaptive Spatial-temporal Graph Neural Networks, by Wenying Duan et al.
Pre-Training Identification of Graph Winning Tickets in Adaptive Spatial-Temporal Graph Neural Networksby Wenying Duan, Tianxiang…
Summary of A Generic Layer Pruning Method For Signal Modulation Recognition Deep Learning Models, by Yao Lu et al.
A Generic Layer Pruning Method for Signal Modulation Recognition Deep Learning Modelsby Yao Lu, Yutao…
Summary of Asymptotic Unbiased Sample Sampling to Speed Up Sharpness-aware Minimization, by Jiaxin Deng et al.
Asymptotic Unbiased Sample Sampling to Speed Up Sharpness-Aware Minimizationby Jiaxin Deng, Junbiao Pang, Baochang ZhangFirst…
Summary of Alps: Improved Optimization For Highly Sparse One-shot Pruning For Large Language Models, by Xiang Meng et al.
ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Modelsby Xiang Meng, Kayhan…
Summary of Enhancing Tabular Data Optimization with a Flexible Graph-based Reinforced Exploration Strategy, by Xiaohan Huang et al.
Enhancing Tabular Data Optimization with a Flexible Graph-based Reinforced Exploration Strategyby Xiaohan Huang, Dongjie Wang,…
Summary of Moreaupruner: Robust Pruning Of Large Language Models Against Weight Perturbations, by Zixiao Wang et al.
MoreauPruner: Robust Pruning of Large Language Models against Weight Perturbationsby Zixiao Wang, Jingwei Zhang, Wenqian…
Summary of Geometric Sparsification in Recurrent Neural Networks, by Wyatt Mackey et al.
Geometric sparsification in recurrent neural networksby Wyatt Mackey, Ioannis Schizas, Jared Deighton, David L. Boothe…
Summary of Federated Lora with Sparse Communication, by Kevin Kuo et al.
Federated LoRA with Sparse Communicationby Kevin Kuo, Arian Raje, Kousik Rajesh, Virginia SmithFirst submitted to…
Summary of Vtrans: Accelerating Transformer Compression with Variational Information Bottleneck Based Pruning, by Oshin Dutta et al.
VTrans: Accelerating Transformer Compression with Variational Information Bottleneck based Pruningby Oshin Dutta, Ritvik Gupta, Sumeet…