Li Lyna Zhang | DeepAI

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Featured Co-authors

Qi Zhang
242 publications
Yang Wang
233 publications
Chen Zhang
118 publications
Deng Cai
112 publications
Jinyu Li
100 publications
Yu Wu
98 publications
Hao Sun
91 publications
Wei Shen
89 publications
Min Wu
72 publications
Zhi Wang
72 publications
Qi Chen
65 publications

∙ 06/26/2023

Constraint-aware and Ranking-distilled Token Pruning for Efficient Transformer Inference

Deploying pre-trained transformer models like BERT on downstream tasks i...

0 Junyan Li, et al. ∙

∙ 05/31/2023

Accurate and Structured Pruning for Efficient Automatic Speech Recognition

Automatic Speech Recognition (ASR) has seen remarkable advancements with...

0 Huiqiang Jiang, et al. ∙

∙ 03/17/2023

ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices

Neural Architecture Search (NAS) has shown promising performance in the ...

0 Chen Tang, et al. ∙

∙ 03/15/2023

SpaceEvo: Hardware-Friendly Search Space Design for Efficient INT8 Inference

The combination of Neural Architecture Search (NAS) and quantization has...

0 Li Lyna Zhang, et al. ∙

∙ 02/07/2023

LUT-NN: Towards Unified Neural Network Inference by Table Lookup

DNN inference requires huge effort of system development and resource co...

0 Xiaohu Tang, et al. ∙

∙ 08/30/2022

SwiftPruner: Reinforced Evolutionary Pruning for Efficient Ad Relevance

Ad relevance modeling plays a critical role in online advertising system...

6 Li Lyna Zhang, et al. ∙

∙ 12/05/2021

Boosting Mobile CNN Inference through Semantic Memory

Human brains are known to be capable of speeding up visual recognition o...

5 Yun Li, et al. ∙

∙ 08/06/2021

AceNAS: Learning to Rank Ace Neural Architectures with Weak Supervision of Weight Sharing

Architecture performance predictors have been widely used in neural arch...

17 Yuge Zhang, et al. ∙

∙ 10/25/2019

Hardware-aware One-Shot Neural Architecture Search in Coordinate Ascent Framework

Designing accurate and efficient convolutional neural architectures for ...

0 Li Lyna Zhang, et al. ∙

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