Search Results for author: Yusen Li

Found 6 papers, 4 papers with code

PlainUSR: Chasing Faster ConvNet for Efficient Super-Resolution

1 code implementation20 Sep 2024 Yan Wang, Yusen Li, Gang Wang, Xiaoguang Liu

In particular, compared to recent NGswin, the PlainUSR-L is 16. 4x faster with competitive performance.

Super-Resolution

UpDLRM: Accelerating Personalized Recommendation using Real-World PIM Architecture

no code implementations20 Jun 2024 Sitian Chen, Haobin Tan, Amelie Chi Zhou, Yusen Li, Pavan Balaji

Deep Learning Recommendation Models (DLRMs) have gained popularity in recommendation systems due to their effectiveness in handling large-scale recommendation tasks.

Recommendation Systems

VDTuner: Automated Performance Tuning for Vector Data Management Systems

1 code implementation16 Apr 2024 Tiannuo Yang, Wen Hu, Wangqi Peng, Yusen Li, Jianguo Li, Gang Wang, Xiaoguang Liu

However, due to the inherent characteristics of VDMS, automatic performance tuning for VDMS faces several critical challenges, which cannot be well addressed by the existing auto-tuning methods.

Bayesian Optimization Information Retrieval +1

DDistill-SR: Reparameterized Dynamic Distillation Network for Lightweight Image Super-Resolution

1 code implementation22 Dec 2023 Yan Wang, Tongtong Su, Yusen Li, Jiuwen Cao, Gang Wang, Xiaoguang Liu

Specifically, we propose a plug-in reparameterized dynamic unit (RDU) to promote the performance and inference cost trade-off.

Image Super-Resolution

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