Sheng Li

Affiliations:
  • University of Pittsburgh, PA, USA
  • Sichuan University, College of Computer Science, Chengdu, China (former)


According to our database1, Sheng Li authored at least 9 papers between 2022 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Improving GPU Multi-Tenancy Through Dynamic Multi-Instance GPU Reconfiguration.
CoRR, 2024

EdgeOL: Efficient in-situ Online Learning on Edge Devices.
CoRR, 2024

Waxing-and-Waning: a Generic Similarity-based Framework for Efficient Self-Supervised Learning.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Sustainable AI Processing at the Edge.
IEEE Micro, 2023

SmartFRZ: An Efficient Training Framework using Attention-Based Layer Freezing.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
An adaptive regression based single-image super-resolution.
Multim. Tools Appl., 2022

Sustainable AI Processing at the Edge.
CoRR, 2022

Optimizing Data Layout for Training Deep Neural Networks.
Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022


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