Yue Guan

Orcid: 0009-0005-7433-2627

Affiliations:
  • Shanghai Jiao Tong University, Department of Computer Science and Engineering, China


According to our database1, Yue Guan authored at least 9 papers between 2020 and 2024.

Collaborative distances:

Timeline

2020
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2022
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2024
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Bibliography

2024
Accelerating Sparse DNNs Based on Tiled GEMM.
IEEE Trans. Computers, May, 2024

Fractal: Joint Multi-Level Sparse Pattern Tuning of Accuracy and Performance for DNN Pruning.
Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

Amanda: Unified Instrumentation Framework for Deep Neural Networks.
Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2022
PAME: precision-aware multi-exit DNN serving for reducing latencies of batched inferences.
Proceedings of the ICS '22: 2022 International Conference on Supercomputing, Virtual Event, June 28, 2022

Transkimmer: Transformer Learns to Layer-wise Skim.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Block-Skim: Efficient Question Answering for Transformer.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2020
Co-Design of Binary Processing in Memory ReRAM Array and DNN Model Optimization Algorithm.
IEICE Trans. Electron., 2020

Accelerating sparse DNN models without hardware-support via tile-wise sparsity.
Proceedings of the International Conference for High Performance Computing, 2020

How Far Does BERT Look At: Distance-based Clustering and Analysis of BERT's Attention.
Proceedings of the 28th International Conference on Computational Linguistics, 2020


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