Xiuying Wei

According to our database1, Xiuying Wei authored at least 8 papers between 2022 and 2024.

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

Timeline

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Links

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Bibliography

2024
Fast and Controllable Post-training Sparsity: Learning Optimal Sparsity Allocation with Global Constraint in Minutes.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Selective Focus: Investigating Semantics Sensitivity in Post-training Quantization for Lane Detection.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models.
CoRR, 2023

Outlier Suppression+: Accurate quantization of large language models by equivalent and optimal shifting and scaling.
CoRR, 2023

Lossy and Lossless (L<sup>2</sup>) Post-training Model Size Compression.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Outlier Suppression+: Accurate quantization of large language models by equivalent and effective shifting and scaling.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022
Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization.
Proceedings of the Tenth International Conference on Learning Representations, 2022


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