Zeyu Xue (薛泽宇)

Zeyu Xue (薛泽宇)

Ph.D Candidate (Computer Architecture)

Sitemap

A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.

Pages

<!–

–>

Page Not Found

<!–

–>

About

<!–

–>

Archive Layout with Content

<!–

–>

Posts by Category

<!–

–>

Posts by Collection

<!–

–>

CV

<!–

–>

CV

<!–

–>

<!–

–>

Markdown

<!–

–>

Page not in menu

<!–

–>

Page Archive

<!–

–>

Portfolio

<!–

–>

Publications

<!–

–>

Sitemap

<!–

–>

Posts by Tags

<!–

–>

Talk map

<!–

–>

Talks and presentations

<!–

–>

Teaching

<!–

–>

Terms and Privacy Policy

<!–

–>

Blog posts

<!–

–>

<!–

–>

<!–

–>

<!–

–>

<!–

–>

<!–

–>

<!–

–>

<!–

–>

<!–

–>

<!–

–>

<!–

–>

<!–

–>

Jupyter notebook markdown generator

<!–

–>

<!–

–>

<!–

–>

Posts

<!–

Future Blog Post

less than 1 minute read

Published:

This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.

–>

Future Blog Post

less than 1 minute read

Published:

<!–

Blog Post number 4

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

–>

Blog Post number 4

less than 1 minute read

Published:

<!–

Blog Post number 3

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

–>

Blog Post number 3

less than 1 minute read

Published:

<!–

Blog Post number 2

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

–>

Blog Post number 2

less than 1 minute read

Published:

<!–

Blog Post number 1

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

–>

Blog Post number 1

less than 1 minute read

Published:

portfolio

<!–

–>

Portfolio item number 1

<!–

–>

Portfolio item number 2

publications

<!–

–>

Releasing the Potential of Tensor Core for Unstructured SpMM using Tiled-CSR Format

Published in 2023 IEEE 41st International Conference on Computer Design (ICCD), 2023

Zeyu Xue, Mei Wen, Zhaoyun Chen, Yang Shi, Minjin Tang, Jianchao Yang and Zhongdi Luo. Releasing the potential of tensor core for unstructured spmm using tiled-csr format[C]. 2023 IEEE 41st International Conference on Computer Design (ICCD). IEEE, 2023: 457-464.

Paper | Slides | Code

<!–

MSA^2: An Efficient Sparsity-Aware Accelerator for Matrix Multiplication with Multi-core Systolic Arrays

Published in 2024 International Conference on Algorithms and Architectures for Parallel Processing, 2024

Recommended citation: Minjin Tang, Mei Wen, Junzhong Shen, Jingkui Yang, Zeyu Xue and Zili Shao. MSA2: An Efficient Sparsity-Aware Accelerator for Matrix Multiplication with Multi-core Systolic Arrays[C]. International Conference on Algorithms and Architectures for Parallel Processing. Singapore: Springer Nature Singapore, 2024: 263-282.
Download Paper

–>

MSA^2: An Efficient Sparsity-Aware Accelerator for Matrix Multiplication with Multi-core Systolic Arrays

Published in 2024 International Conference on Algorithms and Architectures for Parallel Processing, 2024

Minjin Tang, Mei Wen, Junzhong Shen, Jingkui Yang, Zeyu Xue and Zili Shao. MSA2: An Efficient Sparsity-Aware Accelerator for Matrix Multiplication with Multi-core Systolic Arrays[C]. International Conference on Algorithms and Architectures for Parallel Processing. Singapore: Springer Nature Singapore, 2024: 263-282.

Paper | Slides | Code

<!–

HyFiSS: A Hybrid Fidelity Stall-Aware Simulator for GPGPUs

Published in 2024 57th IEEE/ACM International Symposium on Microarchitecture (MICRO), 2024

Recommended citation: Yang J, Wen M, Chen D, et al. HyFiSS: A Hybrid Fidelity Stall-Aware Simulator for GPGPUs[C]//2024 57th IEEE/ACM International Symposium on Microarchitecture (MICRO). IEEE, 2024: 168-185.
Download Paper

–>

HyFiSS: A Hybrid Fidelity Stall-Aware Simulator for GPGPUs

Published in 2024 57th IEEE/ACM International Symposium on Microarchitecture (MICRO), 2024

Yang J, Wen M, Chen D, et al. HyFiSS: A Hybrid Fidelity Stall-Aware Simulator for GPGPUs[C]//2024 57th IEEE/ACM International Symposium on Microarchitecture (MICRO). IEEE, 2024: 168-185.

Paper | Slides | Code

<!–

–>

SPSA: Exploring Sparse-Packing Computation on Systolic Arrays From Scratch

Published in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2025

Minjin Tang, Mei Wen, Jianchao Yang, Zeyu Xue and Junzhong Shen. SPSA: Exploring Sparse-Packing Computation on Systolic Arrays From Scratch[J]. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2025.

Paper | Code

<!–

SSpMM: Efficiently Scalable SpMM Kernels Across Multiple Generations of Tensor Cores

Published in IEEE Transactions on Parallel and Distributed Systems (TPDS), 2025

Recommended citation: Zeyu Xue, Mei Wen, Jianchao Yang, Minjin Tang, Zhongdi Luo, Jing Feng, Yang Shi, Zhaoyun Chen, Junzhong Shen and Johannes Langguth. SSpMM: Efficiently Scalable SpMM Kernels Across Multiple Generations of Tensor Cores[J]. IEEE Transactions on Parallel and Distributed Systems (TPDS), 2025.
Download Paper | Download Slides

–>

SSpMM: Efficiently Scalable SpMM Kernels Across Multiple Generations of Tensor Cores

Published in IEEE Transactions on Parallel and Distributed Systems (TPDS), 2025

Zeyu Xue, Mei Wen, Jianchao Yang, Minjin Tang, Zhongdi Luo, Jing Feng, Yang Shi, Zhaoyun Chen, Junzhong Shen and Johannes Langguth. SSpMM: Efficiently Scalable SpMM Kernels Across Multiple Generations of Tensor Cores[J]. IEEE Transactions on Parallel and Distributed Systems (TPDS), 2025.

Paper | Code

<!–

SwiftPrune: Hessian-Free Weight Pruning for Large Language Models

Published in The 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025

Recommended citation: Yuhan Kang, Yang Shi, Mei Wen, Jun He, Jianchao Yang, Zeyu Xue, Jing Feng, and Xinwang Liu. SwiftPrune: Hessian-Free Weight Pruning for Large Language Models. The 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP). ACL, 2025: 12868–12879.
Download Paper

–>

SwiftPrune: Hessian-Free Weight Pruning for Large Language Models

Published in The 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025

Yuhan Kang, Yang Shi, Mei Wen, Jun He, Jianchao Yang, Zeyu Xue, Jing Feng, and Xinwang Liu. SwiftPrune: Hessian-Free Weight Pruning for Large Language Models. The 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP). ACL, 2025: 12868–12879.

Paper | Slides | Code

talks

<!–

–>

Talk 1 on Relevant Topic in Your Field

Published:

<!–

–>

Tutorial 1 on Relevant Topic in Your Field

Published:

<!–

–>

Talk 2 on Relevant Topic in Your Field

Published:

<!–

–>

Conference Proceeding talk 3 on Relevant Topic in Your Field

Published:

teaching

<!–

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

–>

Teaching experience 1

Undergraduate course, University 1, Department, 2014

<!–

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.

–>

Teaching experience 2

Workshop, University 1, Department, 2015