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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.
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.
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.
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.
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.
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.
talks
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
Teaching experience 2
Workshop, University 1, Department, 2015