CV
Education
- Ph.D in NUDT, 2028 (expected)
- M.S. in NUDT, 2024
- B.S. in NUDT, 2022
Work experience
Skills
Publications
DyGen: A Constant-Time Kernel Generator for Dynamic-Shape Neural Networks
Yuhan Kang, Wenrui Zhang, Dong Chen, Yang Shi, Jianchao Yang, Zeyu Xue, Jing Feng and Mei Wen. DyGen: A Constant-Time Kernel Generator for Dynamic-Shape Neural Networks[C]. 2026 Design, Automation & Test in Europe Conference (DATE). IEEE, 2026.
SwiftPrune: Hessian-Free Weight Pruning for Large Language Models
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.
SSpMM: Efficiently Scalable SpMM Kernels Across Multiple Generations of Tensor Cores
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.
SPSA: Exploring Sparse-Packing Computation on Systolic Arrays From Scratch
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.
HyFiSS: A Hybrid Fidelity Stall-Aware Simulator for GPGPUs
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.
MSA^2: An Efficient Sparsity-Aware Accelerator for Matrix Multiplication with Multi-core Systolic Arrays
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.
Releasing the Potential of Tensor Core for Unstructured SpMM using Tiled-CSR Format
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.