Zeyu Xue (薛泽宇)

Zeyu Xue (薛泽宇)

Ph.D Candidate > (Integrated Circuit Science and Engineering)

Publications

You can also find my articles on my ORCID profile.

Bifrost: Unlocking Loop Nest Optimization for Spatial Accelerators via Decoupled Representation

Zeyu Xue, Jieru Zhao, Jie Zhao, Zhongdi Luo, Yang Shi, Bin Liang

IEEE International Symposium on High-Performance Computer Architecture (HPCA2027), April 2027.

PAG: An Automated Generation Framework for Precision-Scalable Accelerators

Zhongdi Luo=, Zeyu Xue=, Jing Feng, Yang Shi

IEEE/ACM 2026 International Conference on Computer-Aided Design (IEEE/ACM ICCAD 2026), November 2026.

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, Mei Wen

Design, Automation & Test in Europe Conference (DATE), June 2026.

SwiftPrune: Hessian-Free Weight Pruning for Large Language Models

Yuhan Kang, Yang Shi, Mei Wen, Jun He, Jianchao Yang, Zeyu Xue, Jing Feng, Xinwang Liu

Conference on Empirical Methods in Natural Language Processing (EMNLP), November 2025.

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, Johannes Langguth

IEEE Transactions on Parallel and Distributed Systems (TPDS), October 2025.

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

Minjin Tang, Mei Wen, Jianchao Yang, Zeyu Xue, Junzhong Shen

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, February 2025.

HyFiSS: A Hybrid Fidelity Stall-Aware Simulator for GPGPUs

Jianchao Yang, Mei Wen, Dong Chen, Zhaoyun Chen, Zeyu Xue, Yuhang Li, Junzhong Shen, Yang Shi

57th IEEE/ACM International Symposium on Microarchitecture (MICRO), November 2024.

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, Zili Shao

International Conference on Algorithms and Architectures for Parallel Processing, October 2024.

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, Zhongdi Luo

IEEE 41st International Conference on Computer Design (ICCD), November 2023.