publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. KAN-GNN.png
    Khan-GCL: Kolmogorov-Arnold Network Based Graph Contrastive Learning with Hard Negatives
    Zihu Wang, Boxun Xu, Hejia Geng, and 1 more author
    In Arxiv, 2025
  2. 3DMoE.png
    3D Acceleration for Mixture-of-Experts and Multi-Head Attention Spiking Transformers with Dynamic Head Pruning
    Boxun Xu, Junyoung Hwang, Pruek Vanna-iampikul, and 3 more authors
    In ACM/IEEE International Conference on Computer-Aided Design (ICCAD), 2025
  3. ITC.png
    Transfer Learning for Minimum Operating Voltage Prediction in Advanced Technology Nodes: Leveraging Legacy Data and Silicon Odometer Sensing
    Yuxuan Yin, Rebecca Chen, Boxun Xu, and 2 more authors
    In ACM/IEEE International Test Conference (ITC), 2025
  4. SpikeHQ.png
    Trimming Down Large Spiking Vision Transformers via Heterogeneous Quantization Search
    Boxun Xu, Yufei Song, and Peng Li
    In IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP), 2025
  5. Bishop.png
    Bishop: Sparsified Bundling Spiking Transformers on Heterogeneous Cores with Error-Constrained Pruning
    Boxun Xu, Yuxuan Yin, Vikram Iyer, and 1 more author
    In International Symposium on Computer Architecture (ISCA), 2025
  6. SpikeX.png
    SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks
    Boxun Xu, Richard Boone, and Peng Li
    In IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems(TCAD), 2025

2024

  1. JSSC24.png
    AIMMI: Audio and Image Multi-Modal Intelligence via a Low-Power SoC With 2-MByte On-Chip MRAM for IoT Devices
    Zichen Fan, Hyochan An, Qirui Zhang, and 11 more authors
    In IEEE Journal of Solid-State Circuits(JSSC), 2024
  2. 3D-Spiking.png
    Spiking Transformer Hardware Accelerators in 3D Integration
    Boxun Xu, Junyoung Hwang, Pruek Vanna-iampikul, and 2 more authors
    In ACM/IEEE International Conference on Computer-Aided Design (ICCAD), 2024
    Awarded
  3. DS2TA.png
    DS2TA: Denoising Spiking Transformer with Attenuated Spatiotemporal Attention
    Boxun Xu, Hejia Geng, Yuxuan Yin, and 1 more author
    In TMLR under review, 2024
  4. ADO-LLM.png
    ADO-LLM: Analog Design Bayesian Optimization with In-Context Learning of Large Language Models
    Yuxuan Yin, Yu Wang, Boxun Xu, and 1 more author
    In ACM/IEEE International Conference on Computer-Aided Design (ICCAD), 2024

2022

  1. VLSI22.png
    Audio and Image Cross-Modal Intelligence via a 10TOPS/W 22nm SoC with Back-Propagation and Dynamic Power Gating
    Zichen Fan, Hyochan An, Qirui Zhang, and 14 more authors
    In 2022 IEEE Symposium on VLSI Technology and Circuits (VLSI-Symposium), 2022