Boxun Xu

According to our database, Boxun Xu authored at least 12 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Khan-GCL: Kolmogorov-Arnold Network Based Graph Contrastive Learning with Hard Negatives.

Zihu Wang, Boxun Xu, Hejia Geng, Peng Li

CoRR, May, 2025

SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks.

Boxun Xu, Richard Boone, Peng Li

CoRR, May, 2025

Bishop: Sparsified Bundling Spiking Transformers on Heterogeneous Cores with Error-constrained Pruning.

Boxun Xu, Yuxuan Yin, Vikram Iyer, Peng Li

Proceedings of the 52nd Annual International Symposium on Computer Architecture, 2025

2024

AIMMI: Audio and Image Multi-Modal Intelligence via a Low-Power SoC With 2-MByte On-Chip MRAM for IoT Devices.

Zichen Fan, Qirui Zhang, Hyochan An, Boxun Xu, Li Xu, Chien-Wei Tseng, Yimai Peng, Andrea Bejarano-Carbo, Pierre Abillama, Ang Cao, Bowen Liu, Changwoo Lee, Zhehong Wang, Hun-Seok Kim, David T. Blaauw, Dennis Sylvester

IEEE J. Solid State Circuits, October, 2024

Towards 3D Acceleration for low-power Mixture-of-Experts and Multi-Head Attention Spiking Transformers.

Boxun Xu, Junyoung Hwang, Pruek Vanna-Iampikul, Yuxuan Yin, Sung Kyu Lim, Peng Li

CoRR, 2024

Trimming Down Large Spiking Vision Transformers via Heterogeneous Quantization Search.

Boxun Xu, Yufei Song, Peng Li

CoRR, 2024

DS2TA: Denoising Spiking Transformer with Attenuated Spatiotemporal Attention.

Boxun Xu, Hejia Geng, Yuxuan Yin, Peng Li

CoRR, 2024

ADO-LLM: Analog Design Bayesian Optimization with In-Context Learning of Large Language Models.

Yuxuan Yin, Yu Wang, Boxun Xu, Peng Li

Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, 2024

Spiking Transformer Hardware Accelerators in 3D Integration.

Boxun Xu, Junyoung Hwang, Pruek Vanna-Iampikul, Sung Kyu Lim, Peng Li

Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, 2024

2023

DISTA: Denoising Spiking Transformer with intrinsic plasticity and spatiotemporal attention.

Boxun Xu, Hejia Geng, Yuxuan Yin, Peng Li

CoRR, 2023

UPAR: A Kantian-Inspired Prompting Framework for Enhancing Large Language Model Capabilities.

Hejia Geng, Boxun Xu, Peng Li

CoRR, 2023

2022

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, Boxun Xu, Li Xu, Chien-Wei Tseng, Yimai Peng, Ang Cao, Bowen Liu, Changwoo Lee, Zhehong Wang, Fanghao Liu, Guanru Wang, Shenghao Jiang, Hun-Seok Kim, David T. Blaauw, Dennis Sylvester

Proceedings of the IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits 2022), 2022