Integer-only Quantized Transformers for Embedded FPGA-based Time-series Forecasting in AIoTby Tianheng Ling, Chao Qian, Gregor…
Q-Sparse: All Large Language Models can be Fully Sparsely-Activatedby Hongyu Wang, Shuming Ma, Ruiping Wang,…
Residual resampling-based physics-informed neural network for neutron diffusion equationsby Heng Zhang, Yun-Ling He, Dong Liu,…
Cutting Through the Clutter: The Potential of LLMs for Efficient Filtration in Systematic Literature Reviewsby…
Meta-Analysis with Untrusted Databy Shiva Kaul, Geoffrey J. GordonFirst submitted to arxiv on: 12 Jul…
CAPM: Fast and Robust Verification on Maxpool-based CNN via Dual Networkby Jia-Hau Bai, Chi-Ting Liu,…
Leveraging large language models for nano synthesis mechanism explanation: solid foundations or mere conjectures?by Yingming…
FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precisionby Jay Shah, Ganesh Bikshandi, Ying Zhang,…
Dynamic Co-Optimization Compiler: Leveraging Multi-Agent Reinforcement Learning for Enhanced DNN Accelerator Performanceby Arya Fayyazi, Mehdi…
Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradientsby Zhenyu Zhang, Ajay Jaiswal, Lu…