A parallel arbitrary-order accurate AMR algorithm for the scalar advection-diffusion equation. - Arash Bakhtiari; Dhairya Malhotra; Amir Raoofy; Miriam Mehl; Hans-Joachim Bungartz; George Biros (SC, 2016)

A Holistic Scalable Implementation Approach of the Lattice Boltzmann Method for CPU/GPU Heterogeneous Clusters. - Christoph Riesinger; Arash Bakhtiari; Martin Schreiber 001; Philipp Neumann; Hans-Joachim Bungartz (Comput., 2017)

High Order Adaptive Semi-Lagrangian/Volume-Integral Methods for Parallel Advection-Diffusion Simulations (Adaptive Semi-Lagrangian/Volumenintegral-Methode Hoher Ordnung für Parallele Advektions-Diffusions Simulationen) - Arash Bakhtiari (2017)

Larq Compute Engine: Design, Benchmark, and Deploy State-of-the-Art Binarized Neural Networks. - Tom Bannink; Arash Bakhtiari; Adam Hillier; Lukas Geiger; Tim de Bruin; Leon Overweel; Jelmer Neeven; Koen Helwegen (CoRR, 2020)

ZeroQuant(4+2): Redefining LLMs Quantization with a New FP6-Centric Strategy for Diverse Generative Tasks. - Xiaoxia Wu; Haojun Xia; Stephen Youn; Zhen Zheng; Shiyang Chen 004; Arash Bakhtiari; Michael Wyatt; Reza Yazdani Aminabadi; Yuxiong He; Olatunji Ruwase; Leon Song; Zhewei Yao (CoRR, 2023)

Quant-LLM: Accelerating the Serving of Large Language Models via FP6-Centric Algorithm-System Co-Design on Modern GPUs. - Haojun Xia; Zhen Zheng; Xiaoxia Wu; Shiyang Chen 004; Zhewei Yao; Stephen Youn; Arash Bakhtiari; Michael Wyatt; Donglin Zhuang; Zhongzhu Zhou; Olatunji Ruwase; Yuxiong He; et al. (USENIX ATC, 2024)

DeepSpeed-FastGen: High-throughput Text Generation for LLMs via MII and DeepSpeed-Inference. - Connor Holmes; Masahiro Tanaka; Michael Wyatt; Ammar Ahmad Awan; Jeff Rasley; Samyam Rajbhandari; Reza Yazdani Aminabadi; Heyang Qin; Arash Bakhtiari; Lev Kurilenko; Yuxiong He (CoRR, 2024)

FP6-LLM: Efficiently Serving Large Language Models Through FP6-Centric Algorithm-System Co-Design. - Haojun Xia; Zhen Zheng; Xiaoxia Wu; Shiyang Chen 004; Zhewei Yao; Stephen Youn; Arash Bakhtiari; Michael Wyatt; Donglin Zhuang; Zhongzhu Zhou; Olatunji Ruwase; Yuxiong He; et al. (CoRR, 2024)

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone. - Marah I Abdin; Sam Ade Jacobs; Ammar Ahmad Awan; Jyoti Aneja; Ahmed Awadallah 001; Hany Awadalla; Nguyen Bach; Amit Bahree; Arash Bakhtiari; Harkirat S. Behl; Alon Benhaim; Misha Bilenko; et al. (CoRR, 2024)