Behavior Generation with Latent Actionsby Seungjae Lee, Yibin Wang, Haritheja Etukuru, H. Jin Kim, Nur…
EasyQuant: An Efficient Data-free Quantization Algorithm for LLMsby Hanlin Tang, Yifu Sun, Decheng Wu, Kai…
FlowPrecision: Advancing FPGA-Based Real-Time Fluid Flow Estimation with Linear Quantizationby Tianheng Ling, Julian Hoever, Chao…
Better Schedules for Low Precision Training of Deep Neural Networksby Cameron R. Wolfe, Anastasios KyrillidisFirst…
Quantized Hierarchical Federated Learning: A Robust Approach to Statistical Heterogeneityby Seyed Mohammad Azimi-Abarghouyi, Viktoria FodorFirst…
On the Compressibility of Quantized Large Language Modelsby Yu Mao, Weilan Wang, Hongchao Du, Nan…
LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantizationby Juntao Zhao, Borui…
FlattenQuant: Breaking Through the Inference Compute-bound for Large Language Models with Per-tensor Quantizationby Yi Zhang,…
No Token Left Behind: Reliable KV Cache Compression via Importance-Aware Mixed Precision Quantizationby June Yong…
Inpainting Computational Fluid Dynamics with Deep Learningby Dule Shu, Wilson Zhen, Zijie Li, Amir Barati…