Hou, Xiaofeng

1. MMBench: Benchmarking End-to-End Multi-modal DNNs and Understanding Their Hardware-Software Implications
   2022/12/02 by Xu, Cheng, Hou, Xiaofeng, Liu, Jiacheng +9 · 10 citations
   #FOS: Computer and information sciences #Performance (cs.PF)
2. AutoVCoder: A Systematic Framework for Automated Verilog Code Generation using LLMs
   2024/07/21 by Gao Mingzhe, Jieru Zhao, Gao, Mingzhe +13 · 16 citations
   Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Real-time simulation and control systems
3. HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference
   2024/11/03 by Tang, Peng, Liu, Jiacheng, Hou, Xiaofeng +5 · 13 citations
   #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
4. A Survey on Inference Optimization Techniques for Mixture of Experts Models
   2024/12/18 by Jiacheng Liu, Peng Tang, Liu, Jiacheng +13 · 11 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Distributed #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
5. Potamoi: Accelerating Neural Rendering via a Unified Streaming Architecture
   2024/08/13 by Feng, Yu, Lin, Weikai, Liu, Zihan +6 · 8 citations
   #FOS: Computer and information sciences #Graphics (cs.GR) #Hardware Architecture (cs.AR)
6. MoE-SpeQ: Speculative Quantized Decoding with Proactive Expert Prefetching and Offloading for Mixture-of-Experts
   2025/11/18 by Wang, Wenfeng, Liu, Jiacheng, Hou, Xiaofeng +5 · 2 citations
   Computer Science · #Big Data and Digital Economy #Advanced Neural Network Applications #IoT and Edge/Fog Computing
7. FlowWalker: A Memory-efficient and High-performance GPU-based Dynamic Graph Random Walk Framework
   2024/04/12 by Mei, Junyi, Sun, Shixuan, Li, Chao +9 · 1 citation
   #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)