Guoliang He
- Demystifying Cost-Efficiency in LLM Serving over Heterogeneous GPUs
2025/02/02 by Youhe Jiang, Fangcheng Fu, Jiang, Youhe +15 · 8 citations
Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- MCTS-GEB: Monte Carlo Tree Search is a Good E-graph Builder
2023/03/08 by Guoliang He, Zak Singh, He, Guoliang +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Software Engineering Research
- Optimizing Tensor Computation Graphs with Equality Saturation and Monte Carlo Tree Search
2024/10/07 by Jakob Hartmann, Hartmann, Jakob, Guoliang He +3 · 1 citation
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Tensor decomposition and applications
- LMDeploy Accelerates Mixed-Precision LLM Inference with TurboMind
2025/08/21 by Li Zhang, Zhang, Li, Youhe Jiang +13 · 4 citations
Computer Science · Materials Science · #Distributed #FOS: Computer and information sciences #Machine Learning in Materials Science #Natural Language Processing Techniques #Parallel #Parallel Computing and Optimization Techniques #Performance (cs.PF) #and Cluster Computing (cs.DC)
- CuAsmRL: Optimizing GPU SASS Schedules via Deep Reinforcement Learning
2025/01/14 by Guoliang He, He, Guoliang, Eiko Yoneki +1 · 1 citation
Computer Science · #Distributed and Parallel Computing Systems #Parallel Computing and Optimization Techniques #Medical Image Segmentation Techniques