Guan, Yue
- Accelerating Sparse DNN Models without Hardware-Support via Tile-Wise Sparsity
2020/08/29 by Cong Guo, Bo Yang Hsueh, Guo, Cong +17 · 5 citations
Computer Science · Mathematics · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #Stochastic Gradient Optimization Techniques #Tensor decomposition and applications #and Cluster Computing (cs.DC)
- WLB-LLM: Workload-Balanced 4D Parallelism for Large Language Model Training
2025/03/23 by Wang, Zheng, Cai, Anna, Xie, Xinfeng +9 · 11 citations
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #I.2.11 #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- M-ANT: Efficient Low-bit Group Quantization for LLMs via Mathematically Adaptive Numerical Type
2025/02/26 by Weiming Hu, Hu, Weiming, Haoyan Zhang +16 · 7 citations
Computer Science · #Advanced Neural Network Applications #Natural Language Processing Techniques #Parallel Computing and Optimization Techniques
- KVFlow: Efficient Prefix Caching for Accelerating LLM-Based Multi-Agent Workflows
2025/07/10 by Pan, Zaifeng, Patel, Ajjkumar, Hu, Zhengding +6 · 7 citations
#Distributed #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Parallel #and Cluster Computing (cs.DC)
- VQ-LLM: High-performance Code Generation for Vector Quantization Augmented LLM Inference
2025/03/04 by Liu, Zihan, Luo, Xinhao, Guo, Junxian +11 · 7 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Accelerating Sparse DNNs Based on Tiled GEMM
2024/02/16 by Cong Guo, Fengchen Xue, Guo, Cong +13 · 2 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Handwritten Text Recognition Techniques
- Learning Nash Equilibria in Zero-Sum Stochastic Games via Entropy-Regularized Policy Approximation
2020/09/01 by Guan, Yue, Zhang, Qifan, Tsiotras, Panagiotis · 1 citation
#Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Block-Skim: Efficient Question Answering for Transformer
2021/12/16 by Yue Guan, Guan, Yue, Zhengyi Li +9 · 1 citation
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- KPerfIR: Towards an Open and Compiler-centric Ecosystem for GPU Kernel Performance Tooling on Modern AI Workloads
2025/05/27 by Guan, Yue, Fang, Yuanwei, Zhou, Keren +5 · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #Programming Languages (cs.PL) #and Cluster Computing (cs.DC)
- Patterns behind Chaos: Forecasting Data Movement for Efficient Large-Scale MoE LLM Inference
2025/10/07 by Yu Zhang, Yu, Zhongkai, Yue Guan +12 · 1 citation
Computer Science · Engineering · #Cloud Computing and Resource Management #Advanced Database Systems and Queries #Traffic Prediction and Management Techniques