Junhao Hu

1. MemServe: Context Caching for Disaggregated LLM Serving with Elastic Memory Pool
   2024/06/25 by Cunchen Hu, Hu, Cunchen, Heyang Huang +19 · 20 citations
   Computer Science · #Energy Efficient Wireless Sensor Networks #Caching and Content Delivery #Context-Aware Activity Recognition Systems
2. EPIC: Efficient Position-Independent Caching for Serving Large Language Models
   2024/10/20 by Junhao Hu, Wenrui Huang, Hu, Junhao +15 · 8 citations
   Computer Science · #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Performance (cs.PF) #Recommender Systems and Techniques #Speech and dialogue systems #Topic Modeling #and Cluster Computing (cs.DC)
3. DeepServe: Serverless Large Language Model Serving at Scale
   2025/01/24 by Junhao Hu, Hu, Junhao, Jiang Xu +36 · 7 citations
   Computer Science · #Distributed #FOS: Computer and information sciences #Parallel #Topic Modeling #and Cluster Computing (cs.DC)
4. The Strong Convergence and Stability of Explicit Approximations for Nonlinear Stochastic Delay Differential Equations
   2020/08/19 by Guoting Song, Junhao Hu, Song, Guoting +5 · 3 citations
   Economics, Econometrics and Finance · Mathematics · Social Sciences · #Stochastic processes and financial applications #Differential Equations and Numerical Methods #Insurance, Mortality, Demography, Risk Management
5. Practitioners' Expectations on Code Completion
   2023/01/10 by Chaozheng Wang, Wang, Chaozheng, Junhao Hu +13 · 2 citations
   Computer Science · #Cloud Computing and Resource Management #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability
6. RLinf: Flexible and Efficient Large-scale Reinforcement Learning via Macro-to-Micro Flow Transformation
   2025/09/19 by Chao Yu, Yuanqing Wang, Yu, Chao +52 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Reinforcement Learning in Robotics #and Cluster Computing (cs.DC)
7. MPIC: Position-Independent Multimodal Context Caching System for Efficient MLLM Serving
   2025/02/04 by Shiju Zhao, Zhao, Shiju, Junhao Hu +6 · 2 citations
   Computer Science · Engineering · #Context-Aware Activity Recognition Systems #Robotics and Automated Systems #IPv6, Mobility, Handover, Networks, Security
8. When Does Recurrence Become an Algorithm? Convergence Selection in Weight-Tied Looped Transformers
   2026/07/22 by Tong Zhang, Junhao Hu, Yun Peng +1
   #cs.LG #cs.AI #stat.ML