Myungjin Lee

1. Andes: Defining and Enhancing Quality-of-Experience in LLM-Based Text Streaming Services
   2024/04/25 by Jiachen Liu, Liu, Jiachen, Jae-Won Chung +9 · 10 citations
   Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Peer-to-Peer Network Technologies #Recommender Systems and Techniques #Semantic Web and Ontologies #and Cluster Computing (cs.DC)
2. Curie: Toward Rigorous and Automated Scientific Experimentation with AI Agents
   2025/02/22 by Patrick Tser Jern Kon, Jiachen Liu, Kon, Patrick Tser Jern +16 · 13 citations
   Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
3. JITServe: SLO-aware LLM Serving with Imprecise Request Information
   2025/04/24 by Wei Zhang, Zhiyu Wu, Zhang, Wei +11 · 9 citations
   Computer Science · #Big Data and Digital Economy #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #Software System Performance and Reliability #Systems and Control (eess.SY) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
4. Mitigating Group Bias in Federated Learning: Beyond Local Fairness
   2023/05/17 by Ganghua Wang, Ali Payani, Wang, Ganghua +5 · 2 citations
   Computer Science · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
5. Personalized Federated Fine-tuning for Heterogeneous Data: An Automatic Rank Learning Approach via Two-Level LoRA
   2025/03/05 by Jie Hao, Yiping Wu, Hao, Jie +7 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques #Machine Learning and Data Classification
6. Adaptive Deep Neural Network Inference Optimization with EENet
   2023/01/15 by Fatih İlhan, Ka-Ho Chow, Ilhan, Fatih +18 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Age of Information Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
7. Enabling Elastic Model Serving with MultiWorld
   2024/07/12 by Myungjin Lee, Akshay Jajoo, Lee, Myungjin +3 · 1 citation
   Computer Science · #AI-based Problem Solving and Planning
8. Prada: Black-Box LLM Adaptation with Private Data on Resource-Constrained Devices
   2025/03/19 by Ziyao Wang, Wang, Ziyao, Yexiao He +10 · 1 citation
   Computer Science · #Advanced Data Storage Technologies #Distributed and Parallel Computing Systems #Blockchain Technology Applications and Security