Zhao, Mark
- EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents
2025/02/13 by Ruizhao Yang, Hanyang Chen, Yang, Rui +21 · 54 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- Llama: A Heterogeneous & Serverless Framework for Auto-Tuning Video Analytics Pipelines
2021/02/03 by Francisco Romero, Romero, Francisco, Mark Zhao +5 · 9 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Image and Video Quality Assessment #Parallel #and Cluster Computing (cs.DC)
- RecD: Deduplication for End-to-End Deep Learning Recommendation Model Training Infrastructure
2022/11/09 by Mark Zhao, Zhao, Mark, Dhruv Choudhary +20 · 5 citations
Computer Science · #Distributed #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Parallel #Performance (cs.PF) #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- To Centralize or Not to Centralize: A Tale of Swarm Coordination
2018/05/04 by Justin Hu, Hu, Justin, Ariana Bruno +16 · 2 citations
Computer Science · #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #Distributed systems and fault tolerance #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- cedar: Optimized and Unified Machine Learning Input Data Pipelines
2024/01/17 by Mark Zhao, Zhao, Mark, Emanuel Adamiak +3 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
- Strata: Hierarchical Context Caching for Long Context Language Model Serving
2025/08/26 by Xie, Zhiqiang, Xu, Ziyi, Zhao, Mark +5 · 5 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- vCache: Verified Semantic Prompt Caching
2025/02/06 by Luis Gaspar Schroeder, Aditya Desai, Schroeder, Luis Gaspar +18 · 1 citation
Computer Science · #Caching and Content Delivery #Service-Oriented Architecture and Web Services #Cognitive Computing and Networks
- ERA: Transforming VLMs into Embodied Agents via Embodied Prior Learning and Online Reinforcement Learning
2025/10/14 by Chen, Hanyang, Zhao, Mark, Yang, Rui +15 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences