Deming Chen
- Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads
2024/01/19 by Tianle Cai, Cai, Tianle, Yuhong Li +11 · 147 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- SnapKV: LLM Knows What You are Looking for Before Generation
2024/04/22 by Yuhong Li, Yingbing Huang, Li, Yuhong +15 · 143 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences
- CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes
2018/02/27 by Yuhong Li, Li, Yuhong, Xiaofan Zhang +3 · 25 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Video Surveillance and Tracking Methods
- Decision-Making Behavior Evaluation Framework for LLMs under Uncertain Context
2024/06/10 by Jingru Jia, Jia, Jingru, Zehua Yuan +7 · 14 citations
Engineering · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Evaluation and Optimization Models #FOS: Computer and information sciences #FOS: Economics and business #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Theoretical Economics (econ.TH)
- ScaleHLS: A New Scalable High-Level Synthesis Framework on Multi-Level Intermediate Representation
2021/07/24 by Hanchen Ye, Ye, Hanchen, Cong Hao +11 · 8 citations
Computer Science · Engineering · #Parallel Computing and Optimization Techniques #Embedded Systems Design Techniques #Ferroelectric and Negative Capacitance Devices
- FPGA/DNN Co-Design: An Efficient Design Methodology for IoT Intelligence on the Edge
2019/04/09 by Cong Hao, Hao, Cong, Xiaofan Zhang +13 · 1 voice
#cs.CV
- DNNExplorer: A Framework for Modeling and Exploring a Novel Paradigm of FPGA-based DNN Accelerator
2020/08/28 by Xiaofan Zhang, Hanchen Ye, Zhang, Xiaofan +11 · 3 citations
Computer Science · #Advanced Neural Network Applications #Embedded Systems Design Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques
- CHARM: Composing Heterogeneous Accelerators for Matrix Multiply on Versal ACAP Architecture
2023/01/06 by Jinming Zhuang, Zhuang, Jinming, Jason Lau +23 · 4 citations
Computer Science · #Parallel Computing and Optimization Techniques #Network Packet Processing and Optimization #Algorithms and Data Compression
- EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI Solutions
2020/05/06 by Yuhong Li, Cong Hao, Li, Yuhong +13 · 2 citations
Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Co-design
2021/03/25 by Cong Hao, Jordan Dotzel, Hao, Cong +9 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #IoT and Edge/Fog Computing
- Transforming the Hybrid Cloud for Emerging AI Workloads
2024/11/20 by Deming Chen, Chen, Deming, Alaa Youssef +85 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Distributed #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #IoT and Edge/Fog Computing #Multiagent Systems (cs.MA) #Parallel #and Cluster Computing (cs.DC)
- Large Graph Convolutional Network Training with GPU-Oriented Data\n Communication Architecture
2021/03/04 by Seungwon Min, Wu Kun, Min, Seung Won +13 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Caching and Content Delivery #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
- EH-DNAS: End-to-End Hardware-aware Differentiable Neural Architecture Search
2021/11/24 by Qian Jiang, Jiang, Qian, Xiaofan Zhang +7 · 1 citation
Computer Science · Materials Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Machine Learning in Materials Science
- Face Recognition with Hybrid Efficient Convolution Algorithms on FPGAs
2018/03/23 by Chuanhao Zhuge, Zhuge, Chuanhao, Xinheng Liu +9 · 1 voice
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Face recognition and analysis #Parallel #Video Surveillance and Tracking Methods #and Cluster Computing (cs.DC) #cs.CV #cs.DC
- Subgraph Extraction-based Feedback-guided Iterative Scheduling for HLS
2024/01/22 by Hanchen Ye, Ye, Hanchen, David Z. Pan +7 · 1 citation
Computer Science · Engineering · #Computation and Language (cs.CL) #Embedded Systems Design Techniques #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques #VLSI and FPGA Design Techniques
- New Solutions on LLM Acceleration, Optimization, and Application
2024/06/16 by Yingbing Huang, Lily Jiaxin Wan, Huang, Yingbing +13 · 1 citation
Engineering · Physics and Astronomy · #Advanced Algorithms and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Magnetic confinement fusion research #Software Engineering (cs.SE)
- LLM Strategic Reasoning: Agentic Study through Behavioral Game Theory
2025/02/27 by Jingru Jia, Zehua Yuan, Jia, Jingru +7 · 1 citation
Computer Science · Psychology · Social Sciences · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Language and cultural evolution #Language, Metaphor, and Cognition #Machine Learning (cs.LG)
- HeteroMosaic: Exposing and Exploiting Heterogeneous Execution Opportunities for Energy-Efficient Edge LLM Inference
2026/07/14 by Gregory Hyegang Jun, Wesley Pang, Eddie Richter +4
#cs.DC #cs.AR